diff --git a/.gitignore b/.gitignore
index 34f5167..9cf2168 100644
--- a/.gitignore
+++ b/.gitignore
@@ -5,5 +5,13 @@ __pycache__
 **/PyCTBN.egg-info
 **/results_data
 **/.scannerwork
+**/build
+test.py
+test_1.py
+test1.json
+test2.json
+test3.json
+result0.png
+example.json
+test_time.py
 .idea
-
diff --git a/PyCTBN/PyCTBN/estimators/parameters_estimator.py b/PyCTBN/PyCTBN/estimators/parameters_estimator.py
index 2430522..a01d549 100644
--- a/PyCTBN/PyCTBN/estimators/parameters_estimator.py
+++ b/PyCTBN/PyCTBN/estimators/parameters_estimator.py
@@ -36,7 +36,8 @@ class ParametersEstimator(object):
         """
         p_vals = self._net_graph._aggregated_info_about_nodes_parents[2]
         node_states_number = self._net_graph.get_states_number(node_id)
-        self._single_set_of_cims = SetOfCims(node_id, p_vals, node_states_number, self._net_graph.p_combs)
+        self._single_set_of_cims = SetOfCims(node_id = node_id, parents_states_number = p_vals, 
+            node_states_number = node_states_number, p_combs = self._net_graph.p_combs)
 
     def compute_parameters_for_node(self, node_id: str) -> SetOfCims:
         """Compute the CIMS of the node identified by the label ``node_id``.
diff --git a/PyCTBN/PyCTBN/structure_graph/conditional_intensity_matrix.py b/PyCTBN/PyCTBN/structure_graph/conditional_intensity_matrix.py
index e1ac09a..d5df8d7 100644
--- a/PyCTBN/PyCTBN/structure_graph/conditional_intensity_matrix.py
+++ b/PyCTBN/PyCTBN/structure_graph/conditional_intensity_matrix.py
@@ -14,12 +14,16 @@ class ConditionalIntensityMatrix(object):
     :type state_transition_matrix: numpy.ndArray
     :_cim: the actual cim of the node
     """
-    def __init__(self, state_residence_times: np.array, state_transition_matrix: np.array):
+    def __init__(self, state_residence_times: np.array = None, state_transition_matrix: np.array = None, 
+        cim: np.array = None):
         """Constructor Method
         """
         self._state_residence_times = state_residence_times
         self._state_transition_matrix = state_transition_matrix
-        self._cim = self.state_transition_matrix.astype(np.float64)
+        if cim is not None:
+            self._cim = cim
+        else:
+            self._cim = self.state_transition_matrix.astype(np.float64)
 
     def compute_cim_coefficients(self) -> None:
         """Compute the coefficients of the matrix _cim by using the following equality q_xx' = M[x, x'] / T[x].
diff --git a/PyCTBN/PyCTBN/structure_graph/network_generator.py b/PyCTBN/PyCTBN/structure_graph/network_generator.py
new file mode 100644
index 0000000..d10ba9e
--- /dev/null
+++ b/PyCTBN/PyCTBN/structure_graph/network_generator.py
@@ -0,0 +1,130 @@
+from .structure import Structure
+from .network_graph import NetworkGraph
+from .conditional_intensity_matrix import ConditionalIntensityMatrix
+from .set_of_cims import SetOfCims
+import numpy as np
+import pandas as pd
+import random
+
+class NetworkGenerator(object):
+    """Provides the methods to generate a network graph and the CIMs related to it
+    Items in _labels, _vals and _indxs are related, and therefore respect the same order
+    
+    :param _labels: List of variables labels that will be part of the network
+    :type _labels: List
+    :param _vals: List of cardinalities of the variables in network (defined in the same order as _labels)
+    :type _vals: List
+    :param _indxs: List of the nodes indexes
+    :type _indxs: List
+    :param _cims: It contains, for each variable label (the key), the SetOfCims object related to it
+    :type _cims: Dict
+    :param _graph: The NetworkGraph object representing the generated structure
+    :type _graph: NetworkGraph
+    """
+
+    def __init__(self, labels, vals):
+        self._labels = labels
+        self._vals = vals
+        self._indxs = np.array([i for i, l in enumerate(labels)])
+        self._graph = None
+        self._cims = None
+
+    def generate_graph(self, density, fixed: bool = False):
+        """Generate the edges according to specified density, and then instantiate the NetworkGraph object
+            to represent the network
+
+        :param density: Probability of an edge between two nodes to exist
+        :type density: float
+        :param fixed: Specifies whether the required density is mandatory or it's just a probability
+        :type fixed: bool
+        """
+        
+        if fixed:
+            n_edges = density * len(self._labels) * (len(self._labels) - 1)
+            if not float.is_integer(n_edges):
+                raise RuntimeError("Invalid Density")
+            else:
+                n_edges = int(n_edges)
+            edges = [(i, j) for i in self._labels for j in self._labels if i != j]
+            random.shuffle(edges)
+            edges = edges[:n_edges]
+        else:
+            edges = [(i, j) for i in self._labels for j in self._labels if np.random.binomial(1, density) == 1 and i != j]
+
+        s = Structure(self._labels, self._indxs, self._vals, edges, len(self._labels))
+        self._graph = NetworkGraph(s)
+        self._graph.add_nodes(s.nodes_labels)
+        self._graph.add_edges(s.edges)
+
+    def generate_cims(self, min_val, max_val):
+        """For each node, generate the corresponding SetOfCims. The objective is to group the CIMs 
+            (actually generated by private method __generate_cim) according to parents possibles states of every node.
+            This method must obviously be executed after the graph has been generated.
+
+        :param min_val: Minimum value allowed for the coefficients in the CIMs
+        :type min_val: float
+        :param max_val: Maximum value allowed for the coefficients in the CIMs
+        :type max_val: float
+        """
+
+        if self._graph is None:
+            return
+
+        self._cims = {}
+
+        for i, l in enumerate(self._labels):
+            p_info = self._graph.get_ordered_by_indx_set_of_parents(l)
+            combs = self._graph.build_p_comb_structure_for_a_node(p_info[2])
+
+            if len(p_info[0]) != 0:
+                node_cims = []
+                for comb in combs:
+                    cim = self.__generate_cim(min_val, max_val, self._vals[i])
+                    node_cims.append(ConditionalIntensityMatrix(cim = cim))
+            else:
+                node_cims = []
+                cim = self.__generate_cim(min_val, max_val, self._vals[i])
+                node_cims.append(ConditionalIntensityMatrix(cim = cim))
+                
+            self._cims[l] = SetOfCims(node_id = l, parents_states_number = p_info[2], node_states_number = self._vals[i], p_combs = combs, 
+                cims = np.array(node_cims))
+
+    def __generate_cim(self, min_val, max_val, shape):
+        """Generate a valid CIM matrix, with coefficients in the range [min_val, max_val] and with dimension [shape, shape]
+
+        :param min_val: Minimum value allowed for the coefficients in the CIMs
+        :type min_val: float
+        :param max_val: Maximum value allowed for the coefficients in the CIMs
+        :type max_val: float
+        :param shape: Number of elements in each dimension of the matrix (this actually is the cardinality of the node)
+        :type shape: int
+        """
+
+        cim = np.empty(shape=(shape, shape))
+        cim[:] = np.nan
+        
+        for i, c in enumerate(cim):
+            diag = (max_val - min_val) * np.random.random_sample() + min_val
+            row = np.random.rand(1, len(cim))[0]
+            row /= (sum(row) - row[i])
+            row *= diag
+            row[i] = -1 * diag
+            cim[i] = np.around(row, 4)
+
+        return cim
+
+    @property
+    def graph(self) -> NetworkGraph:
+        return self._graph
+
+    @property
+    def cims(self) -> dict:
+        return self._cims   
+
+    @property
+    def dyn_str(self) -> list:
+        return pd.DataFrame([[edge[0], edge[1]] for edge in self._graph.edges], columns = ["From", "To"])
+
+    @property
+    def variables(self) -> list:
+        return pd.DataFrame([[l, self._vals[i]] for i, l in enumerate(self._labels)], columns = ["Name", "Value"])
\ No newline at end of file
diff --git a/PyCTBN/PyCTBN/structure_graph/set_of_cims.py b/PyCTBN/PyCTBN/structure_graph/set_of_cims.py
index 5b2c32a..16d5b1b 100644
--- a/PyCTBN/PyCTBN/structure_graph/set_of_cims.py
+++ b/PyCTBN/PyCTBN/structure_graph/set_of_cims.py
@@ -26,7 +26,8 @@ class SetOfCims(object):
     :_actual_cims: the cims of the node
     """
 
-    def __init__(self, node_id: str, parents_states_number: typing.List, node_states_number: int, p_combs: np.ndarray):
+    def __init__(self, node_id: str, parents_states_number: typing.List, node_states_number: int, p_combs: np.ndarray,
+        cims: np.ndarray = None):
         """Constructor Method
         """
         self._node_id = node_id
@@ -36,7 +37,11 @@ class SetOfCims(object):
         self._state_residence_times = None
         self._transition_matrices = None
         self._p_combs = p_combs
-        self.build_times_and_transitions_structures()
+
+        if cims is not None:
+            self._actual_cims = cims
+        else:
+            self.build_times_and_transitions_structures()
 
     def build_times_and_transitions_structures(self) -> None:
         """Initializes at the correct dimensions the state residence times matrix and the state transition matrices.
@@ -60,7 +65,7 @@ class SetOfCims(object):
         :type transition_matrices: numpy.ndArray
         """
         for state_res_time_vector, transition_matrix in zip(state_res_times, transition_matrices):
-            cim_to_add = ConditionalIntensityMatrix(state_res_time_vector, transition_matrix)
+            cim_to_add = ConditionalIntensityMatrix(state_residence_times = state_res_time_vector, state_transition_matrix = transition_matrix)
             cim_to_add.compute_cim_coefficients()
             self._actual_cims.append(cim_to_add)
         self._actual_cims = np.array(self._actual_cims)
@@ -82,7 +87,7 @@ class SetOfCims(object):
             return self._actual_cims
         else:
             flat_indxs = np.argwhere(np.all(self._p_combs[:, mask_arr] == comb, axis=1)).ravel()
-            return self._actual_cims[flat_indxs]
+            return np.array(self._actual_cims)[flat_indxs.astype(int)]
 
     @property
     def actual_cims(self) -> np.ndarray:
diff --git a/PyCTBN/PyCTBN/structure_graph/trajectory_generator.py b/PyCTBN/PyCTBN/structure_graph/trajectory_generator.py
new file mode 100644
index 0000000..56e170f
--- /dev/null
+++ b/PyCTBN/PyCTBN/structure_graph/trajectory_generator.py
@@ -0,0 +1,179 @@
+from ..utility.abstract_importer import AbstractImporter
+from .conditional_intensity_matrix import ConditionalIntensityMatrix
+from .set_of_cims import SetOfCims
+from .trajectory import Trajectory
+import numpy as np
+import pandas as pd
+import re
+import json
+from numpy import random
+from multiprocessing import Process, Manager
+
+class TrajectoryGenerator(object):
+    """Provides the methods to generate a trajectory basing on the network defined
+    in the importer.
+    
+    :param _importer: the Importer object which contains the imported and processed data
+    :type _importer: AbstractImporter
+    :param _vnames: List of the variables labels that belong to the network
+    :type _vnames: List
+    :param _parents: It contains, for each variable label (the key), the list of related parents labels
+    :type _parents: Dict
+    :param _cims: It contains, for each variable label (the key), the SetOfCims object related to it
+    :type _cims: Dict
+    :param _generated_trajectory: Result of the execution of CTBN_Sample, contains the output trajectory
+    :type _generated_trajectory: pandas.DataFrame
+    """
+
+    def __init__(self, importer: AbstractImporter = None, variables: pd.DataFrame = None, dyn_str: pd.DataFrame = None, dyn_cims: dict = None):
+        """Constructor Method
+            It parses and elaborates the data fetched from importer (if defined, otherwise variables, dyn_str and dyn_cims are used) 
+            in order to make the objects structure more suitable for the forthcoming trajectory generation
+        """
+        
+        self._importer = importer
+
+        self._vnames = self._importer._df_variables.iloc[:, 0].to_list() if importer is not None else variables.iloc[:, 0].to_list()
+ 
+        self._parents = {}
+        for v in self._vnames:
+            if importer is not None:
+                self._parents[v] = self._importer._df_structure.where(self._importer._df_structure["To"] == v).dropna()["From"].tolist()
+            else:
+                self._parents[v] = dyn_str.where(dyn_str["To"] == v).dropna()["From"].tolist()
+        
+        self._cims = {}
+        if importer is not None:
+            sampled_cims = self._importer._cims
+        
+            for v in sampled_cims.keys():
+                p_combs = []
+                v_cims = []
+                for comb in sampled_cims[v].keys():
+                    p_combs.append(np.array(re.findall(r"=(\d)", comb)).astype("int"))
+                    cim = pd.DataFrame(sampled_cims[v][comb]).to_numpy()    
+                    v_cims.append(ConditionalIntensityMatrix(cim = cim))
+
+                if importer is not None:
+                    sof = SetOfCims(node_id = v, parents_states_number = [self._importer._df_variables.where(self._importer._df_variables["Name"] == p)["Value"] for p in self._parents[v]], 
+                        node_states_number = self._importer._df_variables.where(self._importer._df_variables["Name"] == v)["Value"], p_combs = np.array(p_combs), cims = v_cims)
+                else:
+                    sof = SetOfCims(node_id = v, parents_states_number = [variables.where(variables["Name"] == p)["Value"] for p in self._parents[v]], 
+                        node_states_number = variables.where(variables["Name"] == v)["Value"], p_combs = np.array(p_combs), cims = v_cims)
+                self._cims[v] = sof
+        else:
+            self._cims = dyn_cims
+
+    def CTBN_Sample(self, t_end = -1, max_tr = -1):
+        """This method implements the generation of a trajectory, basing on the network structure and
+            on the coefficients defined in the CIMs.
+            The variables are initialized with value 0, and the method takes care of adding the
+            conventional last row made up of -1.
+
+        :param t_end: If defined, the sampling ends when end time is reached
+        :type t_end: float
+        :param max_tr: Parameter taken in consideration in case that t_end isn't defined. It specifies the number of transitions to execute
+        :type max_tr: int
+        """
+
+        t = 0
+        sigma = pd.DataFrame(columns = (["Time"] + self._vnames))
+        sigma.loc[len(sigma)] = [0] + [0 for v in self._vnames]
+        time = np.full(len(self._vnames), np.NaN)
+        n_tr = 0
+        self._generated_trajectory = None
+
+        while True:
+            current_values = sigma.loc[len(sigma) - 1]
+            
+            for i in range(0, time.size):
+                if np.isnan(time[i]):
+                    n_parents = len(self._parents[self._vnames[i]])
+                    cim_obj = self._cims[self._vnames[i]].filter_cims_with_mask(np.array([True for p in self._parents[self._vnames[i]]]), 
+                        [current_values.at[p] for p in self._parents[self._vnames[i]]])
+
+                    if n_parents == 1:
+                        cim = cim_obj[current_values.at[self._parents[self._vnames[i]][0]]].cim
+                    else:
+                        cim = cim_obj[0].cim
+
+                    param = -1 * cim[current_values.at[self._vnames[i]]][current_values.at[self._vnames[i]]]
+
+                    time[i] = t + random.exponential(scale = param)
+        
+            next = time.argmin()
+            t = time[next]
+
+            if (max_tr != -1 and n_tr == max_tr) or (t_end != -1 and t >= t_end):
+                sigma.loc[len(sigma) - 1, self._vnames] = -1
+                self._generated_trajectory = sigma
+                return sigma
+            else:
+                n_parents = len(self._parents[self._vnames[next]])
+                cim_obj = self._cims[self._vnames[next]].filter_cims_with_mask(np.array([True for p in self._parents[self._vnames[next]]]), 
+                    [current_values.at[p] for p in self._parents[self._vnames[next]]])
+
+                if n_parents == 1:
+                    cim = cim_obj[current_values.at[self._parents[self._vnames[next]][0]]].cim
+                else:
+                    cim = cim_obj[0].cim
+                    
+                cim_row = np.array(cim[current_values.at[self._vnames[next]]])
+                cim_row[current_values.at[self._vnames[next]]] = 0
+                cim_row /= sum(cim_row)
+                rand_mult = np.random.multinomial(1, cim_row, size=1)
+
+                new_row = pd.DataFrame(sigma[-1:].values, columns = sigma.columns)
+                new_row.loc[0].at[self._vnames[next]] = np.where(rand_mult[0] == 1)[0][0]
+                new_row.loc[0].at["Time"] = round(t, 4)
+                sigma = sigma.append(new_row, ignore_index = True)
+
+                n_tr += 1
+
+                # undefine variable time
+                time[next] = np.NaN
+                for i, v in enumerate(self._parents):
+                    if self._vnames[next] in self._parents[v]:
+                        time[i] = np.NaN
+
+    def worker(self, t_end, max_tr, trajectories):
+        """Single process that will be executed in parallel in order to generate one trajectory. 
+
+            :param t_end: If defined, the sampling ends when end time is reached
+            :type t_end: float
+            :param max_tr: Parameter taken in consideration in case that t_end isn't defined. It specifies the number of transitions to execute
+            :type max_tr: int
+            :param trajectories: Shared list that contains to which the generated trajectory is added
+            :type trajectories: list
+        """
+        
+        trajectory = self.CTBN_Sample(t_end = t_end, max_tr = max_tr)
+        trajectories.append(trajectory)
+
+    def multi_trajectory(self, t_ends: list = None, max_trs: list = None):
+        """Generate n trajectories in parallel, where n is the number of items in 
+            t_ends, if defined, or the number of items in max_trs otherwise
+
+            :param t_ends: List of t_end values for the trajectories that will be generated
+            :type t_ends: list
+            :param max_trs: List of max_tr values for the trajectories that will be generated
+            :type max_trs: list
+        """
+
+        if t_ends is None and max_trs is None:
+            return
+
+        trajectories = Manager().list()
+
+        if t_ends is not None:
+            processes = [Process(target = self.worker, args = (t, -1, trajectories)) for t in t_ends]
+        else:   
+            processes = [Process(target = self.worker, args = (-1, m, trajectories)) for m in max_trs]
+
+        for p in processes:
+            p.start()
+
+        for p in processes:
+            p.join()
+
+        return trajectories
\ No newline at end of file
diff --git a/PyCTBN/PyCTBN/utility/abstract_exporter.py b/PyCTBN/PyCTBN/utility/abstract_exporter.py
new file mode 100644
index 0000000..a3e1a28
--- /dev/null
+++ b/PyCTBN/PyCTBN/utility/abstract_exporter.py
@@ -0,0 +1,42 @@
+import json
+import pandas as pd
+import os
+from abc import ABC, abstractmethod
+
+class AbstractExporter(ABC):
+    """Abstract class that exposes the methods to save in json format a network information
+    along with one or more trajectories generated basing on it
+    
+    :param _variables: Dataframe containing the nodes labels and cardinalities
+    :type _variables: pandas.DataFrame
+    :param _dyn_str: Dataframe containing the structure of the network (edges)
+    :type _dyn_str: pandas.DataFrame
+    :param _dyn_cims: It contains, for every variable (label is the key), the SetOfCims object related to it
+    :type _dyn_cims: dict
+    :param _trajectories: List of trajectories, that can be added subsequently
+    :type _trajectories: List
+    """
+
+    def __init__(self, variables: pd.DataFrame = None, dyn_str: pd.DataFrame = None, dyn_cims: dict = None):
+        self._variables = variables
+        self._dyn_str = dyn_str
+        self._dyn_cims = dyn_cims
+        self._trajectories = []
+
+    def add_trajectory(self, trajectory: list):
+        """Add a new trajectory to the current list
+
+        :param trajectory: The trajectory to add
+        :type trajectory: pandas.DataFrame
+        """
+
+        self._trajectories.append(trajectory)
+
+    @abstractmethod
+    def out_file(self, filename):
+        """Create a file in current directory and write on it the previously added data 
+            (variables, dyn_str, dyn_cims and trajectories)
+
+        :param filename: Name of the output file (it must include json extension)
+        :type filename: string
+        """
\ No newline at end of file
diff --git a/PyCTBN/PyCTBN/utility/json_exporter.py b/PyCTBN/PyCTBN/utility/json_exporter.py
new file mode 100644
index 0000000..43b11da
--- /dev/null
+++ b/PyCTBN/PyCTBN/utility/json_exporter.py
@@ -0,0 +1,75 @@
+import json
+import pandas as pd
+import numpy as np
+import os
+
+from .abstract_exporter import AbstractExporter
+
+class JsonExporter(AbstractExporter):
+    """Provides the methods to save in json format a network information
+    along with one or more trajectories generated basing on it
+    
+    :param _variables: Dataframe containing the nodes labels and cardinalities
+    :type _variables: pandas.DataFrame
+    :param _dyn_str: Dataframe containing the structure of the network (edges)
+    :type _dyn_str: pandas.DataFrame
+    :param _dyn_cims: It contains, for every variable (label is the key), the SetOfCims object related to it
+    :type _dyn_cims: dict
+    :param _trajectories: List of trajectories, that can be added subsequently
+    :type _trajectories: List
+    """
+
+    def __init__(self, variables: pd.DataFrame = None, dyn_str: pd.DataFrame = None, dyn_cims: dict = None):
+        self._variables = variables
+        self._dyn_str = dyn_str
+        self._dyn_cims = dyn_cims
+        self._trajectories = []
+
+    def out_file(self, filename):
+        """Create a file in current directory and write on it the previously added data 
+            (variables, dyn_str, dyn_cims and trajectories)
+
+        :param filename: Name of the output file (it must include json extension)
+        :type filename: string
+        """
+
+        data = [{
+            "dyn.str": json.loads(self._dyn_str.to_json(orient="records")),
+            "variables": json.loads(self._variables.to_json(orient="records")),
+            "dyn.cims": self.cims_to_json(),
+            "samples": [json.loads(trajectory.to_json(orient="records")) for trajectory in self._trajectories]
+        }]
+
+        path = os.getcwd()
+        with open(path + "/" + filename, "w") as json_file:
+            json.dump(data, json_file)
+
+    """Restructure the CIMs object in order to fit the standard JSON file structure 
+    """
+    def cims_to_json(self) -> dict:
+        json_cims = {}
+
+        for i, l in enumerate(self._variables.iloc[:, 0].to_list()):
+            json_cims[l] = {}
+            parents = self._dyn_str.where(self._dyn_str["To"] == l).dropna()["From"].tolist()
+            for j, comb in enumerate(self._dyn_cims[l].p_combs):
+                comb_key = ""
+                if len(parents) != 0:
+                    for k, val in enumerate(comb):
+                        comb_key += parents[k] + "=" + str(val)
+                        if k < len(comb) - 1:
+                            comb_key += ","
+                else:
+                    comb_key = l
+
+                cim = self._dyn_cims[l].filter_cims_with_mask(np.array([True for p in parents]), comb)
+                if len(parents) == 1:
+                    cim = cim[comb[0]].cim
+                elif len(parents) == 0:
+                    cim = cim[0].cim
+                else:
+                    cim = cim[0].cim
+                
+                json_cims[l][comb_key] = [dict([(str(i), val) for i, val in enumerate(row)]) for row in cim]
+
+        return json_cims
\ No newline at end of file
diff --git a/PyCTBN/PyCTBN/utility/json_importer.py b/PyCTBN/PyCTBN/utility/json_importer.py
index 6353c01..781be4d 100644
--- a/PyCTBN/PyCTBN/utility/json_importer.py
+++ b/PyCTBN/PyCTBN/utility/json_importer.py
@@ -33,8 +33,8 @@ class JsonImporter(AbstractImporter):
     :type _raw_data: List
     """
 
-    def __init__(self, file_path: str, samples_label: str, structure_label: str, variables_label: str, time_key: str,
-                 variables_key: str):
+    def __init__(self, file_path: str, samples_label: str, structure_label: str, variables_label: str, time_key: str, 
+                    variables_key: str, cims_label: str = None):
         """Constructor method
 
         .. note::
@@ -45,6 +45,7 @@ class JsonImporter(AbstractImporter):
         self._samples_label = samples_label
         self._structure_label = structure_label
         self._variables_label = variables_label
+        self._cims_label = cims_label
         self._time_key = time_key
         self._variables_key = variables_key
         self._df_samples_list = None
@@ -66,6 +67,9 @@ class JsonImporter(AbstractImporter):
         self._df_structure = self.import_structure(self._raw_data)
         self._df_variables = self.import_variables(self._raw_data)
 
+        if self._cims_label != None:
+            self._cims = self._raw_data[indx][self._cims_label]
+
     def import_trajectories(self, raw_data: typing.List) -> typing.List:
         """Imports the trajectories from the list of dicts ``raw_data``.
 
diff --git a/PyCTBN/tests/structure_graph/test_cim.py b/PyCTBN/tests/structure_graph/test_cim.py
index b67cf42..aa9e9fc 100644
--- a/PyCTBN/tests/structure_graph/test_cim.py
+++ b/PyCTBN/tests/structure_graph/test_cim.py
@@ -20,14 +20,16 @@ class TestConditionalIntensityMatrix(unittest.TestCase):
             cls.state_transition_matrix[i, i] = np.sum(cls.state_transition_matrix[i])
 
     def test_init(self):
-        c1 = ConditionalIntensityMatrix(self.state_res_times, self.state_transition_matrix)
+        c1 = ConditionalIntensityMatrix(state_residence_times = self.state_res_times, 
+            state_transition_matrix = self.state_transition_matrix)
         self.assertTrue(np.array_equal(self.state_res_times, c1.state_residence_times))
         self.assertTrue(np.array_equal(self.state_transition_matrix, c1.state_transition_matrix))
         self.assertEqual(c1.cim.dtype, np.float)
         self.assertEqual(self.state_transition_matrix.shape, c1.cim.shape)
 
     def test_compute_cim_coefficients(self):
-        c1 = ConditionalIntensityMatrix(self.state_res_times, self.state_transition_matrix)
+        c1 = ConditionalIntensityMatrix(state_residence_times = self.state_res_times, 
+            state_transition_matrix = self.state_transition_matrix)
         c2 = self.state_transition_matrix.astype(np.float)
         np.fill_diagonal(c2, c2.diagonal() * -1)
         for i in range(0, len(self.state_res_times)):
@@ -41,7 +43,8 @@ class TestConditionalIntensityMatrix(unittest.TestCase):
                 self.assertTrue(np.isclose(c1.cim[i, j], c2[i, j], 1e01))
 
     def test_repr(self):
-        c1 = ConditionalIntensityMatrix(self.state_res_times, self.state_transition_matrix)
+        c1 = ConditionalIntensityMatrix(state_residence_times = self.state_res_times, 
+            state_transition_matrix = self.state_transition_matrix)
         print(c1)
 
 
diff --git a/PyCTBN/tests/structure_graph/test_networkgenerator.py b/PyCTBN/tests/structure_graph/test_networkgenerator.py
new file mode 100644
index 0000000..7b90007
--- /dev/null
+++ b/PyCTBN/tests/structure_graph/test_networkgenerator.py
@@ -0,0 +1,39 @@
+import unittest
+import random
+import numpy as np
+
+from PyCTBN.PyCTBN.structure_graph.network_generator import NetworkGenerator
+
+class TestNetworkGenerator(unittest.TestCase):
+    def test_generate_graph(self):
+        labels = ["U", "V", "W", "X", "Y", "Z"]
+        card = 3
+        vals = [card for l in labels]
+        ng = NetworkGenerator(labels, vals)
+        ng.generate_graph(0.3)
+        self.assertEqual(len(labels), len(ng.graph.nodes))
+        self.assertEqual(len([edge for edge in ng.graph.edges if edge[0] == edge[1]]), 0)
+
+    def test_generate_cims(self):
+        labels = ["U", "V", "W", "X", "Y", "Z"]
+        card = 3
+        vals = [card for l in labels]
+        cim_min = random.uniform(0.5, 5)
+        cim_max = random.uniform(0.5, 5) + cim_min
+        ng = NetworkGenerator(labels, vals)
+        ng.generate_graph(0.3)
+        ng.generate_cims(cim_min, cim_max)
+        self.assertEqual(len(ng.cims), len(labels))      
+        self.assertListEqual(list(ng.cims.keys()), labels)
+        for key in ng.cims:
+            p_card = ng.graph.get_ordered_by_indx_set_of_parents(key)[2]
+            comb = ng.graph.build_p_comb_structure_for_a_node(p_card)
+            self.assertEqual(len(ng.cims[key].actual_cims), len(comb))
+            for cim in ng.cims[key].actual_cims:
+                self.assertEqual(sum(c > 0 for c in cim.cim.diagonal()), 0)
+                for i, row in enumerate(cim.cim):
+                    # self.assertEqual(round(sum(row) - row[i], 8), round(-1 * row[i], 8))
+                    self.assertEqual(sum(c < 0 for c in np.delete(cim.cim[i], i)), 0)
+    
+if __name__ == '__main__':
+    unittest.main()
\ No newline at end of file
diff --git a/PyCTBN/tests/structure_graph/test_setofcims.py b/PyCTBN/tests/structure_graph/test_setofcims.py
index 1435111..d471779 100644
--- a/PyCTBN/tests/structure_graph/test_setofcims.py
+++ b/PyCTBN/tests/structure_graph/test_setofcims.py
@@ -52,7 +52,8 @@ class TestSetOfCims(unittest.TestCase):
 
     def test_filter_cims_with_mask(self):
         p_combs = self.build_p_comb_structure_for_a_node(self.possible_cardinalities)
-        sofc1 = SetOfCims('X', self.possible_cardinalities, 3, p_combs)
+        sofc1 = SetOfCims(node_id = 'X', parents_states_number = self.possible_cardinalities, node_states_number = 3, 
+            p_combs = p_combs)
         state_res_times_list = []
         transition_matrices_list = []
         for i in range(len(p_combs)):
@@ -76,7 +77,8 @@ class TestSetOfCims(unittest.TestCase):
     def aux_test_build_cims(self, node_id, p_values, node_states, p_combs):
         state_res_times_list = []
         transition_matrices_list = []
-        so1 = SetOfCims(node_id, p_values, node_states, p_combs)
+        so1 = SetOfCims(node_id = node_id, parents_states_number = p_values, node_states_number = node_states, 
+            p_combs = p_combs)
         for i in range(len(p_combs)):
             state_res_times = np.random.rand(1, node_states)[0]
             state_res_times = state_res_times * 1000
@@ -90,7 +92,8 @@ class TestSetOfCims(unittest.TestCase):
         self.assertIsNone(so1._state_residence_times)
 
     def aux_test_init(self, node_id, parents_states_number, node_states_number, p_combs):
-        sofcims = SetOfCims(node_id, parents_states_number, node_states_number, p_combs)
+        sofcims = SetOfCims(node_id = node_id, parents_states_number = parents_states_number, 
+            node_states_number = node_states_number, p_combs = p_combs)
         self.assertEqual(sofcims._node_id, node_id)
         self.assertTrue(np.array_equal(sofcims._p_combs, p_combs))
         self.assertTrue(np.array_equal(sofcims._parents_states_number, parents_states_number))
diff --git a/PyCTBN/tests/structure_graph/test_trajectorygenerator.py b/PyCTBN/tests/structure_graph/test_trajectorygenerator.py
new file mode 100644
index 0000000..a14a748
--- /dev/null
+++ b/PyCTBN/tests/structure_graph/test_trajectorygenerator.py
@@ -0,0 +1,58 @@
+import unittest
+import random
+
+from PyCTBN.PyCTBN.structure_graph.trajectory import Trajectory
+from PyCTBN.PyCTBN.structure_graph.trajectory_generator import TrajectoryGenerator
+from PyCTBN.PyCTBN.utility.json_importer import JsonImporter
+
+class TestTrajectoryGenerator(unittest.TestCase):
+    @classmethod
+    def setUpClass(cls) -> None:
+        cls.j1 = JsonImporter(file_path = "./PyCTBN/test_data/networks_and_trajectories_binary_data_01_3.json", samples_label = "samples",
+                            structure_label = "dyn.str", variables_label = "variables",
+                            cims_label = "dyn.cims", time_key = "Time", 
+                            variables_key = "Name")
+        cls.j1.import_data(0)
+
+    def test_init(self):
+        tg = TrajectoryGenerator(self.j1)
+        self.assertEqual(len(tg._vnames), len(self.j1.variables))
+        self.assertIsInstance(tg._vnames, list)
+        self.assertIsInstance(tg._parents, dict)
+        self.assertIsInstance(tg._cims, dict)
+        self.assertListEqual(list(tg._parents.keys()), tg._vnames)
+        self.assertListEqual(list(tg._cims.keys()), tg._vnames)
+
+    def test_generated_trajectory(self):
+        tg = TrajectoryGenerator(self.j1)
+        end_time = random.randint(5, 100)
+        sigma = tg.CTBN_Sample(end_time)
+        traj = Trajectory(self.j1.build_list_of_samples_array(sigma), len(self.j1.sorter) + 1)
+        self.assertLessEqual(traj.times[len(traj.times) - 1], end_time)
+        for index in range(len(traj.times)):
+            if index > 0:
+                self.assertLess(traj.times[index - 1], traj.times[index])
+                if index < len(traj.times) - 1:
+                    diff = abs(sum(traj.trajectory[index - 1]) - sum(traj.trajectory[index]))
+                    self.assertEqual(diff, 1)
+        self.assertEqual(sum(traj.trajectory[len(traj.times) - 1]), -1 * len(self.j1.sorter))
+
+    def test_generated_trajectory_max_tr(self):
+        tg = TrajectoryGenerator(self.j1)
+        n_tr = random.randint(5, 100)
+        sigma = tg.CTBN_Sample(max_tr = n_tr)
+        traj = Trajectory(self.j1.build_list_of_samples_array(sigma), len(self.j1.sorter) + 1)
+        self.assertEqual(len(traj.times), n_tr + 1)
+
+    def test_multi_trajectory(self):
+        tg = TrajectoryGenerator(self.j1)
+        max_trs = [random.randint(5, 100) for i in range(10)]
+        trajectories = tg.multi_trajectory(max_trs = max_trs)
+        self.assertEqual(len(trajectories), len(max_trs))
+        self.assertTrue({len(trajectory) for trajectory in trajectories} == {max_tr + 1 for max_tr in max_trs})
+        t_ends = [random.randint(100, 500) for i in range(10)]
+        trajectories = tg.multi_trajectory(t_ends = t_ends)
+        self.assertEqual(len(trajectories), len(t_ends))
+
+if __name__ == '__main__':
+    unittest.main()
\ No newline at end of file
diff --git a/PyCTBN/tests/utility/test_cache.py b/PyCTBN/tests/utility/test_cache.py
index e799728..4f0c47f 100644
--- a/PyCTBN/tests/utility/test_cache.py
+++ b/PyCTBN/tests/utility/test_cache.py
@@ -19,13 +19,13 @@ class TestCache(unittest.TestCase):
     def test_put(self):
         c1 = Cache()
         pset1 = {'X', 'Y'}
-        sofc1 = SetOfCims('Z', [], 3, np.array([]))
+        sofc1 = SetOfCims(node_id = 'Z', parents_states_number = [], node_states_number = 3, p_combs = np.array([]))
         c1.put(pset1, sofc1)
         self.assertEqual(1, len(c1._actual_cache))
         self.assertEqual(1, len(c1._list_of_sets_of_parents))
         self.assertEqual(sofc1, c1._actual_cache[0])
         pset2 = {'X'}
-        sofc2 = SetOfCims('Z', [], 3, np.array([]))
+        sofc2 = SetOfCims(node_id = 'Z', parents_states_number = [], node_states_number = 3, p_combs = np.array([]))
         c1.put(pset2, sofc2)
         self.assertEqual(2, len(c1._actual_cache))
         self.assertEqual(2, len(c1._list_of_sets_of_parents))
@@ -34,7 +34,7 @@ class TestCache(unittest.TestCase):
     def test_find(self):
         c1 = Cache()
         pset1 = {'X', 'Y'}
-        sofc1 = SetOfCims('Z', [], 3, np.array([]))
+        sofc1 = SetOfCims(node_id = 'Z', parents_states_number = [], node_states_number = 3, p_combs = np.array([]))
         c1.put(pset1, sofc1)
         self.assertEqual(1, len(c1._actual_cache))
         self.assertEqual(1, len(c1._list_of_sets_of_parents))
diff --git a/PyCTBN/tests/utility/test_json_exporter.py b/PyCTBN/tests/utility/test_json_exporter.py
new file mode 100644
index 0000000..4c0c94f
--- /dev/null
+++ b/PyCTBN/tests/utility/test_json_exporter.py
@@ -0,0 +1,28 @@
+import unittest
+import random
+import numpy as np
+import os.path
+
+from PyCTBN.PyCTBN.utility.json_exporter import JsonExporter
+from PyCTBN.PyCTBN.structure_graph.trajectory_generator import TrajectoryGenerator
+from PyCTBN.PyCTBN.structure_graph.network_generator import NetworkGenerator
+
+class TestJSONExporter(unittest.TestCase):
+    def test_generate_graph(self):
+        ng = NetworkGenerator(["X", "Y", "Z"], [3 for i in range(3)])
+        ng.generate_graph(0.3)
+        ng.generate_cims(1, 3)
+        e1 = JsonExporter(ng.variables, ng.dyn_str, ng.cims)
+        tg = TrajectoryGenerator(variables = ng.variables, dyn_str = ng.dyn_str, dyn_cims = ng.cims)
+        n_traj = random.randint(1, 30)
+        for i in range(n_traj):
+            sigma = tg.CTBN_Sample(max_tr = 100)
+            e1.add_trajectory(sigma)
+
+        self.assertEqual(n_traj, len(e1._trajectories))
+        e1.out_file("test.json")
+        
+        self.assertTrue(os.path.isfile("test.json"))
+
+if __name__ == '__main__':
+    unittest.main()
\ No newline at end of file
diff --git a/docs-out/PyCTBN.PyCTBN.structure_graph.rst b/docs-out/PyCTBN.PyCTBN.structure_graph.rst
index c236017..f00477b 100644
--- a/docs-out/PyCTBN.PyCTBN.structure_graph.rst
+++ b/docs-out/PyCTBN.PyCTBN.structure_graph.rst
@@ -12,6 +12,14 @@ PyCTBN.PyCTBN.structure\_graph.conditional\_intensity\_matrix module
    :undoc-members:
    :show-inheritance:
 
+PyCTBN.PyCTBN.structure\_graph.network\_generator module
+--------------------------------------------------------
+
+.. automodule:: PyCTBN.PyCTBN.structure_graph.network_generator
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
 PyCTBN.PyCTBN.structure\_graph.network\_graph module
 ----------------------------------------------------
 
@@ -52,6 +60,14 @@ PyCTBN.PyCTBN.structure\_graph.trajectory module
    :undoc-members:
    :show-inheritance:
 
+PyCTBN.PyCTBN.structure\_graph.trajectory\_generator module
+-----------------------------------------------------------
+
+.. automodule:: PyCTBN.PyCTBN.structure_graph.trajectory_generator
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
 Module contents
 ---------------
 
diff --git a/docs-out/PyCTBN.PyCTBN.utility.rst b/docs-out/PyCTBN.PyCTBN.utility.rst
index 1a8a33d..d804edf 100644
--- a/docs-out/PyCTBN.PyCTBN.utility.rst
+++ b/docs-out/PyCTBN.PyCTBN.utility.rst
@@ -4,6 +4,14 @@ PyCTBN.PyCTBN.utility package
 Submodules
 ----------
 
+PyCTBN.PyCTBN.utility.abstract\_exporter module
+-----------------------------------------------
+
+.. automodule:: PyCTBN.PyCTBN.utility.abstract_exporter
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
 PyCTBN.PyCTBN.utility.abstract\_importer module
 -----------------------------------------------
 
@@ -20,6 +28,14 @@ PyCTBN.PyCTBN.utility.cache module
    :undoc-members:
    :show-inheritance:
 
+PyCTBN.PyCTBN.utility.json\_exporter module
+-------------------------------------------
+
+.. automodule:: PyCTBN.PyCTBN.utility.json_exporter
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
 PyCTBN.PyCTBN.utility.json\_importer module
 -------------------------------------------
 
diff --git a/docs-out/PyCTBN.rst b/docs-out/PyCTBN.rst
index db94109..3aaa3ce 100644
--- a/docs-out/PyCTBN.rst
+++ b/docs-out/PyCTBN.rst
@@ -8,10 +8,27 @@ Subpackages
    :maxdepth: 4
 
    PyCTBN.PyCTBN
+   PyCTBN.tests
 
 Submodules
 ----------
 
+PyCTBN.basic\_main module
+-------------------------
+
+.. automodule:: PyCTBN.basic_main
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+PyCTBN.setup module
+-------------------
+
+.. automodule:: PyCTBN.setup
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
 Module contents
 ---------------
 
diff --git a/docs-out/PyCTBN.tests.structure_graph.rst b/docs-out/PyCTBN.tests.structure_graph.rst
index 257d48d..7240498 100644
--- a/docs-out/PyCTBN.tests.structure_graph.rst
+++ b/docs-out/PyCTBN.tests.structure_graph.rst
@@ -12,6 +12,14 @@ PyCTBN.tests.structure\_graph.test\_cim module
    :undoc-members:
    :show-inheritance:
 
+PyCTBN.tests.structure\_graph.test\_networkgenerator module
+-----------------------------------------------------------
+
+.. automodule:: PyCTBN.tests.structure_graph.test_networkgenerator
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
 PyCTBN.tests.structure\_graph.test\_networkgraph module
 -------------------------------------------------------
 
@@ -52,6 +60,14 @@ PyCTBN.tests.structure\_graph.test\_trajectory module
    :undoc-members:
    :show-inheritance:
 
+PyCTBN.tests.structure\_graph.test\_trajectorygenerator module
+--------------------------------------------------------------
+
+.. automodule:: PyCTBN.tests.structure_graph.test_trajectorygenerator
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
 Module contents
 ---------------
 
diff --git a/docs-out/example.rst b/docs-out/example.rst
new file mode 100644
index 0000000..7789de1
--- /dev/null
+++ b/docs-out/example.rst
@@ -0,0 +1,7 @@
+example module
+==============
+
+.. automodule:: example
+   :members:
+   :undoc-members:
+   :show-inheritance:
diff --git a/docs-out/modules.rst b/docs-out/modules.rst
index 4ec310b..aa7e7d5 100644
--- a/docs-out/modules.rst
+++ b/docs-out/modules.rst
@@ -4,5 +4,6 @@ PyCTBN
 .. toctree::
    :maxdepth: 4
 
-   PyCTBN.PyCTBN
-   examples
+   PyCTBN
+   example
+   setup
diff --git a/docs/.buildinfo b/docs/.buildinfo
new file mode 100644
index 0000000..13582d3
--- /dev/null
+++ b/docs/.buildinfo
@@ -0,0 +1,4 @@
+# Sphinx build info version 1
+# This file hashes the configuration used when building these files. When it is not found, a full rebuild will be done.
+config: 87e83150455399004cf3d149c3abeafb
+tags: 645f666f9bcd5a90fca523b33c5a78b7
diff --git a/docs/.doctrees/PyCTBN.PyCTBN.doctree b/docs/.doctrees/PyCTBN.PyCTBN.doctree
new file mode 100644
index 0000000..0422341
Binary files /dev/null and b/docs/.doctrees/PyCTBN.PyCTBN.doctree differ
diff --git a/docs/.doctrees/PyCTBN.PyCTBN.estimators.doctree b/docs/.doctrees/PyCTBN.PyCTBN.estimators.doctree
new file mode 100644
index 0000000..7d01b2b
Binary files /dev/null and b/docs/.doctrees/PyCTBN.PyCTBN.estimators.doctree differ
diff --git a/docs/.doctrees/PyCTBN.PyCTBN.optimizers.doctree b/docs/.doctrees/PyCTBN.PyCTBN.optimizers.doctree
new file mode 100644
index 0000000..70c7b60
Binary files /dev/null and b/docs/.doctrees/PyCTBN.PyCTBN.optimizers.doctree differ
diff --git a/docs/.doctrees/PyCTBN.PyCTBN.structure_graph.doctree b/docs/.doctrees/PyCTBN.PyCTBN.structure_graph.doctree
new file mode 100644
index 0000000..eb16c24
Binary files /dev/null and b/docs/.doctrees/PyCTBN.PyCTBN.structure_graph.doctree differ
diff --git a/docs/.doctrees/PyCTBN.PyCTBN.utility.doctree b/docs/.doctrees/PyCTBN.PyCTBN.utility.doctree
new file mode 100644
index 0000000..5f796fc
Binary files /dev/null and b/docs/.doctrees/PyCTBN.PyCTBN.utility.doctree differ
diff --git a/docs/.doctrees/PyCTBN.doctree b/docs/.doctrees/PyCTBN.doctree
new file mode 100644
index 0000000..2a2f60e
Binary files /dev/null and b/docs/.doctrees/PyCTBN.doctree differ
diff --git a/docs/.doctrees/PyCTBN.tests.doctree b/docs/.doctrees/PyCTBN.tests.doctree
new file mode 100644
index 0000000..fefc2ba
Binary files /dev/null and b/docs/.doctrees/PyCTBN.tests.doctree differ
diff --git a/docs/.doctrees/PyCTBN.tests.estimators.doctree b/docs/.doctrees/PyCTBN.tests.estimators.doctree
new file mode 100644
index 0000000..80596df
Binary files /dev/null and b/docs/.doctrees/PyCTBN.tests.estimators.doctree differ
diff --git a/docs/.doctrees/PyCTBN.tests.optimizers.doctree b/docs/.doctrees/PyCTBN.tests.optimizers.doctree
new file mode 100644
index 0000000..3ff3f0f
Binary files /dev/null and b/docs/.doctrees/PyCTBN.tests.optimizers.doctree differ
diff --git a/docs/.doctrees/PyCTBN.tests.structure_graph.doctree b/docs/.doctrees/PyCTBN.tests.structure_graph.doctree
new file mode 100644
index 0000000..7eca987
Binary files /dev/null and b/docs/.doctrees/PyCTBN.tests.structure_graph.doctree differ
diff --git a/docs/.doctrees/PyCTBN.tests.utility.doctree b/docs/.doctrees/PyCTBN.tests.utility.doctree
new file mode 100644
index 0000000..b283295
Binary files /dev/null and b/docs/.doctrees/PyCTBN.tests.utility.doctree differ
diff --git a/docs/.doctrees/basic_main.doctree b/docs/.doctrees/basic_main.doctree
new file mode 100644
index 0000000..f4ece6f
Binary files /dev/null and b/docs/.doctrees/basic_main.doctree differ
diff --git a/docs/.doctrees/environment.pickle b/docs/.doctrees/environment.pickle
new file mode 100644
index 0000000..7c761fd
Binary files /dev/null and b/docs/.doctrees/environment.pickle differ
diff --git a/docs/.doctrees/example.doctree b/docs/.doctrees/example.doctree
new file mode 100644
index 0000000..155306f
Binary files /dev/null and b/docs/.doctrees/example.doctree differ
diff --git a/docs/.doctrees/examples.doctree b/docs/.doctrees/examples.doctree
new file mode 100644
index 0000000..7809651
Binary files /dev/null and b/docs/.doctrees/examples.doctree differ
diff --git a/docs/.doctrees/index.doctree b/docs/.doctrees/index.doctree
new file mode 100644
index 0000000..32f7ba4
Binary files /dev/null and b/docs/.doctrees/index.doctree differ
diff --git a/docs/.doctrees/modules.doctree b/docs/.doctrees/modules.doctree
new file mode 100644
index 0000000..b00fadd
Binary files /dev/null and b/docs/.doctrees/modules.doctree differ
diff --git a/docs/.doctrees/setup.doctree b/docs/.doctrees/setup.doctree
new file mode 100644
index 0000000..955f85e
Binary files /dev/null and b/docs/.doctrees/setup.doctree differ
diff --git a/docs/PyCTBN.PyCTBN.estimators.html b/docs/PyCTBN.PyCTBN.estimators.html
index 744c567..1644fa4 100644
--- a/docs/PyCTBN.PyCTBN.estimators.html
+++ b/docs/PyCTBN.PyCTBN.estimators.html
@@ -19,6 +19,10 @@
     <link rel="stylesheet" href="_static/css/pdj.css" type="text/css" />
 
   
+    <link rel="stylesheet" href="_static/pygments.css" type="text/css" />
+  
+    <link rel="stylesheet" href="_static/css/pdj.css" type="text/css" />
+  
 
   
 
@@ -123,13 +127,13 @@
 <section id="module-PyCTBN.PyCTBN.estimators.fam_score_calculator">
 <span id="pyctbn-pyctbn-estimators-fam-score-calculator-module"></span><h2>PyCTBN.PyCTBN.estimators.fam_score_calculator module<a class="headerlink" href="#module-PyCTBN.PyCTBN.estimators.fam_score_calculator" title="Permalink to this headline">¶</a></h2>
 <dl class="py class">
-<dt id="PyCTBN.PyCTBN.estimators.fam_score_calculator.FamScoreCalculator">
-<em class="property">class </em><code class="sig-prename descclassname">PyCTBN.PyCTBN.estimators.fam_score_calculator.</code><code class="sig-name descname">FamScoreCalculator</code><a class="headerlink" href="#PyCTBN.PyCTBN.estimators.fam_score_calculator.FamScoreCalculator" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.estimators.fam_score_calculator.FamScoreCalculator">
+<em class="property"><span class="pre">class</span> </em><span class="sig-prename descclassname"><span class="pre">PyCTBN.PyCTBN.estimators.fam_score_calculator.</span></span><span class="sig-name descname"><span class="pre">FamScoreCalculator</span></span><a class="headerlink" href="#PyCTBN.PyCTBN.estimators.fam_score_calculator.FamScoreCalculator" title="Permalink to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">object</span></code></p>
 <p>Has the task of calculating the FamScore of a node by using a Bayesian score function</p>
 <dl class="py method">
-<dt id="PyCTBN.PyCTBN.estimators.fam_score_calculator.FamScoreCalculator.get_fam_score">
-<code class="sig-name descname">get_fam_score</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">cims</span><span class="p">:</span> <span class="n">numpy.array</span></em>, <em class="sig-param"><span class="n">tau_xu</span><span class="p">:</span> <span class="n">float</span> <span class="o">=</span> <span class="default_value">0.1</span></em>, <em class="sig-param"><span class="n">alpha_xu</span><span class="p">:</span> <span class="n">float</span> <span class="o">=</span> <span class="default_value">1</span></em><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.PyCTBN.estimators.fam_score_calculator.FamScoreCalculator.get_fam_score" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.estimators.fam_score_calculator.FamScoreCalculator.get_fam_score">
+<span class="sig-name descname"><span class="pre">get_fam_score</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">cims</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">numpy.array</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">tau_xu</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">float</span></span> <span class="o"><span class="pre">=</span></span> <span class="default_value"><span class="pre">0.1</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">alpha_xu</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">float</span></span> <span class="o"><span class="pre">=</span></span> <span class="default_value"><span class="pre">1</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.PyCTBN.estimators.fam_score_calculator.FamScoreCalculator.get_fam_score" title="Permalink to this definition">¶</a></dt>
 <dd><p>Calculate the FamScore value of the node</p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters</dt>
@@ -149,8 +153,8 @@
 </dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.PyCTBN.estimators.fam_score_calculator.FamScoreCalculator.marginal_likelihood_q">
-<code class="sig-name descname">marginal_likelihood_q</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">cims</span><span class="p">:</span> <span class="n">numpy.array</span></em>, <em class="sig-param"><span class="n">tau_xu</span><span class="p">:</span> <span class="n">float</span> <span class="o">=</span> <span class="default_value">0.1</span></em>, <em class="sig-param"><span class="n">alpha_xu</span><span class="p">:</span> <span class="n">float</span> <span class="o">=</span> <span class="default_value">1</span></em><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.PyCTBN.estimators.fam_score_calculator.FamScoreCalculator.marginal_likelihood_q" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.estimators.fam_score_calculator.FamScoreCalculator.marginal_likelihood_q">
+<span class="sig-name descname"><span class="pre">marginal_likelihood_q</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">cims</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">numpy.array</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">tau_xu</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">float</span></span> <span class="o"><span class="pre">=</span></span> <span class="default_value"><span class="pre">0.1</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">alpha_xu</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">float</span></span> <span class="o"><span class="pre">=</span></span> <span class="default_value"><span class="pre">1</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.PyCTBN.estimators.fam_score_calculator.FamScoreCalculator.marginal_likelihood_q" title="Permalink to this definition">¶</a></dt>
 <dd><p>Calculate the value of the marginal likelihood over q of the node identified by the label node_id</p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters</dt>
@@ -170,8 +174,8 @@
 </dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.PyCTBN.estimators.fam_score_calculator.FamScoreCalculator.marginal_likelihood_theta">
-<code class="sig-name descname">marginal_likelihood_theta</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">cims</span><span class="p">:</span> <span class="n"><a class="reference internal" href="PyCTBN.PyCTBN.structure_graph.html#PyCTBN.PyCTBN.structure_graph.conditional_intensity_matrix.ConditionalIntensityMatrix" title="PyCTBN.PyCTBN.structure_graph.conditional_intensity_matrix.ConditionalIntensityMatrix">PyCTBN.PyCTBN.structure_graph.conditional_intensity_matrix.ConditionalIntensityMatrix</a></span></em>, <em class="sig-param"><span class="n">alpha_xu</span><span class="p">:</span> <span class="n">float</span></em>, <em class="sig-param"><span class="n">alpha_xxu</span><span class="p">:</span> <span class="n">float</span></em><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.PyCTBN.estimators.fam_score_calculator.FamScoreCalculator.marginal_likelihood_theta" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.estimators.fam_score_calculator.FamScoreCalculator.marginal_likelihood_theta">
+<span class="sig-name descname"><span class="pre">marginal_likelihood_theta</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">cims</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><a class="reference internal" href="PyCTBN.PyCTBN.structure_graph.html#PyCTBN.PyCTBN.structure_graph.conditional_intensity_matrix.ConditionalIntensityMatrix" title="PyCTBN.PyCTBN.structure_graph.conditional_intensity_matrix.ConditionalIntensityMatrix"><span class="pre">PyCTBN.PyCTBN.structure_graph.conditional_intensity_matrix.ConditionalIntensityMatrix</span></a></span></em>, <em class="sig-param"><span class="n"><span class="pre">alpha_xu</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">float</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">alpha_xxu</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">float</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.PyCTBN.estimators.fam_score_calculator.FamScoreCalculator.marginal_likelihood_theta" title="Permalink to this definition">¶</a></dt>
 <dd><p>Calculate the FamScore value of the node identified by the label node_id</p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters</dt>
@@ -191,8 +195,8 @@
 </dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.PyCTBN.estimators.fam_score_calculator.FamScoreCalculator.single_cim_xu_marginal_likelihood_q">
-<code class="sig-name descname">single_cim_xu_marginal_likelihood_q</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">M_xu_suff_stats</span><span class="p">:</span> <span class="n">float</span></em>, <em class="sig-param"><span class="n">T_xu_suff_stats</span><span class="p">:</span> <span class="n">float</span></em>, <em class="sig-param"><span class="n">tau_xu</span><span class="p">:</span> <span class="n">float</span> <span class="o">=</span> <span class="default_value">0.1</span></em>, <em class="sig-param"><span class="n">alpha_xu</span><span class="p">:</span> <span class="n">float</span> <span class="o">=</span> <span class="default_value">1</span></em><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.PyCTBN.estimators.fam_score_calculator.FamScoreCalculator.single_cim_xu_marginal_likelihood_q" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.estimators.fam_score_calculator.FamScoreCalculator.single_cim_xu_marginal_likelihood_q">
+<span class="sig-name descname"><span class="pre">single_cim_xu_marginal_likelihood_q</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">M_xu_suff_stats</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">float</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">T_xu_suff_stats</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">float</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">tau_xu</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">float</span></span> <span class="o"><span class="pre">=</span></span> <span class="default_value"><span class="pre">0.1</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">alpha_xu</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">float</span></span> <span class="o"><span class="pre">=</span></span> <span class="default_value"><span class="pre">1</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.PyCTBN.estimators.fam_score_calculator.FamScoreCalculator.single_cim_xu_marginal_likelihood_q" title="Permalink to this definition">¶</a></dt>
 <dd><p>Calculate the marginal likelihood on q of the node when assumes a specif value
 and a specif parents’s assignment</p>
 <dl class="field-list simple">
@@ -215,8 +219,8 @@ and a specif parents’s assignment</p>
 </dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.PyCTBN.estimators.fam_score_calculator.FamScoreCalculator.single_cim_xu_marginal_likelihood_theta">
-<code class="sig-name descname">single_cim_xu_marginal_likelihood_theta</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">index</span><span class="p">:</span> <span class="n">int</span></em>, <em class="sig-param"><span class="n">cim</span><span class="p">:</span> <span class="n"><a class="reference internal" href="PyCTBN.PyCTBN.structure_graph.html#PyCTBN.PyCTBN.structure_graph.conditional_intensity_matrix.ConditionalIntensityMatrix" title="PyCTBN.PyCTBN.structure_graph.conditional_intensity_matrix.ConditionalIntensityMatrix">PyCTBN.PyCTBN.structure_graph.conditional_intensity_matrix.ConditionalIntensityMatrix</a></span></em>, <em class="sig-param"><span class="n">alpha_xu</span><span class="p">:</span> <span class="n">float</span></em>, <em class="sig-param"><span class="n">alpha_xxu</span><span class="p">:</span> <span class="n">float</span></em><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.PyCTBN.estimators.fam_score_calculator.FamScoreCalculator.single_cim_xu_marginal_likelihood_theta" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.estimators.fam_score_calculator.FamScoreCalculator.single_cim_xu_marginal_likelihood_theta">
+<span class="sig-name descname"><span class="pre">single_cim_xu_marginal_likelihood_theta</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">index</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">int</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">cim</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><a class="reference internal" href="PyCTBN.PyCTBN.structure_graph.html#PyCTBN.PyCTBN.structure_graph.conditional_intensity_matrix.ConditionalIntensityMatrix" title="PyCTBN.PyCTBN.structure_graph.conditional_intensity_matrix.ConditionalIntensityMatrix"><span class="pre">PyCTBN.PyCTBN.structure_graph.conditional_intensity_matrix.ConditionalIntensityMatrix</span></a></span></em>, <em class="sig-param"><span class="n"><span class="pre">alpha_xu</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">float</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">alpha_xxu</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">float</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.PyCTBN.estimators.fam_score_calculator.FamScoreCalculator.single_cim_xu_marginal_likelihood_theta" title="Permalink to this definition">¶</a></dt>
 <dd><p>Calculate the marginal likelihood on q of the node when assumes a specif value
 and a specif parents’s assignment</p>
 <dl class="field-list simple">
@@ -237,8 +241,8 @@ and a specif parents’s assignment</p>
 </dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.PyCTBN.estimators.fam_score_calculator.FamScoreCalculator.single_internal_cim_xxu_marginal_likelihood_theta">
-<code class="sig-name descname">single_internal_cim_xxu_marginal_likelihood_theta</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">M_xxu_suff_stats</span><span class="p">:</span> <span class="n">float</span></em>, <em class="sig-param"><span class="n">alpha_xxu</span><span class="p">:</span> <span class="n">float</span> <span class="o">=</span> <span class="default_value">1</span></em><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.PyCTBN.estimators.fam_score_calculator.FamScoreCalculator.single_internal_cim_xxu_marginal_likelihood_theta" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.estimators.fam_score_calculator.FamScoreCalculator.single_internal_cim_xxu_marginal_likelihood_theta">
+<span class="sig-name descname"><span class="pre">single_internal_cim_xxu_marginal_likelihood_theta</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">M_xxu_suff_stats</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">float</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">alpha_xxu</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">float</span></span> <span class="o"><span class="pre">=</span></span> <span class="default_value"><span class="pre">1</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.PyCTBN.estimators.fam_score_calculator.FamScoreCalculator.single_internal_cim_xxu_marginal_likelihood_theta" title="Permalink to this definition">¶</a></dt>
 <dd><p>Calculate the second part of the marginal likelihood over theta formula</p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters</dt>
@@ -257,8 +261,8 @@ and a specif parents’s assignment</p>
 </dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.PyCTBN.estimators.fam_score_calculator.FamScoreCalculator.variable_cim_xu_marginal_likelihood_q">
-<code class="sig-name descname">variable_cim_xu_marginal_likelihood_q</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">cim</span><span class="p">:</span> <span class="n"><a class="reference internal" href="PyCTBN.PyCTBN.structure_graph.html#PyCTBN.PyCTBN.structure_graph.conditional_intensity_matrix.ConditionalIntensityMatrix" title="PyCTBN.PyCTBN.structure_graph.conditional_intensity_matrix.ConditionalIntensityMatrix">PyCTBN.PyCTBN.structure_graph.conditional_intensity_matrix.ConditionalIntensityMatrix</a></span></em>, <em class="sig-param"><span class="n">tau_xu</span><span class="p">:</span> <span class="n">float</span> <span class="o">=</span> <span class="default_value">0.1</span></em>, <em class="sig-param"><span class="n">alpha_xu</span><span class="p">:</span> <span class="n">float</span> <span class="o">=</span> <span class="default_value">1</span></em><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.PyCTBN.estimators.fam_score_calculator.FamScoreCalculator.variable_cim_xu_marginal_likelihood_q" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.estimators.fam_score_calculator.FamScoreCalculator.variable_cim_xu_marginal_likelihood_q">
+<span class="sig-name descname"><span class="pre">variable_cim_xu_marginal_likelihood_q</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">cim</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><a class="reference internal" href="PyCTBN.PyCTBN.structure_graph.html#PyCTBN.PyCTBN.structure_graph.conditional_intensity_matrix.ConditionalIntensityMatrix" title="PyCTBN.PyCTBN.structure_graph.conditional_intensity_matrix.ConditionalIntensityMatrix"><span class="pre">PyCTBN.PyCTBN.structure_graph.conditional_intensity_matrix.ConditionalIntensityMatrix</span></a></span></em>, <em class="sig-param"><span class="n"><span class="pre">tau_xu</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">float</span></span> <span class="o"><span class="pre">=</span></span> <span class="default_value"><span class="pre">0.1</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">alpha_xu</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">float</span></span> <span class="o"><span class="pre">=</span></span> <span class="default_value"><span class="pre">1</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.PyCTBN.estimators.fam_score_calculator.FamScoreCalculator.variable_cim_xu_marginal_likelihood_q" title="Permalink to this definition">¶</a></dt>
 <dd><p>Calculate the value of the marginal likelihood over q given a cim</p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters</dt>
@@ -278,8 +282,8 @@ and a specif parents’s assignment</p>
 </dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.PyCTBN.estimators.fam_score_calculator.FamScoreCalculator.variable_cim_xu_marginal_likelihood_theta">
-<code class="sig-name descname">variable_cim_xu_marginal_likelihood_theta</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">cim</span><span class="p">:</span> <span class="n"><a class="reference internal" href="PyCTBN.PyCTBN.structure_graph.html#PyCTBN.PyCTBN.structure_graph.conditional_intensity_matrix.ConditionalIntensityMatrix" title="PyCTBN.PyCTBN.structure_graph.conditional_intensity_matrix.ConditionalIntensityMatrix">PyCTBN.PyCTBN.structure_graph.conditional_intensity_matrix.ConditionalIntensityMatrix</a></span></em>, <em class="sig-param"><span class="n">alpha_xu</span><span class="p">:</span> <span class="n">float</span></em>, <em class="sig-param"><span class="n">alpha_xxu</span><span class="p">:</span> <span class="n">float</span></em><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.PyCTBN.estimators.fam_score_calculator.FamScoreCalculator.variable_cim_xu_marginal_likelihood_theta" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.estimators.fam_score_calculator.FamScoreCalculator.variable_cim_xu_marginal_likelihood_theta">
+<span class="sig-name descname"><span class="pre">variable_cim_xu_marginal_likelihood_theta</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">cim</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><a class="reference internal" href="PyCTBN.PyCTBN.structure_graph.html#PyCTBN.PyCTBN.structure_graph.conditional_intensity_matrix.ConditionalIntensityMatrix" title="PyCTBN.PyCTBN.structure_graph.conditional_intensity_matrix.ConditionalIntensityMatrix"><span class="pre">PyCTBN.PyCTBN.structure_graph.conditional_intensity_matrix.ConditionalIntensityMatrix</span></a></span></em>, <em class="sig-param"><span class="n"><span class="pre">alpha_xu</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">float</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">alpha_xxu</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">float</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.PyCTBN.estimators.fam_score_calculator.FamScoreCalculator.variable_cim_xu_marginal_likelihood_theta" title="Permalink to this definition">¶</a></dt>
 <dd><p>Calculate the value of the marginal likelihood over theta given a cim</p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters</dt>
@@ -304,8 +308,8 @@ and a specif parents’s assignment</p>
 <section id="module-PyCTBN.PyCTBN.estimators.parameters_estimator">
 <span id="pyctbn-pyctbn-estimators-parameters-estimator-module"></span><h2>PyCTBN.PyCTBN.estimators.parameters_estimator module<a class="headerlink" href="#module-PyCTBN.PyCTBN.estimators.parameters_estimator" title="Permalink to this headline">¶</a></h2>
 <dl class="py class">
-<dt id="PyCTBN.PyCTBN.estimators.parameters_estimator.ParametersEstimator">
-<em class="property">class </em><code class="sig-prename descclassname">PyCTBN.PyCTBN.estimators.parameters_estimator.</code><code class="sig-name descname">ParametersEstimator</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">trajectories</span><span class="p">:</span> <span class="n"><a class="reference internal" href="PyCTBN.PyCTBN.structure_graph.html#PyCTBN.PyCTBN.structure_graph.trajectory.Trajectory" title="PyCTBN.PyCTBN.structure_graph.trajectory.Trajectory">PyCTBN.PyCTBN.structure_graph.trajectory.Trajectory</a></span></em>, <em class="sig-param"><span class="n">net_graph</span><span class="p">:</span> <span class="n"><a class="reference internal" href="PyCTBN.PyCTBN.structure_graph.html#PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph" title="PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph">PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph</a></span></em><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.PyCTBN.estimators.parameters_estimator.ParametersEstimator" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.estimators.parameters_estimator.ParametersEstimator">
+<em class="property"><span class="pre">class</span> </em><span class="sig-prename descclassname"><span class="pre">PyCTBN.PyCTBN.estimators.parameters_estimator.</span></span><span class="sig-name descname"><span class="pre">ParametersEstimator</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">trajectories</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><a class="reference internal" href="PyCTBN.PyCTBN.structure_graph.html#PyCTBN.PyCTBN.structure_graph.trajectory.Trajectory" title="PyCTBN.PyCTBN.structure_graph.trajectory.Trajectory"><span class="pre">PyCTBN.PyCTBN.structure_graph.trajectory.Trajectory</span></a></span></em>, <em class="sig-param"><span class="n"><span class="pre">net_graph</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><a class="reference internal" href="PyCTBN.PyCTBN.structure_graph.html#PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph" title="PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph"><span class="pre">PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph</span></a></span></em><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.PyCTBN.estimators.parameters_estimator.ParametersEstimator" title="Permalink to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">object</span></code></p>
 <p>Has the task of computing the cims of particular node given the trajectories and the net structure
 in the graph <code class="docutils literal notranslate"><span class="pre">_net_graph</span></code>.</p>
@@ -321,8 +325,8 @@ in the graph <code class="docutils literal notranslate"><span class="pre">_net_g
 </dd>
 </dl>
 <dl class="py method">
-<dt id="PyCTBN.PyCTBN.estimators.parameters_estimator.ParametersEstimator.compute_parameters_for_node">
-<code class="sig-name descname">compute_parameters_for_node</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">node_id</span><span class="p">:</span> <span class="n">str</span></em><span class="sig-paren">)</span> &#x2192; <a class="reference internal" href="PyCTBN.PyCTBN.structure_graph.html#PyCTBN.PyCTBN.structure_graph.set_of_cims.SetOfCims" title="PyCTBN.PyCTBN.structure_graph.set_of_cims.SetOfCims">PyCTBN.PyCTBN.structure_graph.set_of_cims.SetOfCims</a><a class="headerlink" href="#PyCTBN.PyCTBN.estimators.parameters_estimator.ParametersEstimator.compute_parameters_for_node" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.estimators.parameters_estimator.ParametersEstimator.compute_parameters_for_node">
+<span class="sig-name descname"><span class="pre">compute_parameters_for_node</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">node_id</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">str</span></span></em><span class="sig-paren">)</span> &#x2192; <a class="reference internal" href="PyCTBN.PyCTBN.structure_graph.html#PyCTBN.PyCTBN.structure_graph.set_of_cims.SetOfCims" title="PyCTBN.PyCTBN.structure_graph.set_of_cims.SetOfCims"><span class="pre">PyCTBN.PyCTBN.structure_graph.set_of_cims.SetOfCims</span></a><a class="headerlink" href="#PyCTBN.PyCTBN.estimators.parameters_estimator.ParametersEstimator.compute_parameters_for_node" title="Permalink to this definition">¶</a></dt>
 <dd><p>Compute the CIMS of the node identified by the label <code class="docutils literal notranslate"><span class="pre">node_id</span></code>.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters</dt>
@@ -338,8 +342,8 @@ in the graph <code class="docutils literal notranslate"><span class="pre">_net_g
 </dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.PyCTBN.estimators.parameters_estimator.ParametersEstimator.compute_state_res_time_for_node">
-<em class="property">static </em><code class="sig-name descname">compute_state_res_time_for_node</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">times</span><span class="p">:</span> <span class="n">numpy.ndarray</span></em>, <em class="sig-param"><span class="n">trajectory</span><span class="p">:</span> <span class="n">numpy.ndarray</span></em>, <em class="sig-param"><span class="n">cols_filter</span><span class="p">:</span> <span class="n">numpy.ndarray</span></em>, <em class="sig-param"><span class="n">scalar_indexes_struct</span><span class="p">:</span> <span class="n">numpy.ndarray</span></em>, <em class="sig-param"><span class="n">T</span><span class="p">:</span> <span class="n">numpy.ndarray</span></em><span class="sig-paren">)</span> &#x2192; None<a class="headerlink" href="#PyCTBN.PyCTBN.estimators.parameters_estimator.ParametersEstimator.compute_state_res_time_for_node" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.estimators.parameters_estimator.ParametersEstimator.compute_state_res_time_for_node">
+<em class="property"><span class="pre">static</span> </em><span class="sig-name descname"><span class="pre">compute_state_res_time_for_node</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">times</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">numpy.ndarray</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">trajectory</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">numpy.ndarray</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">cols_filter</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">numpy.ndarray</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">scalar_indexes_struct</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">numpy.ndarray</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">T</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">numpy.ndarray</span></span></em><span class="sig-paren">)</span> &#x2192; <span class="pre">None</span><a class="headerlink" href="#PyCTBN.PyCTBN.estimators.parameters_estimator.ParametersEstimator.compute_state_res_time_for_node" title="Permalink to this definition">¶</a></dt>
 <dd><p>Compute the state residence times for a node and fill the matrix <code class="docutils literal notranslate"><span class="pre">T</span></code> with the results</p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters</dt>
@@ -356,8 +360,8 @@ in the graph <code class="docutils literal notranslate"><span class="pre">_net_g
 </dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.PyCTBN.estimators.parameters_estimator.ParametersEstimator.compute_state_transitions_for_a_node">
-<em class="property">static </em><code class="sig-name descname">compute_state_transitions_for_a_node</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">node_indx</span><span class="p">:</span> <span class="n">int</span></em>, <em class="sig-param"><span class="n">trajectory</span><span class="p">:</span> <span class="n">numpy.ndarray</span></em>, <em class="sig-param"><span class="n">cols_filter</span><span class="p">:</span> <span class="n">numpy.ndarray</span></em>, <em class="sig-param"><span class="n">scalar_indexing</span><span class="p">:</span> <span class="n">numpy.ndarray</span></em>, <em class="sig-param"><span class="n">M</span><span class="p">:</span> <span class="n">numpy.ndarray</span></em><span class="sig-paren">)</span> &#x2192; None<a class="headerlink" href="#PyCTBN.PyCTBN.estimators.parameters_estimator.ParametersEstimator.compute_state_transitions_for_a_node" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.estimators.parameters_estimator.ParametersEstimator.compute_state_transitions_for_a_node">
+<em class="property"><span class="pre">static</span> </em><span class="sig-name descname"><span class="pre">compute_state_transitions_for_a_node</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">node_indx</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">int</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">trajectory</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">numpy.ndarray</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">cols_filter</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">numpy.ndarray</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">scalar_indexing</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">numpy.ndarray</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">M</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">numpy.ndarray</span></span></em><span class="sig-paren">)</span> &#x2192; <span class="pre">None</span><a class="headerlink" href="#PyCTBN.PyCTBN.estimators.parameters_estimator.ParametersEstimator.compute_state_transitions_for_a_node" title="Permalink to this definition">¶</a></dt>
 <dd><p>Compute the state residence times for a node and fill the matrices <code class="docutils literal notranslate"><span class="pre">M</span></code> with the results.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters</dt>
@@ -373,8 +377,8 @@ in the graph <code class="docutils literal notranslate"><span class="pre">_net_g
 </dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.PyCTBN.estimators.parameters_estimator.ParametersEstimator.fast_init">
-<code class="sig-name descname">fast_init</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">node_id</span><span class="p">:</span> <span class="n">str</span></em><span class="sig-paren">)</span> &#x2192; None<a class="headerlink" href="#PyCTBN.PyCTBN.estimators.parameters_estimator.ParametersEstimator.fast_init" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.estimators.parameters_estimator.ParametersEstimator.fast_init">
+<span class="sig-name descname"><span class="pre">fast_init</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">node_id</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">str</span></span></em><span class="sig-paren">)</span> &#x2192; <span class="pre">None</span><a class="headerlink" href="#PyCTBN.PyCTBN.estimators.parameters_estimator.ParametersEstimator.fast_init" title="Permalink to this definition">¶</a></dt>
 <dd><p>Initializes all the necessary structures for the parameters estimation for the node <code class="docutils literal notranslate"><span class="pre">node_id</span></code>.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters</dt>
@@ -389,8 +393,8 @@ in the graph <code class="docutils literal notranslate"><span class="pre">_net_g
 <section id="module-PyCTBN.PyCTBN.estimators.structure_constraint_based_estimator">
 <span id="pyctbn-pyctbn-estimators-structure-constraint-based-estimator-module"></span><h2>PyCTBN.PyCTBN.estimators.structure_constraint_based_estimator module<a class="headerlink" href="#module-PyCTBN.PyCTBN.estimators.structure_constraint_based_estimator" title="Permalink to this headline">¶</a></h2>
 <dl class="py class">
-<dt id="PyCTBN.PyCTBN.estimators.structure_constraint_based_estimator.StructureConstraintBasedEstimator">
-<em class="property">class </em><code class="sig-prename descclassname">PyCTBN.PyCTBN.estimators.structure_constraint_based_estimator.</code><code class="sig-name descname">StructureConstraintBasedEstimator</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">sample_path</span><span class="p">:</span> <span class="n"><a class="reference internal" href="PyCTBN.PyCTBN.structure_graph.html#PyCTBN.PyCTBN.structure_graph.sample_path.SamplePath" title="PyCTBN.PyCTBN.structure_graph.sample_path.SamplePath">PyCTBN.PyCTBN.structure_graph.sample_path.SamplePath</a></span></em>, <em class="sig-param"><span class="n">exp_test_alfa</span><span class="p">:</span> <span class="n">float</span></em>, <em class="sig-param"><span class="n">chi_test_alfa</span><span class="p">:</span> <span class="n">float</span></em>, <em class="sig-param"><span class="n">known_edges</span><span class="p">:</span> <span class="n">List</span> <span class="o">=</span> <span class="default_value">[]</span></em>, <em class="sig-param"><span class="n">thumb_threshold</span><span class="p">:</span> <span class="n">int</span> <span class="o">=</span> <span class="default_value">25</span></em><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.PyCTBN.estimators.structure_constraint_based_estimator.StructureConstraintBasedEstimator" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.estimators.structure_constraint_based_estimator.StructureConstraintBasedEstimator">
+<em class="property"><span class="pre">class</span> </em><span class="sig-prename descclassname"><span class="pre">PyCTBN.PyCTBN.estimators.structure_constraint_based_estimator.</span></span><span class="sig-name descname"><span class="pre">StructureConstraintBasedEstimator</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">sample_path</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><a class="reference internal" href="PyCTBN.PyCTBN.structure_graph.html#PyCTBN.PyCTBN.structure_graph.sample_path.SamplePath" title="PyCTBN.PyCTBN.structure_graph.sample_path.SamplePath"><span class="pre">PyCTBN.PyCTBN.structure_graph.sample_path.SamplePath</span></a></span></em>, <em class="sig-param"><span class="n"><span class="pre">exp_test_alfa</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">float</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">chi_test_alfa</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">float</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">known_edges</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">List</span></span> <span class="o"><span class="pre">=</span></span> <span class="default_value"><span class="pre">[]</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">thumb_threshold</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">int</span></span> <span class="o"><span class="pre">=</span></span> <span class="default_value"><span class="pre">25</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.PyCTBN.estimators.structure_constraint_based_estimator.StructureConstraintBasedEstimator" title="Permalink to this definition">¶</a></dt>
 <dd><p>Bases: <a class="reference internal" href="#PyCTBN.PyCTBN.estimators.structure_estimator.StructureEstimator" title="PyCTBN.PyCTBN.estimators.structure_estimator.StructureEstimator"><code class="xref py py-class docutils literal notranslate"><span class="pre">PyCTBN.PyCTBN.estimators.structure_estimator.StructureEstimator</span></code></a></p>
 <p>Has the task of estimating the network structure given the trajectories in samplepath by using a constraint-based approach.</p>
 <dl class="field-list simple">
@@ -420,8 +424,8 @@ in the graph <code class="docutils literal notranslate"><span class="pre">_net_g
 </dd>
 </dl>
 <dl class="py method">
-<dt id="PyCTBN.PyCTBN.estimators.structure_constraint_based_estimator.StructureConstraintBasedEstimator.complete_test">
-<code class="sig-name descname">complete_test</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">test_parent</span><span class="p">:</span> <span class="n">str</span></em>, <em class="sig-param"><span class="n">test_child</span><span class="p">:</span> <span class="n">str</span></em>, <em class="sig-param"><span class="n">parent_set</span><span class="p">:</span> <span class="n">List</span></em>, <em class="sig-param"><span class="n">child_states_numb</span><span class="p">:</span> <span class="n">int</span></em>, <em class="sig-param"><span class="n">tot_vars_count</span><span class="p">:</span> <span class="n">int</span></em>, <em class="sig-param"><span class="n">parent_indx</span></em>, <em class="sig-param"><span class="n">child_indx</span></em><span class="sig-paren">)</span> &#x2192; bool<a class="headerlink" href="#PyCTBN.PyCTBN.estimators.structure_constraint_based_estimator.StructureConstraintBasedEstimator.complete_test" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.estimators.structure_constraint_based_estimator.StructureConstraintBasedEstimator.complete_test">
+<span class="sig-name descname"><span class="pre">complete_test</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">test_parent</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">str</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">test_child</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">str</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">parent_set</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">List</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">child_states_numb</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">int</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">tot_vars_count</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">int</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">parent_indx</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">child_indx</span></span></em><span class="sig-paren">)</span> &#x2192; <span class="pre">bool</span><a class="headerlink" href="#PyCTBN.PyCTBN.estimators.structure_constraint_based_estimator.StructureConstraintBasedEstimator.complete_test" title="Permalink to this definition">¶</a></dt>
 <dd><p>Performs a complete independence test on the directed graphs G1 = {test_child U parent_set}
 G2 = {G1 U test_parent} (added as an additional parent of the test_child).
 Generates all the necessary structures and datas to perform the tests.</p>
@@ -445,8 +449,8 @@ Generates all the necessary structures and datas to perform the tests.</p>
 </dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.PyCTBN.estimators.structure_constraint_based_estimator.StructureConstraintBasedEstimator.compute_thumb_value">
-<code class="sig-name descname">compute_thumb_value</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">parent_val</span></em>, <em class="sig-param"><span class="n">child_val</span></em>, <em class="sig-param"><span class="n">parent_set_vals</span></em><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.PyCTBN.estimators.structure_constraint_based_estimator.StructureConstraintBasedEstimator.compute_thumb_value" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.estimators.structure_constraint_based_estimator.StructureConstraintBasedEstimator.compute_thumb_value">
+<span class="sig-name descname"><span class="pre">compute_thumb_value</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">parent_val</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">child_val</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">parent_set_vals</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.PyCTBN.estimators.structure_constraint_based_estimator.StructureConstraintBasedEstimator.compute_thumb_value" title="Permalink to this definition">¶</a></dt>
 <dd><p>Compute the value to test against the thumb_threshold.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters</dt>
@@ -466,8 +470,10 @@ Generates all the necessary structures and datas to perform the tests.</p>
 </dd></dl>
 
 <dl class="py method">
+
 <dt id="PyCTBN.PyCTBN.estimators.structure_constraint_based_estimator.StructureConstraintBasedEstimator.ctpc_algorithm">
 <code class="sig-name descname">ctpc_algorithm</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">disable_multiprocessing</span><span class="p">:</span> <span class="n">bool</span> <span class="o">=</span> <span class="default_value">False</span></em>, <em class="sig-param"><span class="n">processes_number</span><span class="p">:</span> <span class="n">int</span> <span class="o">=</span> <span class="default_value">None</span></em><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.PyCTBN.estimators.structure_constraint_based_estimator.StructureConstraintBasedEstimator.ctpc_algorithm" title="Permalink to this definition">¶</a></dt>
+  
 <dd><p>Compute the CTPC algorithm over the entire net.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters</dt>
@@ -482,9 +488,11 @@ Generates all the necessary structures and datas to perform the tests.</p>
 </dd></dl>
 
 <dl class="py method">
+
 <dt id="PyCTBN.PyCTBN.estimators.structure_constraint_based_estimator.StructureConstraintBasedEstimator.estimate_structure">
 <code class="sig-name descname">estimate_structure</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">disable_multiprocessing</span><span class="p">:</span> <span class="n">bool</span> <span class="o">=</span> <span class="default_value">False</span></em>, <em class="sig-param"><span class="n">processes_number</span><span class="p">:</span> <span class="n">int</span> <span class="o">=</span> <span class="default_value">None</span></em><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.PyCTBN.estimators.structure_constraint_based_estimator.StructureConstraintBasedEstimator.estimate_structure" title="Permalink to this definition">¶</a></dt>
 <dd><p>Compute the constraint-based algorithm to find the optimal structure</p>
+
 <dl class="field-list simple">
 <dt class="field-odd">Parameters</dt>
 <dd class="field-odd"><ul class="simple">
@@ -498,8 +506,8 @@ Generates all the necessary structures and datas to perform the tests.</p>
 </dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.PyCTBN.estimators.structure_constraint_based_estimator.StructureConstraintBasedEstimator.independence_test">
-<code class="sig-name descname">independence_test</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">child_states_numb</span><span class="p">:</span> <span class="n">int</span></em>, <em class="sig-param"><span class="n">cim1</span><span class="p">:</span> <span class="n"><a class="reference internal" href="PyCTBN.PyCTBN.structure_graph.html#PyCTBN.PyCTBN.structure_graph.conditional_intensity_matrix.ConditionalIntensityMatrix" title="PyCTBN.PyCTBN.structure_graph.conditional_intensity_matrix.ConditionalIntensityMatrix">PyCTBN.PyCTBN.structure_graph.conditional_intensity_matrix.ConditionalIntensityMatrix</a></span></em>, <em class="sig-param"><span class="n">cim2</span><span class="p">:</span> <span class="n"><a class="reference internal" href="PyCTBN.PyCTBN.structure_graph.html#PyCTBN.PyCTBN.structure_graph.conditional_intensity_matrix.ConditionalIntensityMatrix" title="PyCTBN.PyCTBN.structure_graph.conditional_intensity_matrix.ConditionalIntensityMatrix">PyCTBN.PyCTBN.structure_graph.conditional_intensity_matrix.ConditionalIntensityMatrix</a></span></em>, <em class="sig-param"><span class="n">thumb_value</span><span class="p">:</span> <span class="n">float</span></em>, <em class="sig-param"><span class="n">parent_indx</span></em>, <em class="sig-param"><span class="n">child_indx</span></em><span class="sig-paren">)</span> &#x2192; bool<a class="headerlink" href="#PyCTBN.PyCTBN.estimators.structure_constraint_based_estimator.StructureConstraintBasedEstimator.independence_test" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.estimators.structure_constraint_based_estimator.StructureConstraintBasedEstimator.independence_test">
+<span class="sig-name descname"><span class="pre">independence_test</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">child_states_numb</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">int</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">cim1</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><a class="reference internal" href="PyCTBN.PyCTBN.structure_graph.html#PyCTBN.PyCTBN.structure_graph.conditional_intensity_matrix.ConditionalIntensityMatrix" title="PyCTBN.PyCTBN.structure_graph.conditional_intensity_matrix.ConditionalIntensityMatrix"><span class="pre">PyCTBN.PyCTBN.structure_graph.conditional_intensity_matrix.ConditionalIntensityMatrix</span></a></span></em>, <em class="sig-param"><span class="n"><span class="pre">cim2</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><a class="reference internal" href="PyCTBN.PyCTBN.structure_graph.html#PyCTBN.PyCTBN.structure_graph.conditional_intensity_matrix.ConditionalIntensityMatrix" title="PyCTBN.PyCTBN.structure_graph.conditional_intensity_matrix.ConditionalIntensityMatrix"><span class="pre">PyCTBN.PyCTBN.structure_graph.conditional_intensity_matrix.ConditionalIntensityMatrix</span></a></span></em>, <em class="sig-param"><span class="n"><span class="pre">thumb_value</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">float</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">parent_indx</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">child_indx</span></span></em><span class="sig-paren">)</span> &#x2192; <span class="pre">bool</span><a class="headerlink" href="#PyCTBN.PyCTBN.estimators.structure_constraint_based_estimator.StructureConstraintBasedEstimator.independence_test" title="Permalink to this definition">¶</a></dt>
 <dd><p>Compute the actual independence test using two cims.
 It is performed first the exponential test and if the null hypothesis is not rejected,
 it is performed also the chi_test.</p>
@@ -521,8 +529,8 @@ it is performed also the chi_test.</p>
 </dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.PyCTBN.estimators.structure_constraint_based_estimator.StructureConstraintBasedEstimator.one_iteration_of_CTPC_algorithm">
-<code class="sig-name descname">one_iteration_of_CTPC_algorithm</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">var_id</span><span class="p">:</span> <span class="n">str</span></em>, <em class="sig-param"><span class="n">tot_vars_count</span><span class="p">:</span> <span class="n">int</span></em><span class="sig-paren">)</span> &#x2192; List<a class="headerlink" href="#PyCTBN.PyCTBN.estimators.structure_constraint_based_estimator.StructureConstraintBasedEstimator.one_iteration_of_CTPC_algorithm" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.estimators.structure_constraint_based_estimator.StructureConstraintBasedEstimator.one_iteration_of_CTPC_algorithm">
+<span class="sig-name descname"><span class="pre">one_iteration_of_CTPC_algorithm</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">var_id</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">str</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">tot_vars_count</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">int</span></span></em><span class="sig-paren">)</span> &#x2192; <span class="pre">List</span><a class="headerlink" href="#PyCTBN.PyCTBN.estimators.structure_constraint_based_estimator.StructureConstraintBasedEstimator.one_iteration_of_CTPC_algorithm" title="Permalink to this definition">¶</a></dt>
 <dd><p>Performs an iteration of the CTPC algorithm using the node <code class="docutils literal notranslate"><span class="pre">var_id</span></code> as <code class="docutils literal notranslate"><span class="pre">test_child</span></code>.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters</dt>
@@ -537,8 +545,8 @@ it is performed also the chi_test.</p>
 <section id="module-PyCTBN.PyCTBN.estimators.structure_estimator">
 <span id="pyctbn-pyctbn-estimators-structure-estimator-module"></span><h2>PyCTBN.PyCTBN.estimators.structure_estimator module<a class="headerlink" href="#module-PyCTBN.PyCTBN.estimators.structure_estimator" title="Permalink to this headline">¶</a></h2>
 <dl class="py class">
-<dt id="PyCTBN.PyCTBN.estimators.structure_estimator.StructureEstimator">
-<em class="property">class </em><code class="sig-prename descclassname">PyCTBN.PyCTBN.estimators.structure_estimator.</code><code class="sig-name descname">StructureEstimator</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">sample_path</span><span class="p">:</span> <span class="n"><a class="reference internal" href="PyCTBN.PyCTBN.structure_graph.html#PyCTBN.PyCTBN.structure_graph.sample_path.SamplePath" title="PyCTBN.PyCTBN.structure_graph.sample_path.SamplePath">PyCTBN.PyCTBN.structure_graph.sample_path.SamplePath</a></span></em>, <em class="sig-param"><span class="n">known_edges</span><span class="p">:</span> <span class="n">List</span> <span class="o">=</span> <span class="default_value">None</span></em><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.PyCTBN.estimators.structure_estimator.StructureEstimator" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.estimators.structure_estimator.StructureEstimator">
+<em class="property"><span class="pre">class</span> </em><span class="sig-prename descclassname"><span class="pre">PyCTBN.PyCTBN.estimators.structure_estimator.</span></span><span class="sig-name descname"><span class="pre">StructureEstimator</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">sample_path</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><a class="reference internal" href="PyCTBN.PyCTBN.structure_graph.html#PyCTBN.PyCTBN.structure_graph.sample_path.SamplePath" title="PyCTBN.PyCTBN.structure_graph.sample_path.SamplePath"><span class="pre">PyCTBN.PyCTBN.structure_graph.sample_path.SamplePath</span></a></span></em>, <em class="sig-param"><span class="n"><span class="pre">known_edges</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">Optional</span><span class="p"><span class="pre">[</span></span><span class="pre">List</span><span class="p"><span class="pre">]</span></span></span> <span class="o"><span class="pre">=</span></span> <span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.PyCTBN.estimators.structure_estimator.StructureEstimator" title="Permalink to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">object</span></code></p>
 <p>Has the task of estimating the network structure given the trajectories in <code class="docutils literal notranslate"><span class="pre">samplepath</span></code>.</p>
 <dl class="field-list simple">
@@ -562,8 +570,8 @@ it is performed also the chi_test.</p>
 </dd>
 </dl>
 <dl class="py method">
-<dt id="PyCTBN.PyCTBN.estimators.structure_estimator.StructureEstimator.adjacency_matrix">
-<code class="sig-name descname">adjacency_matrix</code><span class="sig-paren">(</span><span class="sig-paren">)</span> &#x2192; numpy.ndarray<a class="headerlink" href="#PyCTBN.PyCTBN.estimators.structure_estimator.StructureEstimator.adjacency_matrix" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.estimators.structure_estimator.StructureEstimator.adjacency_matrix">
+<span class="sig-name descname"><span class="pre">adjacency_matrix</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> &#x2192; <span class="pre">numpy.ndarray</span><a class="headerlink" href="#PyCTBN.PyCTBN.estimators.structure_estimator.StructureEstimator.adjacency_matrix" title="Permalink to this definition">¶</a></dt>
 <dd><p>Converts the estimated structure <code class="docutils literal notranslate"><span class="pre">_complete_graph</span></code> to a boolean adjacency matrix representation.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Returns</dt>
@@ -576,8 +584,8 @@ it is performed also the chi_test.</p>
 </dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.PyCTBN.estimators.structure_estimator.StructureEstimator.build_complete_graph">
-<em class="property">static </em><code class="sig-name descname">build_complete_graph</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">node_ids</span><span class="p">:</span> <span class="n">List</span></em><span class="sig-paren">)</span> &#x2192; networkx.classes.digraph.DiGraph<a class="headerlink" href="#PyCTBN.PyCTBN.estimators.structure_estimator.StructureEstimator.build_complete_graph" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.estimators.structure_estimator.StructureEstimator.build_complete_graph">
+<em class="property"><span class="pre">static</span> </em><span class="sig-name descname"><span class="pre">build_complete_graph</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">node_ids</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">List</span></span></em><span class="sig-paren">)</span> &#x2192; <span class="pre">networkx.classes.digraph.DiGraph</span><a class="headerlink" href="#PyCTBN.PyCTBN.estimators.structure_estimator.StructureEstimator.build_complete_graph" title="Permalink to this definition">¶</a></dt>
 <dd><p>Builds a complete directed graph (no self loops) given the nodes labels in the list <code class="docutils literal notranslate"><span class="pre">node_ids</span></code>:</p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters</dt>
@@ -593,8 +601,8 @@ it is performed also the chi_test.</p>
 </dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.PyCTBN.estimators.structure_estimator.StructureEstimator.build_removable_edges_matrix">
-<code class="sig-name descname">build_removable_edges_matrix</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">known_edges</span><span class="p">:</span> <span class="n">List</span></em><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.PyCTBN.estimators.structure_estimator.StructureEstimator.build_removable_edges_matrix" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.estimators.structure_estimator.StructureEstimator.build_removable_edges_matrix">
+<span class="sig-name descname"><span class="pre">build_removable_edges_matrix</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">known_edges</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">List</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.PyCTBN.estimators.structure_estimator.StructureEstimator.build_removable_edges_matrix" title="Permalink to this definition">¶</a></dt>
 <dd><p>Builds a boolean matrix who shows if a edge could be removed or not, based on prior knowledge given:</p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters</dt>
@@ -610,8 +618,8 @@ it is performed also the chi_test.</p>
 </dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.PyCTBN.estimators.structure_estimator.StructureEstimator.estimate_structure">
-<em class="property">abstract </em><code class="sig-name descname">estimate_structure</code><span class="sig-paren">(</span><span class="sig-paren">)</span> &#x2192; List<a class="headerlink" href="#PyCTBN.PyCTBN.estimators.structure_estimator.StructureEstimator.estimate_structure" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.estimators.structure_estimator.StructureEstimator.estimate_structure">
+<em class="property"><span class="pre">abstract</span> </em><span class="sig-name descname"><span class="pre">estimate_structure</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> &#x2192; <span class="pre">List</span><a class="headerlink" href="#PyCTBN.PyCTBN.estimators.structure_estimator.StructureEstimator.estimate_structure" title="Permalink to this definition">¶</a></dt>
 <dd><p>Abstract method to estimate the structure</p>
 <dl class="field-list simple">
 <dt class="field-odd">Returns</dt>
@@ -624,8 +632,8 @@ it is performed also the chi_test.</p>
 </dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.PyCTBN.estimators.structure_estimator.StructureEstimator.generate_possible_sub_sets_of_size">
-<em class="property">static </em><code class="sig-name descname">generate_possible_sub_sets_of_size</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">u</span><span class="p">:</span> <span class="n">List</span></em>, <em class="sig-param"><span class="n">size</span><span class="p">:</span> <span class="n">int</span></em>, <em class="sig-param"><span class="n">parent_label</span><span class="p">:</span> <span class="n">str</span></em><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.PyCTBN.estimators.structure_estimator.StructureEstimator.generate_possible_sub_sets_of_size" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.estimators.structure_estimator.StructureEstimator.generate_possible_sub_sets_of_size">
+<em class="property"><span class="pre">static</span> </em><span class="sig-name descname"><span class="pre">generate_possible_sub_sets_of_size</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">u</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">List</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">size</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">int</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">parent_label</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">str</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.PyCTBN.estimators.structure_estimator.StructureEstimator.generate_possible_sub_sets_of_size" title="Permalink to this definition">¶</a></dt>
 <dd><p>Creates a list containing all possible subsets of the list <code class="docutils literal notranslate"><span class="pre">u</span></code> of size <code class="docutils literal notranslate"><span class="pre">size</span></code>,
 that do not contains a the node identified by <code class="docutils literal notranslate"><span class="pre">parent_label</span></code>.</p>
 <dl class="field-list simple">
@@ -646,9 +654,11 @@ that do not contains a the node identified by <code class="docutils literal notr
 </dd></dl>
 
 <dl class="py method">
+
 <dt id="PyCTBN.PyCTBN.estimators.structure_estimator.StructureEstimator.save_plot_estimated_structure_graph">
 <code class="sig-name descname">save_plot_estimated_structure_graph</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">file_path</span><span class="p">:</span> <span class="n">str</span></em><span class="sig-paren">)</span> &#x2192; None<a class="headerlink" href="#PyCTBN.PyCTBN.estimators.structure_estimator.StructureEstimator.save_plot_estimated_structure_graph" title="Permalink to this definition">¶</a></dt>
 <dd><p>Plot the estimated structure in a graphical model style, use .png extension.</p>
+
 <dl class="field-list simple">
 <dt class="field-odd">Parameters</dt>
 <dd class="field-odd"><p><strong>file_path</strong> – path to save the file to</p>
@@ -660,8 +670,8 @@ that do not contains a the node identified by <code class="docutils literal notr
 </dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.PyCTBN.estimators.structure_estimator.StructureEstimator.save_results">
-<code class="sig-name descname">save_results</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">file_path</span><span class="p">:</span> <span class="n">str</span></em><span class="sig-paren">)</span> &#x2192; None<a class="headerlink" href="#PyCTBN.PyCTBN.estimators.structure_estimator.StructureEstimator.save_results" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.estimators.structure_estimator.StructureEstimator.save_results">
+<span class="sig-name descname"><span class="pre">save_results</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">file_path</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">str</span></span></em><span class="sig-paren">)</span> &#x2192; <span class="pre">None</span><a class="headerlink" href="#PyCTBN.PyCTBN.estimators.structure_estimator.StructureEstimator.save_results" title="Permalink to this definition">¶</a></dt>
 <dd><p>Save the estimated Structure to a .json file in file_path.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters</dt>
@@ -671,8 +681,8 @@ that do not contains a the node identified by <code class="docutils literal notr
 </dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.PyCTBN.estimators.structure_estimator.StructureEstimator.spurious_edges">
-<code class="sig-name descname">spurious_edges</code><span class="sig-paren">(</span><span class="sig-paren">)</span> &#x2192; List<a class="headerlink" href="#PyCTBN.PyCTBN.estimators.structure_estimator.StructureEstimator.spurious_edges" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.estimators.structure_estimator.StructureEstimator.spurious_edges">
+<span class="sig-name descname"><span class="pre">spurious_edges</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> &#x2192; <span class="pre">List</span><a class="headerlink" href="#PyCTBN.PyCTBN.estimators.structure_estimator.StructureEstimator.spurious_edges" title="Permalink to this definition">¶</a></dt>
 <dd><dl class="simple">
 <dt>Return the spurious edges present in the estimated structure, if a prior net structure is present in</dt><dd><p><code class="docutils literal notranslate"><span class="pre">_sample_path.structure</span></code>.</p>
 </dd>
@@ -693,8 +703,8 @@ that do not contains a the node identified by <code class="docutils literal notr
 <section id="module-PyCTBN.PyCTBN.estimators.structure_score_based_estimator">
 <span id="pyctbn-pyctbn-estimators-structure-score-based-estimator-module"></span><h2>PyCTBN.PyCTBN.estimators.structure_score_based_estimator module<a class="headerlink" href="#module-PyCTBN.PyCTBN.estimators.structure_score_based_estimator" title="Permalink to this headline">¶</a></h2>
 <dl class="py class">
-<dt id="PyCTBN.PyCTBN.estimators.structure_score_based_estimator.StructureScoreBasedEstimator">
-<em class="property">class </em><code class="sig-prename descclassname">PyCTBN.PyCTBN.estimators.structure_score_based_estimator.</code><code class="sig-name descname">StructureScoreBasedEstimator</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">sample_path</span><span class="p">:</span> <span class="n"><a class="reference internal" href="PyCTBN.PyCTBN.structure_graph.html#PyCTBN.PyCTBN.structure_graph.sample_path.SamplePath" title="PyCTBN.PyCTBN.structure_graph.sample_path.SamplePath">PyCTBN.PyCTBN.structure_graph.sample_path.SamplePath</a></span></em>, <em class="sig-param"><span class="n">tau_xu</span><span class="p">:</span> <span class="n">int</span> <span class="o">=</span> <span class="default_value">0.1</span></em>, <em class="sig-param"><span class="n">alpha_xu</span><span class="p">:</span> <span class="n">int</span> <span class="o">=</span> <span class="default_value">1</span></em>, <em class="sig-param"><span class="n">known_edges</span><span class="p">:</span> <span class="n">List</span> <span class="o">=</span> <span class="default_value">[]</span></em><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.PyCTBN.estimators.structure_score_based_estimator.StructureScoreBasedEstimator" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.estimators.structure_score_based_estimator.StructureScoreBasedEstimator">
+<em class="property"><span class="pre">class</span> </em><span class="sig-prename descclassname"><span class="pre">PyCTBN.PyCTBN.estimators.structure_score_based_estimator.</span></span><span class="sig-name descname"><span class="pre">StructureScoreBasedEstimator</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">sample_path</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><a class="reference internal" href="PyCTBN.PyCTBN.structure_graph.html#PyCTBN.PyCTBN.structure_graph.sample_path.SamplePath" title="PyCTBN.PyCTBN.structure_graph.sample_path.SamplePath"><span class="pre">PyCTBN.PyCTBN.structure_graph.sample_path.SamplePath</span></a></span></em>, <em class="sig-param"><span class="n"><span class="pre">tau_xu</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">int</span></span> <span class="o"><span class="pre">=</span></span> <span class="default_value"><span class="pre">0.1</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">alpha_xu</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">int</span></span> <span class="o"><span class="pre">=</span></span> <span class="default_value"><span class="pre">1</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">known_edges</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">List</span></span> <span class="o"><span class="pre">=</span></span> <span class="default_value"><span class="pre">[]</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.PyCTBN.estimators.structure_score_based_estimator.StructureScoreBasedEstimator" title="Permalink to this definition">¶</a></dt>
 <dd><p>Bases: <a class="reference internal" href="#PyCTBN.PyCTBN.estimators.structure_estimator.StructureEstimator" title="PyCTBN.PyCTBN.estimators.structure_estimator.StructureEstimator"><code class="xref py py-class docutils literal notranslate"><span class="pre">PyCTBN.PyCTBN.estimators.structure_estimator.StructureEstimator</span></code></a></p>
 <p>Has the task of estimating the network structure given the trajectories in samplepath by
 using a score based approach and differt kinds of optimization algorithms.</p>
@@ -709,8 +719,8 @@ using a score based approach and differt kinds of optimization algorithms.</p>
 </dd>
 </dl>
 <dl class="py method">
-<dt id="PyCTBN.PyCTBN.estimators.structure_score_based_estimator.StructureScoreBasedEstimator.estimate_parents">
-<code class="sig-name descname">estimate_parents</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">node_id</span><span class="p">:</span> <span class="n">str</span></em>, <em class="sig-param"><span class="n">max_parents</span><span class="p">:</span> <span class="n">int</span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">iterations_number</span><span class="p">:</span> <span class="n">int</span> <span class="o">=</span> <span class="default_value">40</span></em>, <em class="sig-param"><span class="n">patience</span><span class="p">:</span> <span class="n">int</span> <span class="o">=</span> <span class="default_value">10</span></em>, <em class="sig-param"><span class="n">tabu_length</span><span class="p">:</span> <span class="n">int</span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">tabu_rules_duration</span><span class="p">:</span> <span class="n">int</span> <span class="o">=</span> <span class="default_value">5</span></em>, <em class="sig-param"><span class="n">optimizer</span><span class="p">:</span> <span class="n">str</span> <span class="o">=</span> <span class="default_value">'hill'</span></em><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.PyCTBN.estimators.structure_score_based_estimator.StructureScoreBasedEstimator.estimate_parents" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.estimators.structure_score_based_estimator.StructureScoreBasedEstimator.estimate_parents">
+<span class="sig-name descname"><span class="pre">estimate_parents</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">node_id</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">str</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">max_parents</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">Optional</span><span class="p"><span class="pre">[</span></span><span class="pre">int</span><span class="p"><span class="pre">]</span></span></span> <span class="o"><span class="pre">=</span></span> <span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">iterations_number</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">int</span></span> <span class="o"><span class="pre">=</span></span> <span class="default_value"><span class="pre">40</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">patience</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">int</span></span> <span class="o"><span class="pre">=</span></span> <span class="default_value"><span class="pre">10</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">tabu_length</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">Optional</span><span class="p"><span class="pre">[</span></span><span class="pre">int</span><span class="p"><span class="pre">]</span></span></span> <span class="o"><span class="pre">=</span></span> <span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">tabu_rules_duration</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">int</span></span> <span class="o"><span class="pre">=</span></span> <span class="default_value"><span class="pre">5</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">optimizer</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">str</span></span> <span class="o"><span class="pre">=</span></span> <span class="default_value"><span class="pre">'hill'</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.PyCTBN.estimators.structure_score_based_estimator.StructureScoreBasedEstimator.estimate_parents" title="Permalink to this definition">¶</a></dt>
 <dd><p>Use the FamScore of a node in order to find the best parent nodes</p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters</dt>
@@ -734,8 +744,10 @@ using a score based approach and differt kinds of optimization algorithms.</p>
 </dd></dl>
 
 <dl class="py method">
+
 <dt id="PyCTBN.PyCTBN.estimators.structure_score_based_estimator.StructureScoreBasedEstimator.estimate_structure">
 <code class="sig-name descname">estimate_structure</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">max_parents</span><span class="p">:</span> <span class="n">int</span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">iterations_number</span><span class="p">:</span> <span class="n">int</span> <span class="o">=</span> <span class="default_value">40</span></em>, <em class="sig-param"><span class="n">patience</span><span class="p">:</span> <span class="n">int</span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">tabu_length</span><span class="p">:</span> <span class="n">int</span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">tabu_rules_duration</span><span class="p">:</span> <span class="n">int</span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">optimizer</span><span class="p">:</span> <span class="n">str</span> <span class="o">=</span> <span class="default_value">'tabu'</span></em>, <em class="sig-param"><span class="n">disable_multiprocessing</span><span class="p">:</span> <span class="n">bool</span> <span class="o">=</span> <span class="default_value">False</span></em>, <em class="sig-param"><span class="n">processes_number</span><span class="p">:</span> <span class="n">int</span> <span class="o">=</span> <span class="default_value">None</span></em><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.PyCTBN.estimators.structure_score_based_estimator.StructureScoreBasedEstimator.estimate_structure" title="Permalink to this definition">¶</a></dt>
+
 <dd><p>Compute the score-based algorithm to find the optimal structure</p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters</dt>
@@ -756,8 +768,8 @@ using a score based approach and differt kinds of optimization algorithms.</p>
 </dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.PyCTBN.estimators.structure_score_based_estimator.StructureScoreBasedEstimator.get_score_from_graph">
-<code class="sig-name descname">get_score_from_graph</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">graph</span><span class="p">:</span> <span class="n"><a class="reference internal" href="PyCTBN.PyCTBN.structure_graph.html#PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph" title="PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph">PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph</a></span></em>, <em class="sig-param"><span class="n">node_id</span><span class="p">:</span> <span class="n">str</span></em><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.PyCTBN.estimators.structure_score_based_estimator.StructureScoreBasedEstimator.get_score_from_graph" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.estimators.structure_score_based_estimator.StructureScoreBasedEstimator.get_score_from_graph">
+<span class="sig-name descname"><span class="pre">get_score_from_graph</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">graph</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><a class="reference internal" href="PyCTBN.PyCTBN.structure_graph.html#PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph" title="PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph"><span class="pre">PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph</span></a></span></em>, <em class="sig-param"><span class="n"><span class="pre">node_id</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">str</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.PyCTBN.estimators.structure_score_based_estimator.StructureScoreBasedEstimator.get_score_from_graph" title="Permalink to this definition">¶</a></dt>
 <dd><p>Get the FamScore of a node</p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters</dt>
@@ -820,6 +832,9 @@ using a score based approach and differt kinds of optimization algorithms.</p>
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
         };
+    </script>
+    <script type="text/javascript" src="_static/documentation_options.js">
+
     </script>
     <script type="text/javascript" src="_static/jquery.js">
 
@@ -830,9 +845,6 @@ using a score based approach and differt kinds of optimization algorithms.</p>
     <script type="text/javascript" src="_static/doctools.js">
 
     </script>
-    <script type="text/javascript" src="_static/language_data.js">
-
-    </script>
 
   
 
diff --git a/docs/PyCTBN.PyCTBN.html b/docs/PyCTBN.PyCTBN.html
index bd6313d..17c42b8 100644
--- a/docs/PyCTBN.PyCTBN.html
+++ b/docs/PyCTBN.PyCTBN.html
@@ -19,6 +19,10 @@
     <link rel="stylesheet" href="_static/css/pdj.css" type="text/css" />
 
   
+    <link rel="stylesheet" href="_static/pygments.css" type="text/css" />
+  
+    <link rel="stylesheet" href="_static/css/pdj.css" type="text/css" />
+  
 
   
 
@@ -142,18 +146,22 @@
 <li class="toctree-l1"><a class="reference internal" href="PyCTBN.PyCTBN.structure_graph.html">PyCTBN.PyCTBN.structure_graph package</a><ul>
 <li class="toctree-l2"><a class="reference internal" href="PyCTBN.PyCTBN.structure_graph.html#submodules">Submodules</a></li>
 <li class="toctree-l2"><a class="reference internal" href="PyCTBN.PyCTBN.structure_graph.html#module-PyCTBN.PyCTBN.structure_graph.conditional_intensity_matrix">PyCTBN.PyCTBN.structure_graph.conditional_intensity_matrix module</a></li>
+<li class="toctree-l2"><a class="reference internal" href="PyCTBN.PyCTBN.structure_graph.html#module-PyCTBN.PyCTBN.structure_graph.network_generator">PyCTBN.PyCTBN.structure_graph.network_generator module</a></li>
 <li class="toctree-l2"><a class="reference internal" href="PyCTBN.PyCTBN.structure_graph.html#module-PyCTBN.PyCTBN.structure_graph.network_graph">PyCTBN.PyCTBN.structure_graph.network_graph module</a></li>
 <li class="toctree-l2"><a class="reference internal" href="PyCTBN.PyCTBN.structure_graph.html#module-PyCTBN.PyCTBN.structure_graph.sample_path">PyCTBN.PyCTBN.structure_graph.sample_path module</a></li>
 <li class="toctree-l2"><a class="reference internal" href="PyCTBN.PyCTBN.structure_graph.html#module-PyCTBN.PyCTBN.structure_graph.set_of_cims">PyCTBN.PyCTBN.structure_graph.set_of_cims module</a></li>
 <li class="toctree-l2"><a class="reference internal" href="PyCTBN.PyCTBN.structure_graph.html#module-PyCTBN.PyCTBN.structure_graph.structure">PyCTBN.PyCTBN.structure_graph.structure module</a></li>
 <li class="toctree-l2"><a class="reference internal" href="PyCTBN.PyCTBN.structure_graph.html#module-PyCTBN.PyCTBN.structure_graph.trajectory">PyCTBN.PyCTBN.structure_graph.trajectory module</a></li>
+<li class="toctree-l2"><a class="reference internal" href="PyCTBN.PyCTBN.structure_graph.html#module-PyCTBN.PyCTBN.structure_graph.trajectory_generator">PyCTBN.PyCTBN.structure_graph.trajectory_generator module</a></li>
 <li class="toctree-l2"><a class="reference internal" href="PyCTBN.PyCTBN.structure_graph.html#module-PyCTBN.PyCTBN.structure_graph">Module contents</a></li>
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="PyCTBN.PyCTBN.utility.html">PyCTBN.PyCTBN.utility package</a><ul>
 <li class="toctree-l2"><a class="reference internal" href="PyCTBN.PyCTBN.utility.html#submodules">Submodules</a></li>
+<li class="toctree-l2"><a class="reference internal" href="PyCTBN.PyCTBN.utility.html#module-PyCTBN.PyCTBN.utility.abstract_exporter">PyCTBN.PyCTBN.utility.abstract_exporter module</a></li>
 <li class="toctree-l2"><a class="reference internal" href="PyCTBN.PyCTBN.utility.html#module-PyCTBN.PyCTBN.utility.abstract_importer">PyCTBN.PyCTBN.utility.abstract_importer module</a></li>
 <li class="toctree-l2"><a class="reference internal" href="PyCTBN.PyCTBN.utility.html#module-PyCTBN.PyCTBN.utility.cache">PyCTBN.PyCTBN.utility.cache module</a></li>
+<li class="toctree-l2"><a class="reference internal" href="PyCTBN.PyCTBN.utility.html#module-PyCTBN.PyCTBN.utility.json_exporter">PyCTBN.PyCTBN.utility.json_exporter module</a></li>
 <li class="toctree-l2"><a class="reference internal" href="PyCTBN.PyCTBN.utility.html#module-PyCTBN.PyCTBN.utility.json_importer">PyCTBN.PyCTBN.utility.json_importer module</a></li>
 <li class="toctree-l2"><a class="reference internal" href="PyCTBN.PyCTBN.utility.html#module-PyCTBN.PyCTBN.utility.sample_importer">PyCTBN.PyCTBN.utility.sample_importer module</a></li>
 <li class="toctree-l2"><a class="reference internal" href="PyCTBN.PyCTBN.utility.html#module-PyCTBN.PyCTBN.utility">Module contents</a></li>
@@ -204,6 +212,9 @@
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
         };
+    </script>
+    <script type="text/javascript" src="_static/documentation_options.js">
+
     </script>
     <script type="text/javascript" src="_static/jquery.js">
 
@@ -214,9 +225,6 @@
     <script type="text/javascript" src="_static/doctools.js">
 
     </script>
-    <script type="text/javascript" src="_static/language_data.js">
-
-    </script>
 
   
 
diff --git a/docs/PyCTBN.PyCTBN.optimizers.html b/docs/PyCTBN.PyCTBN.optimizers.html
index 58423f2..94e6d69 100644
--- a/docs/PyCTBN.PyCTBN.optimizers.html
+++ b/docs/PyCTBN.PyCTBN.optimizers.html
@@ -19,6 +19,10 @@
     <link rel="stylesheet" href="_static/css/pdj.css" type="text/css" />
 
   
+    <link rel="stylesheet" href="_static/pygments.css" type="text/css" />
+  
+    <link rel="stylesheet" href="_static/css/pdj.css" type="text/css" />
+  
 
   
 
@@ -123,8 +127,8 @@
 <section id="module-PyCTBN.PyCTBN.optimizers.constraint_based_optimizer">
 <span id="pyctbn-pyctbn-optimizers-constraint-based-optimizer-module"></span><h2>PyCTBN.PyCTBN.optimizers.constraint_based_optimizer module<a class="headerlink" href="#module-PyCTBN.PyCTBN.optimizers.constraint_based_optimizer" title="Permalink to this headline">¶</a></h2>
 <dl class="py class">
-<dt id="PyCTBN.PyCTBN.optimizers.constraint_based_optimizer.ConstraintBasedOptimizer">
-<em class="property">class </em><code class="sig-prename descclassname">PyCTBN.PyCTBN.optimizers.constraint_based_optimizer.</code><code class="sig-name descname">ConstraintBasedOptimizer</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">node_id</span><span class="p">:</span> <span class="n">str</span></em>, <em class="sig-param"><span class="n">structure_estimator</span><span class="p">:</span> <span class="n"><a class="reference internal" href="PyCTBN.PyCTBN.estimators.html#PyCTBN.PyCTBN.estimators.structure_estimator.StructureEstimator" title="PyCTBN.PyCTBN.estimators.structure_estimator.StructureEstimator">PyCTBN.PyCTBN.estimators.structure_estimator.StructureEstimator</a></span></em>, <em class="sig-param"><span class="n">tot_vars_count</span><span class="p">:</span> <span class="n">int</span></em><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.PyCTBN.optimizers.constraint_based_optimizer.ConstraintBasedOptimizer" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.optimizers.constraint_based_optimizer.ConstraintBasedOptimizer">
+<em class="property"><span class="pre">class</span> </em><span class="sig-prename descclassname"><span class="pre">PyCTBN.PyCTBN.optimizers.constraint_based_optimizer.</span></span><span class="sig-name descname"><span class="pre">ConstraintBasedOptimizer</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">node_id</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">str</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">structure_estimator</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><a class="reference internal" href="PyCTBN.PyCTBN.estimators.html#PyCTBN.PyCTBN.estimators.structure_estimator.StructureEstimator" title="PyCTBN.PyCTBN.estimators.structure_estimator.StructureEstimator"><span class="pre">PyCTBN.PyCTBN.estimators.structure_estimator.StructureEstimator</span></a></span></em>, <em class="sig-param"><span class="n"><span class="pre">tot_vars_count</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">int</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.PyCTBN.optimizers.constraint_based_optimizer.ConstraintBasedOptimizer" title="Permalink to this definition">¶</a></dt>
 <dd><p>Bases: <a class="reference internal" href="#PyCTBN.PyCTBN.optimizers.optimizer.Optimizer" title="PyCTBN.PyCTBN.optimizers.optimizer.Optimizer"><code class="xref py py-class docutils literal notranslate"><span class="pre">PyCTBN.PyCTBN.optimizers.optimizer.Optimizer</span></code></a></p>
 <p>Optimizer class that implement a CTPC Algorithm</p>
 <dl class="field-list simple">
@@ -137,8 +141,8 @@
 </dd>
 </dl>
 <dl class="py method">
-<dt id="PyCTBN.PyCTBN.optimizers.constraint_based_optimizer.ConstraintBasedOptimizer.optimize_structure">
-<code class="sig-name descname">optimize_structure</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.PyCTBN.optimizers.constraint_based_optimizer.ConstraintBasedOptimizer.optimize_structure" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.optimizers.constraint_based_optimizer.ConstraintBasedOptimizer.optimize_structure">
+<span class="sig-name descname"><span class="pre">optimize_structure</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.PyCTBN.optimizers.constraint_based_optimizer.ConstraintBasedOptimizer.optimize_structure" title="Permalink to this definition">¶</a></dt>
 <dd><p>Compute Optimization process for a structure_estimator by using a CTPC Algorithm</p>
 <dl class="field-list simple">
 <dt class="field-odd">Returns</dt>
@@ -156,8 +160,8 @@
 <section id="module-PyCTBN.PyCTBN.optimizers.hill_climbing_search">
 <span id="pyctbn-pyctbn-optimizers-hill-climbing-search-module"></span><h2>PyCTBN.PyCTBN.optimizers.hill_climbing_search module<a class="headerlink" href="#module-PyCTBN.PyCTBN.optimizers.hill_climbing_search" title="Permalink to this headline">¶</a></h2>
 <dl class="py class">
-<dt id="PyCTBN.PyCTBN.optimizers.hill_climbing_search.HillClimbing">
-<em class="property">class </em><code class="sig-prename descclassname">PyCTBN.PyCTBN.optimizers.hill_climbing_search.</code><code class="sig-name descname">HillClimbing</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">node_id</span><span class="p">:</span> <span class="n">str</span></em>, <em class="sig-param"><span class="n">structure_estimator</span><span class="p">:</span> <span class="n"><a class="reference internal" href="PyCTBN.PyCTBN.estimators.html#PyCTBN.PyCTBN.estimators.structure_estimator.StructureEstimator" title="PyCTBN.PyCTBN.estimators.structure_estimator.StructureEstimator">PyCTBN.PyCTBN.estimators.structure_estimator.StructureEstimator</a></span></em>, <em class="sig-param"><span class="n">max_parents</span><span class="p">:</span> <span class="n">int</span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">iterations_number</span><span class="p">:</span> <span class="n">int</span> <span class="o">=</span> <span class="default_value">40</span></em>, <em class="sig-param"><span class="n">patience</span><span class="p">:</span> <span class="n">int</span> <span class="o">=</span> <span class="default_value">None</span></em><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.PyCTBN.optimizers.hill_climbing_search.HillClimbing" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.optimizers.hill_climbing_search.HillClimbing">
+<em class="property"><span class="pre">class</span> </em><span class="sig-prename descclassname"><span class="pre">PyCTBN.PyCTBN.optimizers.hill_climbing_search.</span></span><span class="sig-name descname"><span class="pre">HillClimbing</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">node_id</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">str</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">structure_estimator</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><a class="reference internal" href="PyCTBN.PyCTBN.estimators.html#PyCTBN.PyCTBN.estimators.structure_estimator.StructureEstimator" title="PyCTBN.PyCTBN.estimators.structure_estimator.StructureEstimator"><span class="pre">PyCTBN.PyCTBN.estimators.structure_estimator.StructureEstimator</span></a></span></em>, <em class="sig-param"><span class="n"><span class="pre">max_parents</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">Optional</span><span class="p"><span class="pre">[</span></span><span class="pre">int</span><span class="p"><span class="pre">]</span></span></span> <span class="o"><span class="pre">=</span></span> <span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">iterations_number</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">int</span></span> <span class="o"><span class="pre">=</span></span> <span class="default_value"><span class="pre">40</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">patience</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">Optional</span><span class="p"><span class="pre">[</span></span><span class="pre">int</span><span class="p"><span class="pre">]</span></span></span> <span class="o"><span class="pre">=</span></span> <span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.PyCTBN.optimizers.hill_climbing_search.HillClimbing" title="Permalink to this definition">¶</a></dt>
 <dd><p>Bases: <a class="reference internal" href="#PyCTBN.PyCTBN.optimizers.optimizer.Optimizer" title="PyCTBN.PyCTBN.optimizers.optimizer.Optimizer"><code class="xref py py-class docutils literal notranslate"><span class="pre">PyCTBN.PyCTBN.optimizers.optimizer.Optimizer</span></code></a></p>
 <p>Optimizer class that implement Hill Climbing Search</p>
 <dl class="field-list simple">
@@ -172,8 +176,8 @@
 </dd>
 </dl>
 <dl class="py method">
-<dt id="PyCTBN.PyCTBN.optimizers.hill_climbing_search.HillClimbing.optimize_structure">
-<code class="sig-name descname">optimize_structure</code><span class="sig-paren">(</span><span class="sig-paren">)</span> &#x2192; List<a class="headerlink" href="#PyCTBN.PyCTBN.optimizers.hill_climbing_search.HillClimbing.optimize_structure" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.optimizers.hill_climbing_search.HillClimbing.optimize_structure">
+<span class="sig-name descname"><span class="pre">optimize_structure</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> &#x2192; <span class="pre">List</span><a class="headerlink" href="#PyCTBN.PyCTBN.optimizers.hill_climbing_search.HillClimbing.optimize_structure" title="Permalink to this definition">¶</a></dt>
 <dd><p>Compute Optimization process for a structure_estimator by using a Hill Climbing Algorithm</p>
 <dl class="field-list simple">
 <dt class="field-odd">Returns</dt>
@@ -191,8 +195,8 @@
 <section id="module-PyCTBN.PyCTBN.optimizers.optimizer">
 <span id="pyctbn-pyctbn-optimizers-optimizer-module"></span><h2>PyCTBN.PyCTBN.optimizers.optimizer module<a class="headerlink" href="#module-PyCTBN.PyCTBN.optimizers.optimizer" title="Permalink to this headline">¶</a></h2>
 <dl class="py class">
-<dt id="PyCTBN.PyCTBN.optimizers.optimizer.Optimizer">
-<em class="property">class </em><code class="sig-prename descclassname">PyCTBN.PyCTBN.optimizers.optimizer.</code><code class="sig-name descname">Optimizer</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">node_id</span><span class="p">:</span> <span class="n">str</span></em>, <em class="sig-param"><span class="n">structure_estimator</span><span class="p">:</span> <span class="n"><a class="reference internal" href="PyCTBN.PyCTBN.estimators.html#PyCTBN.PyCTBN.estimators.structure_estimator.StructureEstimator" title="PyCTBN.PyCTBN.estimators.structure_estimator.StructureEstimator">PyCTBN.PyCTBN.estimators.structure_estimator.StructureEstimator</a></span></em><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.PyCTBN.optimizers.optimizer.Optimizer" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.optimizers.optimizer.Optimizer">
+<em class="property"><span class="pre">class</span> </em><span class="sig-prename descclassname"><span class="pre">PyCTBN.PyCTBN.optimizers.optimizer.</span></span><span class="sig-name descname"><span class="pre">Optimizer</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">node_id</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">str</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">structure_estimator</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><a class="reference internal" href="PyCTBN.PyCTBN.estimators.html#PyCTBN.PyCTBN.estimators.structure_estimator.StructureEstimator" title="PyCTBN.PyCTBN.estimators.structure_estimator.StructureEstimator"><span class="pre">PyCTBN.PyCTBN.estimators.structure_estimator.StructureEstimator</span></a></span></em><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.PyCTBN.optimizers.optimizer.Optimizer" title="Permalink to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">abc.ABC</span></code></p>
 <p>Interface class for all the optimizer’s child PyCTBN</p>
 <dl class="field-list simple">
@@ -204,8 +208,8 @@
 </dd>
 </dl>
 <dl class="py method">
-<dt id="PyCTBN.PyCTBN.optimizers.optimizer.Optimizer.optimize_structure">
-<em class="property">abstract </em><code class="sig-name descname">optimize_structure</code><span class="sig-paren">(</span><span class="sig-paren">)</span> &#x2192; List<a class="headerlink" href="#PyCTBN.PyCTBN.optimizers.optimizer.Optimizer.optimize_structure" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.optimizers.optimizer.Optimizer.optimize_structure">
+<em class="property"><span class="pre">abstract</span> </em><span class="sig-name descname"><span class="pre">optimize_structure</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> &#x2192; <span class="pre">List</span><a class="headerlink" href="#PyCTBN.PyCTBN.optimizers.optimizer.Optimizer.optimize_structure" title="Permalink to this definition">¶</a></dt>
 <dd><p>Compute Optimization process for a structure_estimator</p>
 <dl class="field-list simple">
 <dt class="field-odd">Returns</dt>
@@ -223,8 +227,8 @@
 <section id="module-PyCTBN.PyCTBN.optimizers.tabu_search">
 <span id="pyctbn-pyctbn-optimizers-tabu-search-module"></span><h2>PyCTBN.PyCTBN.optimizers.tabu_search module<a class="headerlink" href="#module-PyCTBN.PyCTBN.optimizers.tabu_search" title="Permalink to this headline">¶</a></h2>
 <dl class="py class">
-<dt id="PyCTBN.PyCTBN.optimizers.tabu_search.TabuSearch">
-<em class="property">class </em><code class="sig-prename descclassname">PyCTBN.PyCTBN.optimizers.tabu_search.</code><code class="sig-name descname">TabuSearch</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">node_id</span><span class="p">:</span> <span class="n">str</span></em>, <em class="sig-param"><span class="n">structure_estimator</span><span class="p">:</span> <span class="n"><a class="reference internal" href="PyCTBN.PyCTBN.estimators.html#PyCTBN.PyCTBN.estimators.structure_estimator.StructureEstimator" title="PyCTBN.PyCTBN.estimators.structure_estimator.StructureEstimator">PyCTBN.PyCTBN.estimators.structure_estimator.StructureEstimator</a></span></em>, <em class="sig-param"><span class="n">max_parents</span><span class="p">:</span> <span class="n">int</span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">iterations_number</span><span class="p">:</span> <span class="n">int</span> <span class="o">=</span> <span class="default_value">40</span></em>, <em class="sig-param"><span class="n">patience</span><span class="p">:</span> <span class="n">int</span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">tabu_length</span><span class="p">:</span> <span class="n">int</span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">tabu_rules_duration</span><span class="o">=</span><span class="default_value">None</span></em><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.PyCTBN.optimizers.tabu_search.TabuSearch" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.optimizers.tabu_search.TabuSearch">
+<em class="property"><span class="pre">class</span> </em><span class="sig-prename descclassname"><span class="pre">PyCTBN.PyCTBN.optimizers.tabu_search.</span></span><span class="sig-name descname"><span class="pre">TabuSearch</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">node_id</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">str</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">structure_estimator</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><a class="reference internal" href="PyCTBN.PyCTBN.estimators.html#PyCTBN.PyCTBN.estimators.structure_estimator.StructureEstimator" title="PyCTBN.PyCTBN.estimators.structure_estimator.StructureEstimator"><span class="pre">PyCTBN.PyCTBN.estimators.structure_estimator.StructureEstimator</span></a></span></em>, <em class="sig-param"><span class="n"><span class="pre">max_parents</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">Optional</span><span class="p"><span class="pre">[</span></span><span class="pre">int</span><span class="p"><span class="pre">]</span></span></span> <span class="o"><span class="pre">=</span></span> <span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">iterations_number</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">int</span></span> <span class="o"><span class="pre">=</span></span> <span class="default_value"><span class="pre">40</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">patience</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">Optional</span><span class="p"><span class="pre">[</span></span><span class="pre">int</span><span class="p"><span class="pre">]</span></span></span> <span class="o"><span class="pre">=</span></span> <span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">tabu_length</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">Optional</span><span class="p"><span class="pre">[</span></span><span class="pre">int</span><span class="p"><span class="pre">]</span></span></span> <span class="o"><span class="pre">=</span></span> <span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">tabu_rules_duration</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.PyCTBN.optimizers.tabu_search.TabuSearch" title="Permalink to this definition">¶</a></dt>
 <dd><p>Bases: <a class="reference internal" href="#PyCTBN.PyCTBN.optimizers.optimizer.Optimizer" title="PyCTBN.PyCTBN.optimizers.optimizer.Optimizer"><code class="xref py py-class docutils literal notranslate"><span class="pre">PyCTBN.PyCTBN.optimizers.optimizer.Optimizer</span></code></a></p>
 <p>Optimizer class that implement Tabu Search</p>
 <dl class="field-list simple">
@@ -241,8 +245,8 @@
 </dd>
 </dl>
 <dl class="py method">
-<dt id="PyCTBN.PyCTBN.optimizers.tabu_search.TabuSearch.optimize_structure">
-<code class="sig-name descname">optimize_structure</code><span class="sig-paren">(</span><span class="sig-paren">)</span> &#x2192; List<a class="headerlink" href="#PyCTBN.PyCTBN.optimizers.tabu_search.TabuSearch.optimize_structure" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.optimizers.tabu_search.TabuSearch.optimize_structure">
+<span class="sig-name descname"><span class="pre">optimize_structure</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> &#x2192; <span class="pre">List</span><a class="headerlink" href="#PyCTBN.PyCTBN.optimizers.tabu_search.TabuSearch.optimize_structure" title="Permalink to this definition">¶</a></dt>
 <dd><p>Compute Optimization process for a structure_estimator by using a Hill Climbing Algorithm</p>
 <dl class="field-list simple">
 <dt class="field-odd">Returns</dt>
@@ -299,6 +303,9 @@
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
         };
+    </script>
+    <script type="text/javascript" src="_static/documentation_options.js">
+
     </script>
     <script type="text/javascript" src="_static/jquery.js">
 
@@ -309,9 +316,6 @@
     <script type="text/javascript" src="_static/doctools.js">
 
     </script>
-    <script type="text/javascript" src="_static/language_data.js">
-
-    </script>
 
   
 
diff --git a/docs/PyCTBN.PyCTBN.structure_graph.html b/docs/PyCTBN.PyCTBN.structure_graph.html
index 9ff99e7..6f9561a 100644
--- a/docs/PyCTBN.PyCTBN.structure_graph.html
+++ b/docs/PyCTBN.PyCTBN.structure_graph.html
@@ -19,6 +19,10 @@
     <link rel="stylesheet" href="_static/css/pdj.css" type="text/css" />
 
   
+    <link rel="stylesheet" href="_static/pygments.css" type="text/css" />
+  
+    <link rel="stylesheet" href="_static/css/pdj.css" type="text/css" />
+  
 
   
 
@@ -123,8 +127,8 @@
 <section id="module-PyCTBN.PyCTBN.structure_graph.conditional_intensity_matrix">
 <span id="pyctbn-pyctbn-structure-graph-conditional-intensity-matrix-module"></span><h2>PyCTBN.PyCTBN.structure_graph.conditional_intensity_matrix module<a class="headerlink" href="#module-PyCTBN.PyCTBN.structure_graph.conditional_intensity_matrix" title="Permalink to this headline">¶</a></h2>
 <dl class="py class">
-<dt id="PyCTBN.PyCTBN.structure_graph.conditional_intensity_matrix.ConditionalIntensityMatrix">
-<em class="property">class </em><code class="sig-prename descclassname">PyCTBN.PyCTBN.structure_graph.conditional_intensity_matrix.</code><code class="sig-name descname">ConditionalIntensityMatrix</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">state_residence_times</span><span class="p">:</span> <span class="n">numpy.array</span></em>, <em class="sig-param"><span class="n">state_transition_matrix</span><span class="p">:</span> <span class="n">numpy.array</span></em><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.conditional_intensity_matrix.ConditionalIntensityMatrix" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.structure_graph.conditional_intensity_matrix.ConditionalIntensityMatrix">
+<em class="property"><span class="pre">class</span> </em><span class="sig-prename descclassname"><span class="pre">PyCTBN.PyCTBN.structure_graph.conditional_intensity_matrix.</span></span><span class="sig-name descname"><span class="pre">ConditionalIntensityMatrix</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">state_residence_times</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">Optional</span><span class="p"><span class="pre">[</span></span><span class="pre">numpy.array</span><span class="p"><span class="pre">]</span></span></span> <span class="o"><span class="pre">=</span></span> <span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">state_transition_matrix</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">Optional</span><span class="p"><span class="pre">[</span></span><span class="pre">numpy.array</span><span class="p"><span class="pre">]</span></span></span> <span class="o"><span class="pre">=</span></span> <span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">cim</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">Optional</span><span class="p"><span class="pre">[</span></span><span class="pre">numpy.array</span><span class="p"><span class="pre">]</span></span></span> <span class="o"><span class="pre">=</span></span> <span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.conditional_intensity_matrix.ConditionalIntensityMatrix" title="Permalink to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">object</span></code></p>
 <p>Abstracts the Conditional Intesity matrix of a node as aggregation of the state residence times vector
 and state transition matrix and the actual CIM matrix.</p>
@@ -139,26 +143,103 @@ and state transition matrix and the actual CIM matrix.</p>
 <dd class="field-even"><p>the actual cim of the node</p>
 </dd>
 </dl>
-<dl class="py method">
-<dt id="PyCTBN.PyCTBN.structure_graph.conditional_intensity_matrix.ConditionalIntensityMatrix.cim">
-<em class="property">property </em><code class="sig-name descname">cim</code><a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.conditional_intensity_matrix.ConditionalIntensityMatrix.cim" title="Permalink to this definition">¶</a></dt>
+<dl class="py property">
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.structure_graph.conditional_intensity_matrix.ConditionalIntensityMatrix.cim">
+<em class="property"><span class="pre">property</span> </em><span class="sig-name descname"><span class="pre">cim</span></span><em class="property"><span class="pre">:</span> <span class="pre">numpy.ndarray</span></em><a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.conditional_intensity_matrix.ConditionalIntensityMatrix.cim" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.PyCTBN.structure_graph.conditional_intensity_matrix.ConditionalIntensityMatrix.compute_cim_coefficients">
-<code class="sig-name descname">compute_cim_coefficients</code><span class="sig-paren">(</span><span class="sig-paren">)</span> &#x2192; None<a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.conditional_intensity_matrix.ConditionalIntensityMatrix.compute_cim_coefficients" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.structure_graph.conditional_intensity_matrix.ConditionalIntensityMatrix.compute_cim_coefficients">
+<span class="sig-name descname"><span class="pre">compute_cim_coefficients</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> &#x2192; <span class="pre">None</span><a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.conditional_intensity_matrix.ConditionalIntensityMatrix.compute_cim_coefficients" title="Permalink to this definition">¶</a></dt>
 <dd><p>Compute the coefficients of the matrix _cim by using the following equality q_xx’ = M[x, x’] / T[x].
 The class member <code class="docutils literal notranslate"><span class="pre">_cim</span></code> will contain the computed cim</p>
 </dd></dl>
 
-<dl class="py method">
-<dt id="PyCTBN.PyCTBN.structure_graph.conditional_intensity_matrix.ConditionalIntensityMatrix.state_residence_times">
-<em class="property">property </em><code class="sig-name descname">state_residence_times</code><a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.conditional_intensity_matrix.ConditionalIntensityMatrix.state_residence_times" title="Permalink to this definition">¶</a></dt>
+<dl class="py property">
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.structure_graph.conditional_intensity_matrix.ConditionalIntensityMatrix.state_residence_times">
+<em class="property"><span class="pre">property</span> </em><span class="sig-name descname"><span class="pre">state_residence_times</span></span><em class="property"><span class="pre">:</span> <span class="pre">numpy.ndarray</span></em><a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.conditional_intensity_matrix.ConditionalIntensityMatrix.state_residence_times" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="py property">
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.structure_graph.conditional_intensity_matrix.ConditionalIntensityMatrix.state_transition_matrix">
+<em class="property"><span class="pre">property</span> </em><span class="sig-name descname"><span class="pre">state_transition_matrix</span></span><em class="property"><span class="pre">:</span> <span class="pre">numpy.ndarray</span></em><a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.conditional_intensity_matrix.ConditionalIntensityMatrix.state_transition_matrix" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
+
+</dd></dl>
+
+</div>
+<div class="section" id="module-PyCTBN.PyCTBN.structure_graph.network_generator">
+<span id="pyctbn-pyctbn-structure-graph-network-generator-module"></span><h2>PyCTBN.PyCTBN.structure_graph.network_generator module<a class="headerlink" href="#module-PyCTBN.PyCTBN.structure_graph.network_generator" title="Permalink to this headline">¶</a></h2>
+<dl class="py class">
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.structure_graph.network_generator.NetworkGenerator">
+<em class="property"><span class="pre">class</span> </em><span class="sig-prename descclassname"><span class="pre">PyCTBN.PyCTBN.structure_graph.network_generator.</span></span><span class="sig-name descname"><span class="pre">NetworkGenerator</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">labels</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">vals</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.network_generator.NetworkGenerator" title="Permalink to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">object</span></code></p>
+<p>Provides the methods to generate a network graph and the CIMs related to it
+Items in _labels, _vals and _indxs are related, and therefore respect the same order</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>_labels</strong> (<em>List</em>) – List of variables labels that will be part of the network</p></li>
+<li><p><strong>_vals</strong> (<em>List</em>) – List of cardinalities of the variables in network (defined in the same order as _labels)</p></li>
+<li><p><strong>_indxs</strong> (<em>List</em>) – List of the nodes indexes</p></li>
+<li><p><strong>_cims</strong> (<em>Dict</em>) – It contains, for each variable label (the key), the SetOfCims object related to it</p></li>
+<li><p><strong>_graph</strong> (<a class="reference internal" href="#PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph" title="PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph"><em>NetworkGraph</em></a>) – The NetworkGraph object representing the generated structure</p></li>
+</ul>
+</dd>
+</dl>
+<dl class="py property">
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.structure_graph.network_generator.NetworkGenerator.cims">
+<em class="property"><span class="pre">property</span> </em><span class="sig-name descname"><span class="pre">cims</span></span><em class="property"><span class="pre">:</span> <span class="pre">dict</span></em><a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.network_generator.NetworkGenerator.cims" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
 
+<dl class="py property">
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.structure_graph.network_generator.NetworkGenerator.dyn_str">
+<em class="property"><span class="pre">property</span> </em><span class="sig-name descname"><span class="pre">dyn_str</span></span><em class="property"><span class="pre">:</span> <span class="pre">list</span></em><a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.network_generator.NetworkGenerator.dyn_str" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.structure_graph.network_generator.NetworkGenerator.generate_cims">
+<span class="sig-name descname"><span class="pre">generate_cims</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">min_val</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">max_val</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.network_generator.NetworkGenerator.generate_cims" title="Permalink to this definition">¶</a></dt>
+<dd><dl class="simple">
+<dt>For each node, generate the corresponding SetOfCims. The objective is to group the CIMs </dt><dd><p>(actually generated by private method __generate_cim) according to parents possibles states of every node.
+This method must obviously be executed after the graph has been generated.</p>
+</dd>
+</dl>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>min_val</strong> (<em>float</em>) – Minimum value allowed for the coefficients in the CIMs</p></li>
+<li><p><strong>max_val</strong> (<em>float</em>) – Maximum value allowed for the coefficients in the CIMs</p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
 <dl class="py method">
-<dt id="PyCTBN.PyCTBN.structure_graph.conditional_intensity_matrix.ConditionalIntensityMatrix.state_transition_matrix">
-<em class="property">property </em><code class="sig-name descname">state_transition_matrix</code><a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.conditional_intensity_matrix.ConditionalIntensityMatrix.state_transition_matrix" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.structure_graph.network_generator.NetworkGenerator.generate_graph">
+<span class="sig-name descname"><span class="pre">generate_graph</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">density</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">fixed</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">bool</span></span> <span class="o"><span class="pre">=</span></span> <span class="default_value"><span class="pre">False</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.network_generator.NetworkGenerator.generate_graph" title="Permalink to this definition">¶</a></dt>
+<dd><dl class="simple">
+<dt>Generate the edges according to specified density, and then instantiate the NetworkGraph object</dt><dd><p>to represent the network</p>
+</dd>
+</dl>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>density</strong> (<em>float</em>) – Probability of an edge between two nodes to exist</p></li>
+<li><p><strong>fixed</strong> (<em>bool</em>) – Specifies whether the required density is mandatory or it’s just a probability</p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py property">
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.structure_graph.network_generator.NetworkGenerator.graph">
+<em class="property"><span class="pre">property</span> </em><span class="sig-name descname"><span class="pre">graph</span></span><em class="property"><span class="pre">:</span> <span class="pre">PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph</span></em><a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.network_generator.NetworkGenerator.graph" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="py property">
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.structure_graph.network_generator.NetworkGenerator.variables">
+<em class="property"><span class="pre">property</span> </em><span class="sig-name descname"><span class="pre">variables</span></span><em class="property"><span class="pre">:</span> <span class="pre">list</span></em><a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.network_generator.NetworkGenerator.variables" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
 
 </dd></dl>
@@ -167,8 +248,8 @@ The class member <code class="docutils literal notranslate"><span class="pre">_c
 <section id="module-PyCTBN.PyCTBN.structure_graph.network_graph">
 <span id="pyctbn-pyctbn-structure-graph-network-graph-module"></span><h2>PyCTBN.PyCTBN.structure_graph.network_graph module<a class="headerlink" href="#module-PyCTBN.PyCTBN.structure_graph.network_graph" title="Permalink to this headline">¶</a></h2>
 <dl class="py class">
-<dt id="PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph">
-<em class="property">class </em><code class="sig-prename descclassname">PyCTBN.PyCTBN.structure_graph.network_graph.</code><code class="sig-name descname">NetworkGraph</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">graph_struct</span><span class="p">:</span> <span class="n"><a class="reference internal" href="#PyCTBN.PyCTBN.structure_graph.structure.Structure" title="PyCTBN.PyCTBN.structure_graph.structure.Structure">PyCTBN.PyCTBN.structure_graph.structure.Structure</a></span></em><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph">
+<em class="property"><span class="pre">class</span> </em><span class="sig-prename descclassname"><span class="pre">PyCTBN.PyCTBN.structure_graph.network_graph.</span></span><span class="sig-name descname"><span class="pre">NetworkGraph</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">graph_struct</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><a class="reference internal" href="#PyCTBN.PyCTBN.structure_graph.structure.Structure" title="PyCTBN.PyCTBN.structure_graph.structure.Structure"><span class="pre">PyCTBN.PyCTBN.structure_graph.structure.Structure</span></a></span></em><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph" title="Permalink to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">object</span></code></p>
 <p>Abstracts the infos contained in the Structure class in the form of a directed graph.
 Has the task of creating all the necessary filtering and indexing structures for parameters estimation</p>
@@ -201,8 +282,8 @@ from one state to another</p>
 </dd>
 </dl>
 <dl class="py method">
-<dt id="PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph.add_edges">
-<code class="sig-name descname">add_edges</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">list_of_edges</span><span class="p">:</span> <span class="n">List</span></em><span class="sig-paren">)</span> &#x2192; None<a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph.add_edges" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph.add_edges">
+<span class="sig-name descname"><span class="pre">add_edges</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">list_of_edges</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">List</span></span></em><span class="sig-paren">)</span> &#x2192; <span class="pre">None</span><a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph.add_edges" title="Permalink to this definition">¶</a></dt>
 <dd><p>Add the edges to the <code class="docutils literal notranslate"><span class="pre">_graph</span></code> contained in the list <code class="docutils literal notranslate"><span class="pre">list_of_edges</span></code>.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters</dt>
@@ -212,8 +293,8 @@ from one state to another</p>
 </dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph.add_nodes">
-<code class="sig-name descname">add_nodes</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">list_of_nodes</span><span class="p">:</span> <span class="n">List</span></em><span class="sig-paren">)</span> &#x2192; None<a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph.add_nodes" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph.add_nodes">
+<span class="sig-name descname"><span class="pre">add_nodes</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">list_of_nodes</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">List</span></span></em><span class="sig-paren">)</span> &#x2192; <span class="pre">None</span><a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph.add_nodes" title="Permalink to this definition">¶</a></dt>
 <dd><p>Adds the nodes to the <code class="docutils literal notranslate"><span class="pre">_graph</span></code> contained in the list of nodes <code class="docutils literal notranslate"><span class="pre">list_of_nodes</span></code>.
 Sets all the properties that identify a nodes (index, positional index, cardinality)</p>
 <dl class="field-list simple">
@@ -224,8 +305,8 @@ Sets all the properties that identify a nodes (index, positional index, cardinal
 </dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph.build_p_comb_structure_for_a_node">
-<em class="property">static </em><code class="sig-name descname">build_p_comb_structure_for_a_node</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">parents_values</span><span class="p">:</span> <span class="n">List</span></em><span class="sig-paren">)</span> &#x2192; numpy.ndarray<a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph.build_p_comb_structure_for_a_node" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph.build_p_comb_structure_for_a_node">
+<em class="property"><span class="pre">static</span> </em><span class="sig-name descname"><span class="pre">build_p_comb_structure_for_a_node</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">parents_values</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">List</span></span></em><span class="sig-paren">)</span> &#x2192; <span class="pre">numpy.ndarray</span><a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph.build_p_comb_structure_for_a_node" title="Permalink to this definition">¶</a></dt>
 <dd><p>Builds the combinatorial structure that contains the combinations of all the values contained in
 <code class="docutils literal notranslate"><span class="pre">parents_values</span></code>.</p>
 <dl class="field-list simple">
@@ -242,8 +323,8 @@ Sets all the properties that identify a nodes (index, positional index, cardinal
 </dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph.build_time_columns_filtering_for_a_node">
-<em class="property">static </em><code class="sig-name descname">build_time_columns_filtering_for_a_node</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">node_indx</span><span class="p">:</span> <span class="n">int</span></em>, <em class="sig-param"><span class="n">p_indxs</span><span class="p">:</span> <span class="n">List</span></em><span class="sig-paren">)</span> &#x2192; numpy.ndarray<a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph.build_time_columns_filtering_for_a_node" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph.build_time_columns_filtering_for_a_node">
+<em class="property"><span class="pre">static</span> </em><span class="sig-name descname"><span class="pre">build_time_columns_filtering_for_a_node</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">node_indx</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">int</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">p_indxs</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">List</span></span></em><span class="sig-paren">)</span> &#x2192; <span class="pre">numpy.ndarray</span><a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph.build_time_columns_filtering_for_a_node" title="Permalink to this definition">¶</a></dt>
 <dd><p>Builds the necessary structure to filter the desired columns indicated by <code class="docutils literal notranslate"><span class="pre">node_indx</span></code> and <code class="docutils literal notranslate"><span class="pre">p_indxs</span></code>
 in the dataset.
 This structute will be used in the computation of the state res times.
@@ -256,8 +337,8 @@ This structute will be used in the computation of the state res times.
 </dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph.build_time_scalar_indexing_structure_for_a_node">
-<em class="property">static </em><code class="sig-name descname">build_time_scalar_indexing_structure_for_a_node</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">node_states</span><span class="p">:</span> <span class="n">int</span></em>, <em class="sig-param"><span class="n">parents_vals</span><span class="p">:</span> <span class="n">List</span></em><span class="sig-paren">)</span> &#x2192; numpy.ndarray<a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph.build_time_scalar_indexing_structure_for_a_node" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph.build_time_scalar_indexing_structure_for_a_node">
+<em class="property"><span class="pre">static</span> </em><span class="sig-name descname"><span class="pre">build_time_scalar_indexing_structure_for_a_node</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">node_states</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">int</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">parents_vals</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">List</span></span></em><span class="sig-paren">)</span> &#x2192; <span class="pre">numpy.ndarray</span><a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph.build_time_scalar_indexing_structure_for_a_node" title="Permalink to this definition">¶</a></dt>
 <dd><p>Builds an indexing structure for the computation of state residence times values.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters</dt>
@@ -276,8 +357,8 @@ This structute will be used in the computation of the state res times.
 </dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph.build_transition_filtering_for_a_node">
-<em class="property">static </em><code class="sig-name descname">build_transition_filtering_for_a_node</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">node_indx</span><span class="p">:</span> <span class="n">int</span></em>, <em class="sig-param"><span class="n">p_indxs</span><span class="p">:</span> <span class="n">List</span></em>, <em class="sig-param"><span class="n">nodes_number</span><span class="p">:</span> <span class="n">int</span></em><span class="sig-paren">)</span> &#x2192; numpy.ndarray<a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph.build_transition_filtering_for_a_node" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph.build_transition_filtering_for_a_node">
+<em class="property"><span class="pre">static</span> </em><span class="sig-name descname"><span class="pre">build_transition_filtering_for_a_node</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">node_indx</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">int</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">p_indxs</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">List</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">nodes_number</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">int</span></span></em><span class="sig-paren">)</span> &#x2192; <span class="pre">numpy.ndarray</span><a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph.build_transition_filtering_for_a_node" title="Permalink to this definition">¶</a></dt>
 <dd><p>Builds the necessary structure to filter the desired columns indicated by <code class="docutils literal notranslate"><span class="pre">node_indx</span></code> and <code class="docutils literal notranslate"><span class="pre">p_indxs</span></code>
 in the dataset.
 This structure will be used in the computation of the state transitions values.
@@ -292,8 +373,8 @@ This structure will be used in the computation of the state transitions values.
 </dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph.build_transition_scalar_indexing_structure_for_a_node">
-<em class="property">static </em><code class="sig-name descname">build_transition_scalar_indexing_structure_for_a_node</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">node_states_number</span><span class="p">:</span> <span class="n">int</span></em>, <em class="sig-param"><span class="n">parents_vals</span><span class="p">:</span> <span class="n">List</span></em><span class="sig-paren">)</span> &#x2192; numpy.ndarray<a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph.build_transition_scalar_indexing_structure_for_a_node" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph.build_transition_scalar_indexing_structure_for_a_node">
+<em class="property"><span class="pre">static</span> </em><span class="sig-name descname"><span class="pre">build_transition_scalar_indexing_structure_for_a_node</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">node_states_number</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">int</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">parents_vals</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">List</span></span></em><span class="sig-paren">)</span> &#x2192; <span class="pre">numpy.ndarray</span><a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph.build_transition_scalar_indexing_structure_for_a_node" title="Permalink to this definition">¶</a></dt>
 <dd><p>Builds an indexing structure for the computation of state transitions values.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters</dt>
@@ -312,19 +393,19 @@ This structure will be used in the computation of the state transitions values.
 </dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph.clear_indexing_filtering_structures">
-<code class="sig-name descname">clear_indexing_filtering_structures</code><span class="sig-paren">(</span><span class="sig-paren">)</span> &#x2192; None<a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph.clear_indexing_filtering_structures" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph.clear_indexing_filtering_structures">
+<span class="sig-name descname"><span class="pre">clear_indexing_filtering_structures</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> &#x2192; <span class="pre">None</span><a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph.clear_indexing_filtering_structures" title="Permalink to this definition">¶</a></dt>
 <dd><p>Initialize all the filtering/indexing structures.</p>
 </dd></dl>
 
-<dl class="py method">
-<dt id="PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph.edges">
-<em class="property">property </em><code class="sig-name descname">edges</code><a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph.edges" title="Permalink to this definition">¶</a></dt>
+<dl class="py property">
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph.edges">
+<em class="property"><span class="pre">property</span> </em><span class="sig-name descname"><span class="pre">edges</span></span><em class="property"><span class="pre">:</span> <span class="pre">List</span></em><a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph.edges" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph.fast_init">
-<code class="sig-name descname">fast_init</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">node_id</span><span class="p">:</span> <span class="n">str</span></em><span class="sig-paren">)</span> &#x2192; None<a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph.fast_init" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph.fast_init">
+<span class="sig-name descname"><span class="pre">fast_init</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">node_id</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">str</span></span></em><span class="sig-paren">)</span> &#x2192; <span class="pre">None</span><a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph.fast_init" title="Permalink to this definition">¶</a></dt>
 <dd><p>Initializes all the necessary structures for parameters estimation of the node identified by the label
 node_id</p>
 <dl class="field-list simple">
@@ -335,13 +416,13 @@ node_id</p>
 </dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph.get_node_indx">
-<code class="sig-name descname">get_node_indx</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">node_id</span></em><span class="sig-paren">)</span> &#x2192; int<a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph.get_node_indx" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph.get_node_indx">
+<span class="sig-name descname"><span class="pre">get_node_indx</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">node_id</span></span></em><span class="sig-paren">)</span> &#x2192; <span class="pre">int</span><a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph.get_node_indx" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph.get_ordered_by_indx_set_of_parents">
-<code class="sig-name descname">get_ordered_by_indx_set_of_parents</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">node</span><span class="p">:</span> <span class="n">str</span></em><span class="sig-paren">)</span> &#x2192; Tuple<a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph.get_ordered_by_indx_set_of_parents" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph.get_ordered_by_indx_set_of_parents">
+<span class="sig-name descname"><span class="pre">get_ordered_by_indx_set_of_parents</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">node</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">str</span></span></em><span class="sig-paren">)</span> &#x2192; <span class="pre">Tuple</span><a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph.get_ordered_by_indx_set_of_parents" title="Permalink to this definition">¶</a></dt>
 <dd><p>Builds the aggregated structure that holds all the infos relative to the parent set of the node, namely
 (parents_labels, parents_indexes, parents_cardinalities).</p>
 <dl class="field-list simple">
@@ -358,8 +439,8 @@ node_id</p>
 </dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph.get_parents_by_id">
-<code class="sig-name descname">get_parents_by_id</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">node_id</span></em><span class="sig-paren">)</span> &#x2192; List<a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph.get_parents_by_id" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph.get_parents_by_id">
+<span class="sig-name descname"><span class="pre">get_parents_by_id</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">node_id</span></span></em><span class="sig-paren">)</span> &#x2192; <span class="pre">List</span><a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph.get_parents_by_id" title="Permalink to this definition">¶</a></dt>
 <dd><p>Returns a list of labels of the parents of the node <code class="docutils literal notranslate"><span class="pre">node_id</span></code></p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters</dt>
@@ -375,18 +456,18 @@ node_id</p>
 </dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph.get_positional_node_indx">
-<code class="sig-name descname">get_positional_node_indx</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">node_id</span></em><span class="sig-paren">)</span> &#x2192; int<a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph.get_positional_node_indx" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph.get_positional_node_indx">
+<span class="sig-name descname"><span class="pre">get_positional_node_indx</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">node_id</span></span></em><span class="sig-paren">)</span> &#x2192; <span class="pre">int</span><a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph.get_positional_node_indx" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph.get_states_number">
-<code class="sig-name descname">get_states_number</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">node_id</span></em><span class="sig-paren">)</span> &#x2192; int<a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph.get_states_number" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph.get_states_number">
+<span class="sig-name descname"><span class="pre">get_states_number</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">node_id</span></span></em><span class="sig-paren">)</span> &#x2192; <span class="pre">int</span><a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph.get_states_number" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph.has_edge">
-<code class="sig-name descname">has_edge</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">edge</span><span class="p">:</span> <span class="n">tuple</span></em><span class="sig-paren">)</span> &#x2192; bool<a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph.has_edge" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph.has_edge">
+<span class="sig-name descname"><span class="pre">has_edge</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">edge</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">tuple</span></span></em><span class="sig-paren">)</span> &#x2192; <span class="pre">bool</span><a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph.has_edge" title="Permalink to this definition">¶</a></dt>
 <dd><p>Check if the graph contains a specific edge</p>
 <dl class="simple">
 <dt>Parameters:</dt><dd><p>edge: a tuple that rappresents the edge</p>
@@ -396,29 +477,29 @@ node_id</p>
 </dl>
 </dd></dl>
 
-<dl class="py method">
-<dt id="PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph.nodes">
-<em class="property">property </em><code class="sig-name descname">nodes</code><a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph.nodes" title="Permalink to this definition">¶</a></dt>
+<dl class="py property">
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph.nodes">
+<em class="property"><span class="pre">property</span> </em><span class="sig-name descname"><span class="pre">nodes</span></span><em class="property"><span class="pre">:</span> <span class="pre">List</span></em><a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph.nodes" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
 
-<dl class="py method">
-<dt id="PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph.nodes_indexes">
-<em class="property">property </em><code class="sig-name descname">nodes_indexes</code><a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph.nodes_indexes" title="Permalink to this definition">¶</a></dt>
+<dl class="py property">
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph.nodes_indexes">
+<em class="property"><span class="pre">property</span> </em><span class="sig-name descname"><span class="pre">nodes_indexes</span></span><em class="property"><span class="pre">:</span> <span class="pre">numpy.ndarray</span></em><a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph.nodes_indexes" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
 
-<dl class="py method">
-<dt id="PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph.nodes_values">
-<em class="property">property </em><code class="sig-name descname">nodes_values</code><a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph.nodes_values" title="Permalink to this definition">¶</a></dt>
+<dl class="py property">
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph.nodes_values">
+<em class="property"><span class="pre">property</span> </em><span class="sig-name descname"><span class="pre">nodes_values</span></span><em class="property"><span class="pre">:</span> <span class="pre">numpy.ndarray</span></em><a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph.nodes_values" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
 
-<dl class="py method">
-<dt id="PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph.p_combs">
-<em class="property">property </em><code class="sig-name descname">p_combs</code><a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph.p_combs" title="Permalink to this definition">¶</a></dt>
+<dl class="py property">
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph.p_combs">
+<em class="property"><span class="pre">property</span> </em><span class="sig-name descname"><span class="pre">p_combs</span></span><em class="property"><span class="pre">:</span> <span class="pre">numpy.ndarray</span></em><a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph.p_combs" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph.remove_edges">
-<code class="sig-name descname">remove_edges</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">list_of_edges</span><span class="p">:</span> <span class="n">List</span></em><span class="sig-paren">)</span> &#x2192; None<a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph.remove_edges" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph.remove_edges">
+<span class="sig-name descname"><span class="pre">remove_edges</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">list_of_edges</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">List</span></span></em><span class="sig-paren">)</span> &#x2192; <span class="pre">None</span><a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph.remove_edges" title="Permalink to this definition">¶</a></dt>
 <dd><p>Remove the edges to the graph contained in the list list_of_edges.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters</dt>
@@ -428,30 +509,30 @@ node_id</p>
 </dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph.remove_node">
-<code class="sig-name descname">remove_node</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">node_id</span><span class="p">:</span> <span class="n">str</span></em><span class="sig-paren">)</span> &#x2192; None<a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph.remove_node" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph.remove_node">
+<span class="sig-name descname"><span class="pre">remove_node</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">node_id</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">str</span></span></em><span class="sig-paren">)</span> &#x2192; <span class="pre">None</span><a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph.remove_node" title="Permalink to this definition">¶</a></dt>
 <dd><p>Remove the node <code class="docutils literal notranslate"><span class="pre">node_id</span></code> from all the class members.
 Initialize all the filtering/indexing structures.</p>
 </dd></dl>
 
-<dl class="py method">
-<dt id="PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph.time_filtering">
-<em class="property">property </em><code class="sig-name descname">time_filtering</code><a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph.time_filtering" title="Permalink to this definition">¶</a></dt>
+<dl class="py property">
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph.time_filtering">
+<em class="property"><span class="pre">property</span> </em><span class="sig-name descname"><span class="pre">time_filtering</span></span><em class="property"><span class="pre">:</span> <span class="pre">numpy.ndarray</span></em><a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph.time_filtering" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
 
-<dl class="py method">
-<dt id="PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph.time_scalar_indexing_strucure">
-<em class="property">property </em><code class="sig-name descname">time_scalar_indexing_strucure</code><a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph.time_scalar_indexing_strucure" title="Permalink to this definition">¶</a></dt>
+<dl class="py property">
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph.time_scalar_indexing_strucure">
+<em class="property"><span class="pre">property</span> </em><span class="sig-name descname"><span class="pre">time_scalar_indexing_strucure</span></span><em class="property"><span class="pre">:</span> <span class="pre">numpy.ndarray</span></em><a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph.time_scalar_indexing_strucure" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
 
-<dl class="py method">
-<dt id="PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph.transition_filtering">
-<em class="property">property </em><code class="sig-name descname">transition_filtering</code><a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph.transition_filtering" title="Permalink to this definition">¶</a></dt>
+<dl class="py property">
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph.transition_filtering">
+<em class="property"><span class="pre">property</span> </em><span class="sig-name descname"><span class="pre">transition_filtering</span></span><em class="property"><span class="pre">:</span> <span class="pre">numpy.ndarray</span></em><a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph.transition_filtering" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
 
-<dl class="py method">
-<dt id="PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph.transition_scalar_indexing_structure">
-<em class="property">property </em><code class="sig-name descname">transition_scalar_indexing_structure</code><a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph.transition_scalar_indexing_structure" title="Permalink to this definition">¶</a></dt>
+<dl class="py property">
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph.transition_scalar_indexing_structure">
+<em class="property"><span class="pre">property</span> </em><span class="sig-name descname"><span class="pre">transition_scalar_indexing_structure</span></span><em class="property"><span class="pre">:</span> <span class="pre">numpy.ndarray</span></em><a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph.transition_scalar_indexing_structure" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
 
 </dd></dl>
@@ -460,8 +541,8 @@ Initialize all the filtering/indexing structures.</p>
 <section id="module-PyCTBN.PyCTBN.structure_graph.sample_path">
 <span id="pyctbn-pyctbn-structure-graph-sample-path-module"></span><h2>PyCTBN.PyCTBN.structure_graph.sample_path module<a class="headerlink" href="#module-PyCTBN.PyCTBN.structure_graph.sample_path" title="Permalink to this headline">¶</a></h2>
 <dl class="py class">
-<dt id="PyCTBN.PyCTBN.structure_graph.sample_path.SamplePath">
-<em class="property">class </em><code class="sig-prename descclassname">PyCTBN.PyCTBN.structure_graph.sample_path.</code><code class="sig-name descname">SamplePath</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">importer</span><span class="p">:</span> <span class="n"><a class="reference internal" href="PyCTBN.PyCTBN.utility.html#PyCTBN.PyCTBN.utility.abstract_importer.AbstractImporter" title="PyCTBN.PyCTBN.utility.abstract_importer.AbstractImporter">PyCTBN.PyCTBN.utility.abstract_importer.AbstractImporter</a></span></em><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.sample_path.SamplePath" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.structure_graph.sample_path.SamplePath">
+<em class="property"><span class="pre">class</span> </em><span class="sig-prename descclassname"><span class="pre">PyCTBN.PyCTBN.structure_graph.sample_path.</span></span><span class="sig-name descname"><span class="pre">SamplePath</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">importer</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><a class="reference internal" href="PyCTBN.PyCTBN.utility.html#PyCTBN.PyCTBN.utility.abstract_importer.AbstractImporter" title="PyCTBN.PyCTBN.utility.abstract_importer.AbstractImporter"><span class="pre">PyCTBN.PyCTBN.utility.abstract_importer.AbstractImporter</span></a></span></em><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.sample_path.SamplePath" title="Permalink to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">object</span></code></p>
 <p>Aggregates all the informations about the trajectories, the real structure of the sampled net and variables
 cardinalites. Has the task of creating the objects <code class="docutils literal notranslate"><span class="pre">Trajectory</span></code> and <code class="docutils literal notranslate"><span class="pre">Structure</span></code> that will
@@ -481,41 +562,41 @@ contain the mentioned data.</p>
 </dd>
 </dl>
 <dl class="py method">
-<dt id="PyCTBN.PyCTBN.structure_graph.sample_path.SamplePath.build_structure">
-<code class="sig-name descname">build_structure</code><span class="sig-paren">(</span><span class="sig-paren">)</span> &#x2192; None<a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.sample_path.SamplePath.build_structure" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.structure_graph.sample_path.SamplePath.build_structure">
+<span class="sig-name descname"><span class="pre">build_structure</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> &#x2192; <span class="pre">None</span><a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.sample_path.SamplePath.build_structure" title="Permalink to this definition">¶</a></dt>
 <dd><p>Builds the <code class="docutils literal notranslate"><span class="pre">Structure</span></code> object that aggregates all the infos about the net.</p>
 </dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.PyCTBN.structure_graph.sample_path.SamplePath.build_trajectories">
-<code class="sig-name descname">build_trajectories</code><span class="sig-paren">(</span><span class="sig-paren">)</span> &#x2192; None<a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.sample_path.SamplePath.build_trajectories" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.structure_graph.sample_path.SamplePath.build_trajectories">
+<span class="sig-name descname"><span class="pre">build_trajectories</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> &#x2192; <span class="pre">None</span><a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.sample_path.SamplePath.build_trajectories" title="Permalink to this definition">¶</a></dt>
 <dd><p>Builds the Trajectory object that will contain all the trajectories.
 Clears all the unused dataframes in <code class="docutils literal notranslate"><span class="pre">_importer</span></code> Object</p>
 </dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.PyCTBN.structure_graph.sample_path.SamplePath.clear_memory">
-<code class="sig-name descname">clear_memory</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.sample_path.SamplePath.clear_memory" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.structure_graph.sample_path.SamplePath.clear_memory">
+<span class="sig-name descname"><span class="pre">clear_memory</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.sample_path.SamplePath.clear_memory" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
 
-<dl class="py method">
-<dt id="PyCTBN.PyCTBN.structure_graph.sample_path.SamplePath.has_prior_net_structure">
-<em class="property">property </em><code class="sig-name descname">has_prior_net_structure</code><a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.sample_path.SamplePath.has_prior_net_structure" title="Permalink to this definition">¶</a></dt>
+<dl class="py property">
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.structure_graph.sample_path.SamplePath.has_prior_net_structure">
+<em class="property"><span class="pre">property</span> </em><span class="sig-name descname"><span class="pre">has_prior_net_structure</span></span><em class="property"><span class="pre">:</span> <span class="pre">bool</span></em><a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.sample_path.SamplePath.has_prior_net_structure" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
 
-<dl class="py method">
-<dt id="PyCTBN.PyCTBN.structure_graph.sample_path.SamplePath.structure">
-<em class="property">property </em><code class="sig-name descname">structure</code><a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.sample_path.SamplePath.structure" title="Permalink to this definition">¶</a></dt>
+<dl class="py property">
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.structure_graph.sample_path.SamplePath.structure">
+<em class="property"><span class="pre">property</span> </em><span class="sig-name descname"><span class="pre">structure</span></span><em class="property"><span class="pre">:</span> <span class="pre">PyCTBN.PyCTBN.structure_graph.structure.Structure</span></em><a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.sample_path.SamplePath.structure" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
 
-<dl class="py method">
-<dt id="PyCTBN.PyCTBN.structure_graph.sample_path.SamplePath.total_variables_count">
-<em class="property">property </em><code class="sig-name descname">total_variables_count</code><a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.sample_path.SamplePath.total_variables_count" title="Permalink to this definition">¶</a></dt>
+<dl class="py property">
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.structure_graph.sample_path.SamplePath.total_variables_count">
+<em class="property"><span class="pre">property</span> </em><span class="sig-name descname"><span class="pre">total_variables_count</span></span><em class="property"><span class="pre">:</span> <span class="pre">int</span></em><a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.sample_path.SamplePath.total_variables_count" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
 
-<dl class="py method">
-<dt id="PyCTBN.PyCTBN.structure_graph.sample_path.SamplePath.trajectories">
-<em class="property">property </em><code class="sig-name descname">trajectories</code><a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.sample_path.SamplePath.trajectories" title="Permalink to this definition">¶</a></dt>
+<dl class="py property">
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.structure_graph.sample_path.SamplePath.trajectories">
+<em class="property"><span class="pre">property</span> </em><span class="sig-name descname"><span class="pre">trajectories</span></span><em class="property"><span class="pre">:</span> <span class="pre">PyCTBN.PyCTBN.structure_graph.trajectory.Trajectory</span></em><a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.sample_path.SamplePath.trajectories" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
 
 </dd></dl>
@@ -524,8 +605,8 @@ Clears all the unused dataframes in <code class="docutils literal notranslate"><
 <section id="module-PyCTBN.PyCTBN.structure_graph.set_of_cims">
 <span id="pyctbn-pyctbn-structure-graph-set-of-cims-module"></span><h2>PyCTBN.PyCTBN.structure_graph.set_of_cims module<a class="headerlink" href="#module-PyCTBN.PyCTBN.structure_graph.set_of_cims" title="Permalink to this headline">¶</a></h2>
 <dl class="py class">
-<dt id="PyCTBN.PyCTBN.structure_graph.set_of_cims.SetOfCims">
-<em class="property">class </em><code class="sig-prename descclassname">PyCTBN.PyCTBN.structure_graph.set_of_cims.</code><code class="sig-name descname">SetOfCims</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">node_id</span><span class="p">:</span> <span class="n">str</span></em>, <em class="sig-param"><span class="n">parents_states_number</span><span class="p">:</span> <span class="n">List</span></em>, <em class="sig-param"><span class="n">node_states_number</span><span class="p">:</span> <span class="n">int</span></em>, <em class="sig-param"><span class="n">p_combs</span><span class="p">:</span> <span class="n">numpy.ndarray</span></em><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.set_of_cims.SetOfCims" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.structure_graph.set_of_cims.SetOfCims">
+<em class="property"><span class="pre">class</span> </em><span class="sig-prename descclassname"><span class="pre">PyCTBN.PyCTBN.structure_graph.set_of_cims.</span></span><span class="sig-name descname"><span class="pre">SetOfCims</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">node_id</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">str</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">parents_states_number</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">List</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">node_states_number</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">int</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">p_combs</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">numpy.ndarray</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">cims</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">Optional</span><span class="p"><span class="pre">[</span></span><span class="pre">numpy.ndarray</span><span class="p"><span class="pre">]</span></span></span> <span class="o"><span class="pre">=</span></span> <span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.set_of_cims.SetOfCims" title="Permalink to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">object</span></code></p>
 <p>Aggregates all the CIMS of the node identified by the label _node_id.</p>
 <dl class="field-list simple">
@@ -547,14 +628,14 @@ Clears all the unused dataframes in <code class="docutils literal notranslate"><
 <dd class="field-even"><p>the cims of the node</p>
 </dd>
 </dl>
-<dl class="py method">
-<dt id="PyCTBN.PyCTBN.structure_graph.set_of_cims.SetOfCims.actual_cims">
-<em class="property">property </em><code class="sig-name descname">actual_cims</code><a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.set_of_cims.SetOfCims.actual_cims" title="Permalink to this definition">¶</a></dt>
+<dl class="py property">
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.structure_graph.set_of_cims.SetOfCims.actual_cims">
+<em class="property"><span class="pre">property</span> </em><span class="sig-name descname"><span class="pre">actual_cims</span></span><em class="property"><span class="pre">:</span> <span class="pre">numpy.ndarray</span></em><a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.set_of_cims.SetOfCims.actual_cims" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.PyCTBN.structure_graph.set_of_cims.SetOfCims.build_cims">
-<code class="sig-name descname">build_cims</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">state_res_times</span><span class="p">:</span> <span class="n">numpy.ndarray</span></em>, <em class="sig-param"><span class="n">transition_matrices</span><span class="p">:</span> <span class="n">numpy.ndarray</span></em><span class="sig-paren">)</span> &#x2192; None<a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.set_of_cims.SetOfCims.build_cims" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.structure_graph.set_of_cims.SetOfCims.build_cims">
+<span class="sig-name descname"><span class="pre">build_cims</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">state_res_times</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">numpy.ndarray</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">transition_matrices</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">numpy.ndarray</span></span></em><span class="sig-paren">)</span> &#x2192; <span class="pre">None</span><a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.set_of_cims.SetOfCims.build_cims" title="Permalink to this definition">¶</a></dt>
 <dd><p>Build the <code class="docutils literal notranslate"><span class="pre">ConditionalIntensityMatrix</span></code> objects given the state residence times and transitions matrices.
 Compute the cim coefficients.The class member <code class="docutils literal notranslate"><span class="pre">_actual_cims</span></code> will contain the computed cims.</p>
 <dl class="field-list simple">
@@ -568,14 +649,14 @@ Compute the cim coefficients.The class member <code class="docutils literal notr
 </dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.PyCTBN.structure_graph.set_of_cims.SetOfCims.build_times_and_transitions_structures">
-<code class="sig-name descname">build_times_and_transitions_structures</code><span class="sig-paren">(</span><span class="sig-paren">)</span> &#x2192; None<a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.set_of_cims.SetOfCims.build_times_and_transitions_structures" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.structure_graph.set_of_cims.SetOfCims.build_times_and_transitions_structures">
+<span class="sig-name descname"><span class="pre">build_times_and_transitions_structures</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> &#x2192; <span class="pre">None</span><a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.set_of_cims.SetOfCims.build_times_and_transitions_structures" title="Permalink to this definition">¶</a></dt>
 <dd><p>Initializes at the correct dimensions the state residence times matrix and the state transition matrices.</p>
 </dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.PyCTBN.structure_graph.set_of_cims.SetOfCims.filter_cims_with_mask">
-<code class="sig-name descname">filter_cims_with_mask</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">mask_arr</span><span class="p">:</span> <span class="n">numpy.ndarray</span></em>, <em class="sig-param"><span class="n">comb</span><span class="p">:</span> <span class="n">List</span></em><span class="sig-paren">)</span> &#x2192; numpy.ndarray<a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.set_of_cims.SetOfCims.filter_cims_with_mask" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.structure_graph.set_of_cims.SetOfCims.filter_cims_with_mask">
+<span class="sig-name descname"><span class="pre">filter_cims_with_mask</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">mask_arr</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">numpy.ndarray</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">comb</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">List</span></span></em><span class="sig-paren">)</span> &#x2192; <span class="pre">numpy.ndarray</span><a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.set_of_cims.SetOfCims.filter_cims_with_mask" title="Permalink to this definition">¶</a></dt>
 <dd><p>Filter the cims contained in the array <code class="docutils literal notranslate"><span class="pre">_actual_cims</span></code> given the boolean mask <code class="docutils literal notranslate"><span class="pre">mask_arr</span></code> and the index
 <code class="docutils literal notranslate"><span class="pre">comb</span></code>.</p>
 <dl class="field-list simple">
@@ -595,13 +676,13 @@ Compute the cim coefficients.The class member <code class="docutils literal notr
 </dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.PyCTBN.structure_graph.set_of_cims.SetOfCims.get_cims_number">
-<code class="sig-name descname">get_cims_number</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.set_of_cims.SetOfCims.get_cims_number" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.structure_graph.set_of_cims.SetOfCims.get_cims_number">
+<span class="sig-name descname"><span class="pre">get_cims_number</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.set_of_cims.SetOfCims.get_cims_number" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
 
-<dl class="py method">
-<dt id="PyCTBN.PyCTBN.structure_graph.set_of_cims.SetOfCims.p_combs">
-<em class="property">property </em><code class="sig-name descname">p_combs</code><a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.set_of_cims.SetOfCims.p_combs" title="Permalink to this definition">¶</a></dt>
+<dl class="py property">
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.structure_graph.set_of_cims.SetOfCims.p_combs">
+<em class="property"><span class="pre">property</span> </em><span class="sig-name descname"><span class="pre">p_combs</span></span><em class="property"><span class="pre">:</span> <span class="pre">numpy.ndarray</span></em><a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.set_of_cims.SetOfCims.p_combs" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
 
 </dd></dl>
@@ -610,8 +691,8 @@ Compute the cim coefficients.The class member <code class="docutils literal notr
 <section id="module-PyCTBN.PyCTBN.structure_graph.structure">
 <span id="pyctbn-pyctbn-structure-graph-structure-module"></span><h2>PyCTBN.PyCTBN.structure_graph.structure module<a class="headerlink" href="#module-PyCTBN.PyCTBN.structure_graph.structure" title="Permalink to this headline">¶</a></h2>
 <dl class="py class">
-<dt id="PyCTBN.PyCTBN.structure_graph.structure.Structure">
-<em class="property">class </em><code class="sig-prename descclassname">PyCTBN.PyCTBN.structure_graph.structure.</code><code class="sig-name descname">Structure</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">nodes_labels_list</span><span class="p">:</span> <span class="n">List</span></em>, <em class="sig-param"><span class="n">nodes_indexes_arr</span><span class="p">:</span> <span class="n">numpy.ndarray</span></em>, <em class="sig-param"><span class="n">nodes_vals_arr</span><span class="p">:</span> <span class="n">numpy.ndarray</span></em>, <em class="sig-param"><span class="n">edges_list</span><span class="p">:</span> <span class="n">List</span></em>, <em class="sig-param"><span class="n">total_variables_number</span><span class="p">:</span> <span class="n">int</span></em><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.structure.Structure" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.structure_graph.structure.Structure">
+<em class="property"><span class="pre">class</span> </em><span class="sig-prename descclassname"><span class="pre">PyCTBN.PyCTBN.structure_graph.structure.</span></span><span class="sig-name descname"><span class="pre">Structure</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">nodes_labels_list</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">List</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">nodes_indexes_arr</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">numpy.ndarray</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">nodes_vals_arr</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">numpy.ndarray</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">edges_list</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">List</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">total_variables_number</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">int</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.structure.Structure" title="Permalink to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">object</span></code></p>
 <p>Contains all the infos about the network structure(nodes labels, nodes caridinalites, edges, indexes)</p>
 <dl class="field-list simple">
@@ -626,28 +707,28 @@ Compute the cim coefficients.The class member <code class="docutils literal notr
 </dd>
 </dl>
 <dl class="py method">
-<dt id="PyCTBN.PyCTBN.structure_graph.structure.Structure.add_edge">
-<code class="sig-name descname">add_edge</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">edge</span><span class="p">:</span> <span class="n">tuple</span></em><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.structure.Structure.add_edge" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.structure_graph.structure.Structure.add_edge">
+<span class="sig-name descname"><span class="pre">add_edge</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">edge</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">tuple</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.structure.Structure.add_edge" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.PyCTBN.structure_graph.structure.Structure.clean_structure_edges">
-<code class="sig-name descname">clean_structure_edges</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.structure.Structure.clean_structure_edges" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.structure_graph.structure.Structure.clean_structure_edges">
+<span class="sig-name descname"><span class="pre">clean_structure_edges</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.structure.Structure.clean_structure_edges" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.PyCTBN.structure_graph.structure.Structure.contains_edge">
-<code class="sig-name descname">contains_edge</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">edge</span><span class="p">:</span> <span class="n">tuple</span></em><span class="sig-paren">)</span> &#x2192; bool<a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.structure.Structure.contains_edge" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.structure_graph.structure.Structure.contains_edge">
+<span class="sig-name descname"><span class="pre">contains_edge</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">edge</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">tuple</span></span></em><span class="sig-paren">)</span> &#x2192; <span class="pre">bool</span><a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.structure.Structure.contains_edge" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
 
-<dl class="py method">
-<dt id="PyCTBN.PyCTBN.structure_graph.structure.Structure.edges">
-<em class="property">property </em><code class="sig-name descname">edges</code><a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.structure.Structure.edges" title="Permalink to this definition">¶</a></dt>
+<dl class="py property">
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.structure_graph.structure.Structure.edges">
+<em class="property"><span class="pre">property</span> </em><span class="sig-name descname"><span class="pre">edges</span></span><em class="property"><span class="pre">:</span> <span class="pre">List</span></em><a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.structure.Structure.edges" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.PyCTBN.structure_graph.structure.Structure.get_node_id">
-<code class="sig-name descname">get_node_id</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">node_indx</span><span class="p">:</span> <span class="n">int</span></em><span class="sig-paren">)</span> &#x2192; str<a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.structure.Structure.get_node_id" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.structure_graph.structure.Structure.get_node_id">
+<span class="sig-name descname"><span class="pre">get_node_id</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">node_indx</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">int</span></span></em><span class="sig-paren">)</span> &#x2192; <span class="pre">str</span><a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.structure.Structure.get_node_id" title="Permalink to this definition">¶</a></dt>
 <dd><p>Given the <code class="docutils literal notranslate"><span class="pre">node_index</span></code> returns the node label.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters</dt>
@@ -663,8 +744,8 @@ Compute the cim coefficients.The class member <code class="docutils literal notr
 </dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.PyCTBN.structure_graph.structure.Structure.get_node_indx">
-<code class="sig-name descname">get_node_indx</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">node_id</span><span class="p">:</span> <span class="n">str</span></em><span class="sig-paren">)</span> &#x2192; int<a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.structure.Structure.get_node_indx" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.structure_graph.structure.Structure.get_node_indx">
+<span class="sig-name descname"><span class="pre">get_node_indx</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">node_id</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">str</span></span></em><span class="sig-paren">)</span> &#x2192; <span class="pre">int</span><a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.structure.Structure.get_node_indx" title="Permalink to this definition">¶</a></dt>
 <dd><p>Given the <code class="docutils literal notranslate"><span class="pre">node_index</span></code> returns the node label.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters</dt>
@@ -680,13 +761,13 @@ Compute the cim coefficients.The class member <code class="docutils literal notr
 </dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.PyCTBN.structure_graph.structure.Structure.get_positional_node_indx">
-<code class="sig-name descname">get_positional_node_indx</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">node_id</span><span class="p">:</span> <span class="n">str</span></em><span class="sig-paren">)</span> &#x2192; int<a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.structure.Structure.get_positional_node_indx" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.structure_graph.structure.Structure.get_positional_node_indx">
+<span class="sig-name descname"><span class="pre">get_positional_node_indx</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">node_id</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">str</span></span></em><span class="sig-paren">)</span> &#x2192; <span class="pre">int</span><a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.structure.Structure.get_positional_node_indx" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.PyCTBN.structure_graph.structure.Structure.get_states_number">
-<code class="sig-name descname">get_states_number</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">node</span><span class="p">:</span> <span class="n">str</span></em><span class="sig-paren">)</span> &#x2192; int<a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.structure.Structure.get_states_number" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.structure_graph.structure.Structure.get_states_number">
+<span class="sig-name descname"><span class="pre">get_states_number</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">node</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">str</span></span></em><span class="sig-paren">)</span> &#x2192; <span class="pre">int</span><a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.structure.Structure.get_states_number" title="Permalink to this definition">¶</a></dt>
 <dd><p>Given the node label <code class="docutils literal notranslate"><span class="pre">node</span></code> returns the cardinality of the node.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters</dt>
@@ -701,36 +782,36 @@ Compute the cim coefficients.The class member <code class="docutils literal notr
 </dl>
 </dd></dl>
 
-<dl class="py method">
-<dt id="PyCTBN.PyCTBN.structure_graph.structure.Structure.nodes_indexes">
-<em class="property">property </em><code class="sig-name descname">nodes_indexes</code><a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.structure.Structure.nodes_indexes" title="Permalink to this definition">¶</a></dt>
+<dl class="py property">
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.structure_graph.structure.Structure.nodes_indexes">
+<em class="property"><span class="pre">property</span> </em><span class="sig-name descname"><span class="pre">nodes_indexes</span></span><em class="property"><span class="pre">:</span> <span class="pre">numpy.ndarray</span></em><a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.structure.Structure.nodes_indexes" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
 
-<dl class="py method">
-<dt id="PyCTBN.PyCTBN.structure_graph.structure.Structure.nodes_labels">
-<em class="property">property </em><code class="sig-name descname">nodes_labels</code><a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.structure.Structure.nodes_labels" title="Permalink to this definition">¶</a></dt>
+<dl class="py property">
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.structure_graph.structure.Structure.nodes_labels">
+<em class="property"><span class="pre">property</span> </em><span class="sig-name descname"><span class="pre">nodes_labels</span></span><em class="property"><span class="pre">:</span> <span class="pre">List</span></em><a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.structure.Structure.nodes_labels" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
 
-<dl class="py method">
-<dt id="PyCTBN.PyCTBN.structure_graph.structure.Structure.nodes_values">
-<em class="property">property </em><code class="sig-name descname">nodes_values</code><a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.structure.Structure.nodes_values" title="Permalink to this definition">¶</a></dt>
+<dl class="py property">
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.structure_graph.structure.Structure.nodes_values">
+<em class="property"><span class="pre">property</span> </em><span class="sig-name descname"><span class="pre">nodes_values</span></span><em class="property"><span class="pre">:</span> <span class="pre">numpy.ndarray</span></em><a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.structure.Structure.nodes_values" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.PyCTBN.structure_graph.structure.Structure.remove_edge">
-<code class="sig-name descname">remove_edge</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">edge</span><span class="p">:</span> <span class="n">tuple</span></em><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.structure.Structure.remove_edge" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.structure_graph.structure.Structure.remove_edge">
+<span class="sig-name descname"><span class="pre">remove_edge</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">edge</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">tuple</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.structure.Structure.remove_edge" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.PyCTBN.structure_graph.structure.Structure.remove_node">
-<code class="sig-name descname">remove_node</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">node_id</span><span class="p">:</span> <span class="n">str</span></em><span class="sig-paren">)</span> &#x2192; None<a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.structure.Structure.remove_node" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.structure_graph.structure.Structure.remove_node">
+<span class="sig-name descname"><span class="pre">remove_node</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">node_id</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">str</span></span></em><span class="sig-paren">)</span> &#x2192; <span class="pre">None</span><a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.structure.Structure.remove_node" title="Permalink to this definition">¶</a></dt>
 <dd><p>Remove the node <code class="docutils literal notranslate"><span class="pre">node_id</span></code> from all the class members.
 The class member <code class="docutils literal notranslate"><span class="pre">_total_variables_number</span></code> since it refers to the total number of variables in the dataset.</p>
 </dd></dl>
 
-<dl class="py method">
-<dt id="PyCTBN.PyCTBN.structure_graph.structure.Structure.total_variables_number">
-<em class="property">property </em><code class="sig-name descname">total_variables_number</code><a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.structure.Structure.total_variables_number" title="Permalink to this definition">¶</a></dt>
+<dl class="py property">
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.structure_graph.structure.Structure.total_variables_number">
+<em class="property"><span class="pre">property</span> </em><span class="sig-name descname"><span class="pre">total_variables_number</span></span><em class="property"><span class="pre">:</span> <span class="pre">int</span></em><a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.structure.Structure.total_variables_number" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
 
 </dd></dl>
@@ -739,8 +820,8 @@ The class member <code class="docutils literal notranslate"><span class="pre">_t
 <section id="module-PyCTBN.PyCTBN.structure_graph.trajectory">
 <span id="pyctbn-pyctbn-structure-graph-trajectory-module"></span><h2>PyCTBN.PyCTBN.structure_graph.trajectory module<a class="headerlink" href="#module-PyCTBN.PyCTBN.structure_graph.trajectory" title="Permalink to this headline">¶</a></h2>
 <dl class="py class">
-<dt id="PyCTBN.PyCTBN.structure_graph.trajectory.Trajectory">
-<em class="property">class </em><code class="sig-prename descclassname">PyCTBN.PyCTBN.structure_graph.trajectory.</code><code class="sig-name descname">Trajectory</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">list_of_columns</span><span class="p">:</span> <span class="n">List</span></em>, <em class="sig-param"><span class="n">original_cols_number</span><span class="p">:</span> <span class="n">int</span></em><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.trajectory.Trajectory" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.structure_graph.trajectory.Trajectory">
+<em class="property"><span class="pre">class</span> </em><span class="sig-prename descclassname"><span class="pre">PyCTBN.PyCTBN.structure_graph.trajectory.</span></span><span class="sig-name descname"><span class="pre">Trajectory</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">list_of_columns</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">List</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">original_cols_number</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">int</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.trajectory.Trajectory" title="Permalink to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">object</span></code></p>
 <p>Abstracts the infos about a complete set of trajectories, represented as a numpy array of doubles
 (the time deltas) and a numpy matrix of ints (the changes of states).</p>
@@ -758,30 +839,32 @@ The class member <code class="docutils literal notranslate"><span class="pre">_t
 <dd class="field-odd"><p>the array containing the time deltas</p>
 </dd>
 </dl>
-<dl class="py method">
-<dt id="PyCTBN.PyCTBN.structure_graph.trajectory.Trajectory.complete_trajectory">
-<em class="property">property </em><code class="sig-name descname">complete_trajectory</code><a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.trajectory.Trajectory.complete_trajectory" title="Permalink to this definition">¶</a></dt>
+<dl class="py property">
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.structure_graph.trajectory.Trajectory.complete_trajectory">
+<em class="property"><span class="pre">property</span> </em><span class="sig-name descname"><span class="pre">complete_trajectory</span></span><em class="property"><span class="pre">:</span> <span class="pre">numpy.ndarray</span></em><a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.trajectory.Trajectory.complete_trajectory" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.PyCTBN.structure_graph.trajectory.Trajectory.size">
-<code class="sig-name descname">size</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.trajectory.Trajectory.size" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.structure_graph.trajectory.Trajectory.size">
+<span class="sig-name descname"><span class="pre">size</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.trajectory.Trajectory.size" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
 
-<dl class="py method">
-<dt id="PyCTBN.PyCTBN.structure_graph.trajectory.Trajectory.times">
-<em class="property">property </em><code class="sig-name descname">times</code><a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.trajectory.Trajectory.times" title="Permalink to this definition">¶</a></dt>
+<dl class="py property">
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.structure_graph.trajectory.Trajectory.times">
+<em class="property"><span class="pre">property</span> </em><span class="sig-name descname"><span class="pre">times</span></span><a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.trajectory.Trajectory.times" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
 
-<dl class="py method">
-<dt id="PyCTBN.PyCTBN.structure_graph.trajectory.Trajectory.trajectory">
-<em class="property">property </em><code class="sig-name descname">trajectory</code><a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.trajectory.Trajectory.trajectory" title="Permalink to this definition">¶</a></dt>
+<dl class="py property">
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.structure_graph.trajectory.Trajectory.trajectory">
+<em class="property"><span class="pre">property</span> </em><span class="sig-name descname"><span class="pre">trajectory</span></span><em class="property"><span class="pre">:</span> <span class="pre">numpy.ndarray</span></em><a class="headerlink" href="#PyCTBN.PyCTBN.structure_graph.trajectory.Trajectory.trajectory" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
 
 </dd></dl>
 
+
 </section>
 <section id="module-PyCTBN.PyCTBN.structure_graph">
+
 <span id="module-contents"></span><h2>Module contents<a class="headerlink" href="#module-PyCTBN.PyCTBN.structure_graph" title="Permalink to this headline">¶</a></h2>
 </section>
 </section>
@@ -823,6 +906,9 @@ The class member <code class="docutils literal notranslate"><span class="pre">_t
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
         };
+    </script>
+    <script type="text/javascript" src="_static/documentation_options.js">
+
     </script>
     <script type="text/javascript" src="_static/jquery.js">
 
@@ -833,9 +919,6 @@ The class member <code class="docutils literal notranslate"><span class="pre">_t
     <script type="text/javascript" src="_static/doctools.js">
 
     </script>
-    <script type="text/javascript" src="_static/language_data.js">
-
-    </script>
 
   
 
diff --git a/docs/PyCTBN.PyCTBN.utility.html b/docs/PyCTBN.PyCTBN.utility.html
index 50c6ce2..05eaa8e 100644
--- a/docs/PyCTBN.PyCTBN.utility.html
+++ b/docs/PyCTBN.PyCTBN.utility.html
@@ -19,6 +19,10 @@
     <link rel="stylesheet" href="_static/css/pdj.css" type="text/css" />
 
   
+    <link rel="stylesheet" href="_static/pygments.css" type="text/css" />
+  
+    <link rel="stylesheet" href="_static/css/pdj.css" type="text/css" />
+  
 
   
 
@@ -119,12 +123,14 @@
 <h1>PyCTBN.PyCTBN.utility package<a class="headerlink" href="#pyctbn-pyctbn-utility-package" title="Permalink to this headline">¶</a></h1>
 <section id="submodules">
 <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this headline">¶</a></h2>
+
 </section>
 <section id="module-PyCTBN.PyCTBN.utility.abstract_importer">
+
 <span id="pyctbn-pyctbn-utility-abstract-importer-module"></span><h2>PyCTBN.PyCTBN.utility.abstract_importer module<a class="headerlink" href="#module-PyCTBN.PyCTBN.utility.abstract_importer" title="Permalink to this headline">¶</a></h2>
 <dl class="py class">
-<dt id="PyCTBN.PyCTBN.utility.abstract_importer.AbstractImporter">
-<em class="property">class </em><code class="sig-prename descclassname">PyCTBN.PyCTBN.utility.abstract_importer.</code><code class="sig-name descname">AbstractImporter</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">file_path</span><span class="p">:</span> <span class="n">str</span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">trajectory_list</span><span class="p">:</span> <span class="n">Union<span class="p">[</span>pandas.core.frame.DataFrame<span class="p">, </span>numpy.ndarray<span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">variables</span><span class="p">:</span> <span class="n">pandas.core.frame.DataFrame</span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">prior_net_structure</span><span class="p">:</span> <span class="n">pandas.core.frame.DataFrame</span> <span class="o">=</span> <span class="default_value">None</span></em><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.PyCTBN.utility.abstract_importer.AbstractImporter" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.utility.abstract_importer.AbstractImporter">
+<em class="property"><span class="pre">class</span> </em><span class="sig-prename descclassname"><span class="pre">PyCTBN.PyCTBN.utility.abstract_importer.</span></span><span class="sig-name descname"><span class="pre">AbstractImporter</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">file_path</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">Optional</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">]</span></span></span> <span class="o"><span class="pre">=</span></span> <span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">trajectory_list</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">Optional</span><span class="p"><span class="pre">[</span></span><span class="pre">Union</span><span class="p"><span class="pre">[</span></span><span class="pre">pandas.core.frame.DataFrame</span><span class="p"><span class="pre">,</span> </span><span class="pre">numpy.ndarray</span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">]</span></span></span> <span class="o"><span class="pre">=</span></span> <span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">variables</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">Optional</span><span class="p"><span class="pre">[</span></span><span class="pre">pandas.core.frame.DataFrame</span><span class="p"><span class="pre">]</span></span></span> <span class="o"><span class="pre">=</span></span> <span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">prior_net_structure</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">Optional</span><span class="p"><span class="pre">[</span></span><span class="pre">pandas.core.frame.DataFrame</span><span class="p"><span class="pre">]</span></span></span> <span class="o"><span class="pre">=</span></span> <span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.PyCTBN.utility.abstract_importer.AbstractImporter" title="Permalink to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">abc.ABC</span></code></p>
 <p>Abstract class that exposes all the necessary methods to process the trajectories and the net structure.</p>
 <dl class="field-list simple">
@@ -155,8 +161,8 @@ See the tutorial on how to construct a correct <code class="docutils literal not
 <p>See :class:<code class="docutils literal notranslate"><span class="pre">JsonImporter</span></code> for an example implementation</p>
 </div>
 <dl class="py method">
-<dt id="PyCTBN.PyCTBN.utility.abstract_importer.AbstractImporter.build_list_of_samples_array">
-<code class="sig-name descname">build_list_of_samples_array</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">concatenated_sample</span><span class="p">:</span> <span class="n">pandas.core.frame.DataFrame</span></em><span class="sig-paren">)</span> &#x2192; List<a class="headerlink" href="#PyCTBN.PyCTBN.utility.abstract_importer.AbstractImporter.build_list_of_samples_array" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.utility.abstract_importer.AbstractImporter.build_list_of_samples_array">
+<span class="sig-name descname"><span class="pre">build_list_of_samples_array</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">concatenated_sample</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">pandas.core.frame.DataFrame</span></span></em><span class="sig-paren">)</span> &#x2192; <span class="pre">List</span><a class="headerlink" href="#PyCTBN.PyCTBN.utility.abstract_importer.AbstractImporter.build_list_of_samples_array" title="Permalink to this definition">¶</a></dt>
 <dd><p>Builds a List containing the the delta times numpy array, and the complete transitions matrix</p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters</dt>
@@ -173,8 +179,8 @@ and converted</p>
 </dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.PyCTBN.utility.abstract_importer.AbstractImporter.build_sorter">
-<em class="property">abstract </em><code class="sig-name descname">build_sorter</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">trajecory_header</span><span class="p">:</span> <span class="n">object</span></em><span class="sig-paren">)</span> &#x2192; List<a class="headerlink" href="#PyCTBN.PyCTBN.utility.abstract_importer.AbstractImporter.build_sorter" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.utility.abstract_importer.AbstractImporter.build_sorter">
+<em class="property"><span class="pre">abstract</span> </em><span class="sig-name descname"><span class="pre">build_sorter</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">trajecory_header</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">object</span></span></em><span class="sig-paren">)</span> &#x2192; <span class="pre">List</span><a class="headerlink" href="#PyCTBN.PyCTBN.utility.abstract_importer.AbstractImporter.build_sorter" title="Permalink to this definition">¶</a></dt>
 <dd><p>Initializes the <code class="docutils literal notranslate"><span class="pre">_sorter</span></code> class member from a trajectory dataframe, exctracting the header of the frame
 and keeping ONLY the variables symbolic labels, cutting out the time label in the header.</p>
 <dl class="field-list simple">
@@ -191,14 +197,14 @@ and keeping ONLY the variables symbolic labels, cutting out the time label in th
 </dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.PyCTBN.utility.abstract_importer.AbstractImporter.clear_concatenated_frame">
-<code class="sig-name descname">clear_concatenated_frame</code><span class="sig-paren">(</span><span class="sig-paren">)</span> &#x2192; None<a class="headerlink" href="#PyCTBN.PyCTBN.utility.abstract_importer.AbstractImporter.clear_concatenated_frame" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.utility.abstract_importer.AbstractImporter.clear_concatenated_frame">
+<span class="sig-name descname"><span class="pre">clear_concatenated_frame</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> &#x2192; <span class="pre">None</span><a class="headerlink" href="#PyCTBN.PyCTBN.utility.abstract_importer.AbstractImporter.clear_concatenated_frame" title="Permalink to this definition">¶</a></dt>
 <dd><p>Removes all values in the dataframe concatenated_samples.</p>
 </dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.PyCTBN.utility.abstract_importer.AbstractImporter.compute_row_delta_in_all_samples_frames">
-<code class="sig-name descname">compute_row_delta_in_all_samples_frames</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">df_samples_list</span><span class="p">:</span> <span class="n">List</span></em><span class="sig-paren">)</span> &#x2192; None<a class="headerlink" href="#PyCTBN.PyCTBN.utility.abstract_importer.AbstractImporter.compute_row_delta_in_all_samples_frames" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.utility.abstract_importer.AbstractImporter.compute_row_delta_in_all_samples_frames">
+<span class="sig-name descname"><span class="pre">compute_row_delta_in_all_samples_frames</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">df_samples_list</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">List</span></span></em><span class="sig-paren">)</span> &#x2192; <span class="pre">None</span><a class="headerlink" href="#PyCTBN.PyCTBN.utility.abstract_importer.AbstractImporter.compute_row_delta_in_all_samples_frames" title="Permalink to this definition">¶</a></dt>
 <dd><p>Calls the method <code class="docutils literal notranslate"><span class="pre">compute_row_delta_sigle_samples_frame</span></code> on every dataframe present in the list
 <code class="docutils literal notranslate"><span class="pre">df_samples_list</span></code>.
 Concatenates the result in the dataframe <code class="docutils literal notranslate"><span class="pre">concatanated_samples</span></code></p>
@@ -221,8 +227,8 @@ and merged trajectories</p>
 </dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.PyCTBN.utility.abstract_importer.AbstractImporter.compute_row_delta_sigle_samples_frame">
-<code class="sig-name descname">compute_row_delta_sigle_samples_frame</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">sample_frame</span><span class="p">:</span> <span class="n">pandas.core.frame.DataFrame</span></em>, <em class="sig-param"><span class="n">columns_header</span><span class="p">:</span> <span class="n">List</span></em>, <em class="sig-param"><span class="n">shifted_cols_header</span><span class="p">:</span> <span class="n">List</span></em><span class="sig-paren">)</span> &#x2192; pandas.core.frame.DataFrame<a class="headerlink" href="#PyCTBN.PyCTBN.utility.abstract_importer.AbstractImporter.compute_row_delta_sigle_samples_frame" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.utility.abstract_importer.AbstractImporter.compute_row_delta_sigle_samples_frame">
+<span class="sig-name descname"><span class="pre">compute_row_delta_sigle_samples_frame</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">sample_frame</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">pandas.core.frame.DataFrame</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">columns_header</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">List</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">shifted_cols_header</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">List</span></span></em><span class="sig-paren">)</span> &#x2192; <span class="pre">pandas.core.frame.DataFrame</span><a class="headerlink" href="#PyCTBN.PyCTBN.utility.abstract_importer.AbstractImporter.compute_row_delta_sigle_samples_frame" title="Permalink to this definition">¶</a></dt>
 <dd><p>Computes the difference between each value present in th time column.
 Copies and shift by one position up all the values present in the remaining columns.</p>
 <dl class="field-list simple">
@@ -247,36 +253,36 @@ Header of sample_frame = [Time | Variable values]</p>
 </div>
 </dd></dl>
 
-<dl class="py method">
-<dt id="PyCTBN.PyCTBN.utility.abstract_importer.AbstractImporter.concatenated_samples">
-<em class="property">property </em><code class="sig-name descname">concatenated_samples</code><a class="headerlink" href="#PyCTBN.PyCTBN.utility.abstract_importer.AbstractImporter.concatenated_samples" title="Permalink to this definition">¶</a></dt>
+<dl class="py property">
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.utility.abstract_importer.AbstractImporter.concatenated_samples">
+<em class="property"><span class="pre">property</span> </em><span class="sig-name descname"><span class="pre">concatenated_samples</span></span><em class="property"><span class="pre">:</span> <span class="pre">pandas.core.frame.DataFrame</span></em><a class="headerlink" href="#PyCTBN.PyCTBN.utility.abstract_importer.AbstractImporter.concatenated_samples" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.PyCTBN.utility.abstract_importer.AbstractImporter.dataset_id">
-<em class="property">abstract </em><code class="sig-name descname">dataset_id</code><span class="sig-paren">(</span><span class="sig-paren">)</span> &#x2192; object<a class="headerlink" href="#PyCTBN.PyCTBN.utility.abstract_importer.AbstractImporter.dataset_id" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.utility.abstract_importer.AbstractImporter.dataset_id">
+<em class="property"><span class="pre">abstract</span> </em><span class="sig-name descname"><span class="pre">dataset_id</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> &#x2192; <span class="pre">object</span><a class="headerlink" href="#PyCTBN.PyCTBN.utility.abstract_importer.AbstractImporter.dataset_id" title="Permalink to this definition">¶</a></dt>
 <dd><p>If the original dataset contains multiple dataset, this method returns a unique id to identify the current
 dataset</p>
 </dd></dl>
 
-<dl class="py method">
-<dt id="PyCTBN.PyCTBN.utility.abstract_importer.AbstractImporter.file_path">
-<em class="property">property </em><code class="sig-name descname">file_path</code><a class="headerlink" href="#PyCTBN.PyCTBN.utility.abstract_importer.AbstractImporter.file_path" title="Permalink to this definition">¶</a></dt>
+<dl class="py property">
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.utility.abstract_importer.AbstractImporter.file_path">
+<em class="property"><span class="pre">property</span> </em><span class="sig-name descname"><span class="pre">file_path</span></span><em class="property"><span class="pre">:</span> <span class="pre">str</span></em><a class="headerlink" href="#PyCTBN.PyCTBN.utility.abstract_importer.AbstractImporter.file_path" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
 
-<dl class="py method">
-<dt id="PyCTBN.PyCTBN.utility.abstract_importer.AbstractImporter.sorter">
-<em class="property">property </em><code class="sig-name descname">sorter</code><a class="headerlink" href="#PyCTBN.PyCTBN.utility.abstract_importer.AbstractImporter.sorter" title="Permalink to this definition">¶</a></dt>
+<dl class="py property">
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.utility.abstract_importer.AbstractImporter.sorter">
+<em class="property"><span class="pre">property</span> </em><span class="sig-name descname"><span class="pre">sorter</span></span><em class="property"><span class="pre">:</span> <span class="pre">List</span></em><a class="headerlink" href="#PyCTBN.PyCTBN.utility.abstract_importer.AbstractImporter.sorter" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
 
-<dl class="py method">
-<dt id="PyCTBN.PyCTBN.utility.abstract_importer.AbstractImporter.structure">
-<em class="property">property </em><code class="sig-name descname">structure</code><a class="headerlink" href="#PyCTBN.PyCTBN.utility.abstract_importer.AbstractImporter.structure" title="Permalink to this definition">¶</a></dt>
+<dl class="py property">
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.utility.abstract_importer.AbstractImporter.structure">
+<em class="property"><span class="pre">property</span> </em><span class="sig-name descname"><span class="pre">structure</span></span><em class="property"><span class="pre">:</span> <span class="pre">pandas.core.frame.DataFrame</span></em><a class="headerlink" href="#PyCTBN.PyCTBN.utility.abstract_importer.AbstractImporter.structure" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
 
-<dl class="py method">
-<dt id="PyCTBN.PyCTBN.utility.abstract_importer.AbstractImporter.variables">
-<em class="property">property </em><code class="sig-name descname">variables</code><a class="headerlink" href="#PyCTBN.PyCTBN.utility.abstract_importer.AbstractImporter.variables" title="Permalink to this definition">¶</a></dt>
+<dl class="py property">
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.utility.abstract_importer.AbstractImporter.variables">
+<em class="property"><span class="pre">property</span> </em><span class="sig-name descname"><span class="pre">variables</span></span><em class="property"><span class="pre">:</span> <span class="pre">pandas.core.frame.DataFrame</span></em><a class="headerlink" href="#PyCTBN.PyCTBN.utility.abstract_importer.AbstractImporter.variables" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
 
 </dd></dl>
@@ -285,8 +291,8 @@ dataset</p>
 <section id="module-PyCTBN.PyCTBN.utility.cache">
 <span id="pyctbn-pyctbn-utility-cache-module"></span><h2>PyCTBN.PyCTBN.utility.cache module<a class="headerlink" href="#module-PyCTBN.PyCTBN.utility.cache" title="Permalink to this headline">¶</a></h2>
 <dl class="py class">
-<dt id="PyCTBN.PyCTBN.utility.cache.Cache">
-<em class="property">class </em><code class="sig-prename descclassname">PyCTBN.PyCTBN.utility.cache.</code><code class="sig-name descname">Cache</code><a class="headerlink" href="#PyCTBN.PyCTBN.utility.cache.Cache" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.utility.cache.Cache">
+<em class="property"><span class="pre">class</span> </em><span class="sig-prename descclassname"><span class="pre">PyCTBN.PyCTBN.utility.cache.</span></span><span class="sig-name descname"><span class="pre">Cache</span></span><a class="headerlink" href="#PyCTBN.PyCTBN.utility.cache.Cache" title="Permalink to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">object</span></code></p>
 <p>This class acts as a cache of <code class="docutils literal notranslate"><span class="pre">SetOfCims</span></code> objects for a node.</p>
 <dl class="field-list simple">
@@ -299,14 +305,14 @@ index is related</p>
 </dd>
 </dl>
 <dl class="py method">
-<dt id="PyCTBN.PyCTBN.utility.cache.Cache.clear">
-<code class="sig-name descname">clear</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.PyCTBN.utility.cache.Cache.clear" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.utility.cache.Cache.clear">
+<span class="sig-name descname"><span class="pre">clear</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.PyCTBN.utility.cache.Cache.clear" title="Permalink to this definition">¶</a></dt>
 <dd><p>Clear the contents both of <code class="docutils literal notranslate"><span class="pre">__actual_cache</span></code> and <code class="docutils literal notranslate"><span class="pre">__list_of_sets_of_parents</span></code>.</p>
 </dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.PyCTBN.utility.cache.Cache.find">
-<code class="sig-name descname">find</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">parents_comb</span><span class="p">:</span> <span class="n">Set</span></em><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.PyCTBN.utility.cache.Cache.find" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.utility.cache.Cache.find">
+<span class="sig-name descname"><span class="pre">find</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">parents_comb</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">Set</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.PyCTBN.utility.cache.Cache.find" title="Permalink to this definition">¶</a></dt>
 <dd><p>Tries to find in cache given the symbolic parents combination <code class="docutils literal notranslate"><span class="pre">parents_comb</span></code> the <code class="docutils literal notranslate"><span class="pre">SetOfCims</span></code>
 related to that <code class="docutils literal notranslate"><span class="pre">parents_comb</span></code>.</p>
 <dl class="field-list simple">
@@ -324,8 +330,8 @@ None otherwise.</p>
 </dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.PyCTBN.utility.cache.Cache.put">
-<code class="sig-name descname">put</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">parents_comb</span><span class="p">:</span> <span class="n">Set</span></em>, <em class="sig-param"><span class="n">socim</span><span class="p">:</span> <span class="n"><a class="reference internal" href="PyCTBN.PyCTBN.structure_graph.html#PyCTBN.PyCTBN.structure_graph.set_of_cims.SetOfCims" title="PyCTBN.PyCTBN.structure_graph.set_of_cims.SetOfCims">PyCTBN.PyCTBN.structure_graph.set_of_cims.SetOfCims</a></span></em><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.PyCTBN.utility.cache.Cache.put" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.utility.cache.Cache.put">
+<span class="sig-name descname"><span class="pre">put</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">parents_comb</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">Set</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">socim</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><a class="reference internal" href="PyCTBN.PyCTBN.structure_graph.html#PyCTBN.PyCTBN.structure_graph.set_of_cims.SetOfCims" title="PyCTBN.PyCTBN.structure_graph.set_of_cims.SetOfCims"><span class="pre">PyCTBN.PyCTBN.structure_graph.set_of_cims.SetOfCims</span></a></span></em><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.PyCTBN.utility.cache.Cache.put" title="Permalink to this definition">¶</a></dt>
 <dd><p>Place in cache the <code class="docutils literal notranslate"><span class="pre">SetOfCims</span></code> object, and the related symbolic index <code class="docutils literal notranslate"><span class="pre">parents_comb</span></code> in
 <code class="docutils literal notranslate"><span class="pre">__list_of_sets_of_parents</span></code>.</p>
 <dl class="field-list simple">
@@ -340,12 +346,14 @@ None otherwise.</p>
 
 </dd></dl>
 
+
 </section>
 <section id="module-PyCTBN.PyCTBN.utility.json_importer">
+
 <span id="pyctbn-pyctbn-utility-json-importer-module"></span><h2>PyCTBN.PyCTBN.utility.json_importer module<a class="headerlink" href="#module-PyCTBN.PyCTBN.utility.json_importer" title="Permalink to this headline">¶</a></h2>
 <dl class="py class">
-<dt id="PyCTBN.PyCTBN.utility.json_importer.JsonImporter">
-<em class="property">class </em><code class="sig-prename descclassname">PyCTBN.PyCTBN.utility.json_importer.</code><code class="sig-name descname">JsonImporter</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">file_path</span><span class="p">:</span> <span class="n">str</span></em>, <em class="sig-param"><span class="n">samples_label</span><span class="p">:</span> <span class="n">str</span></em>, <em class="sig-param"><span class="n">structure_label</span><span class="p">:</span> <span class="n">str</span></em>, <em class="sig-param"><span class="n">variables_label</span><span class="p">:</span> <span class="n">str</span></em>, <em class="sig-param"><span class="n">time_key</span><span class="p">:</span> <span class="n">str</span></em>, <em class="sig-param"><span class="n">variables_key</span><span class="p">:</span> <span class="n">str</span></em><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.PyCTBN.utility.json_importer.JsonImporter" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.utility.json_importer.JsonImporter">
+<em class="property"><span class="pre">class</span> </em><span class="sig-prename descclassname"><span class="pre">PyCTBN.PyCTBN.utility.json_importer.</span></span><span class="sig-name descname"><span class="pre">JsonImporter</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">file_path</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">str</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">samples_label</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">str</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">structure_label</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">str</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">variables_label</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">str</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">time_key</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">str</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">variables_key</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">str</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">cims_label</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">Optional</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">]</span></span></span> <span class="o"><span class="pre">=</span></span> <span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.PyCTBN.utility.json_importer.JsonImporter" title="Permalink to this definition">¶</a></dt>
 <dd><p>Bases: <a class="reference internal" href="#PyCTBN.PyCTBN.utility.abstract_importer.AbstractImporter" title="PyCTBN.PyCTBN.utility.abstract_importer.AbstractImporter"><code class="xref py py-class docutils literal notranslate"><span class="pre">PyCTBN.PyCTBN.utility.abstract_importer.AbstractImporter</span></code></a></p>
 <p>Implements the abstracts methods of AbstractImporter and adds all the necessary methods to process and prepare
 the data in json extension.</p>
@@ -371,27 +379,29 @@ the data in json extension.</p>
 </dd>
 </dl>
 <dl class="py method">
-<dt id="PyCTBN.PyCTBN.utility.json_importer.JsonImporter.build_sorter">
-<code class="sig-name descname">build_sorter</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">sample_frame</span><span class="p">:</span> <span class="n">pandas.core.frame.DataFrame</span></em><span class="sig-paren">)</span> &#x2192; List<a class="headerlink" href="#PyCTBN.PyCTBN.utility.json_importer.JsonImporter.build_sorter" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.utility.json_importer.JsonImporter.build_sorter">
+<span class="sig-name descname"><span class="pre">build_sorter</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">sample_frame</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">pandas.core.frame.DataFrame</span></span></em><span class="sig-paren">)</span> &#x2192; <span class="pre">List</span><a class="headerlink" href="#PyCTBN.PyCTBN.utility.json_importer.JsonImporter.build_sorter" title="Permalink to this definition">¶</a></dt>
 <dd><p>Implements the abstract method build_sorter of the <code class="xref py py-class docutils literal notranslate"><span class="pre">AbstractImporter</span></code> for this dataset.</p>
 </dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.PyCTBN.utility.json_importer.JsonImporter.clear_data_frame_list">
-<code class="sig-name descname">clear_data_frame_list</code><span class="sig-paren">(</span><span class="sig-paren">)</span> &#x2192; None<a class="headerlink" href="#PyCTBN.PyCTBN.utility.json_importer.JsonImporter.clear_data_frame_list" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.utility.json_importer.JsonImporter.clear_data_frame_list">
+<span class="sig-name descname"><span class="pre">clear_data_frame_list</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> &#x2192; <span class="pre">None</span><a class="headerlink" href="#PyCTBN.PyCTBN.utility.json_importer.JsonImporter.clear_data_frame_list" title="Permalink to this definition">¶</a></dt>
 <dd><p>Removes all values present in the dataframes in the list <code class="docutils literal notranslate"><span class="pre">_df_samples_list</span></code>.</p>
 </dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.PyCTBN.utility.json_importer.JsonImporter.dataset_id">
-<code class="sig-name descname">dataset_id</code><span class="sig-paren">(</span><span class="sig-paren">)</span> &#x2192; object<a class="headerlink" href="#PyCTBN.PyCTBN.utility.json_importer.JsonImporter.dataset_id" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.utility.json_importer.JsonImporter.dataset_id">
+<span class="sig-name descname"><span class="pre">dataset_id</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> &#x2192; <span class="pre">object</span><a class="headerlink" href="#PyCTBN.PyCTBN.utility.json_importer.JsonImporter.dataset_id" title="Permalink to this definition">¶</a></dt>
 <dd><p>If the original dataset contains multiple dataset, this method returns a unique id to identify the current
 dataset</p>
 </dd></dl>
 
 <dl class="py method">
+
 <dt id="PyCTBN.PyCTBN.utility.json_importer.JsonImporter.import_data">
 <code class="sig-name descname">import_data</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">indx</span><span class="p">:</span> <span class="n">int</span> <span class="o">=</span> <span class="default_value">0</span></em><span class="sig-paren">)</span> &#x2192; None<a class="headerlink" href="#PyCTBN.PyCTBN.utility.json_importer.JsonImporter.import_data" title="Permalink to this definition">¶</a></dt>
+
 <dd><p>Implements the abstract method of <code class="xref py py-class docutils literal notranslate"><span class="pre">AbstractImporter</span></code>.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters</dt>
@@ -401,8 +411,8 @@ dataset</p>
 </dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.PyCTBN.utility.json_importer.JsonImporter.import_sampled_cims">
-<code class="sig-name descname">import_sampled_cims</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">raw_data</span><span class="p">:</span> <span class="n">List</span></em>, <em class="sig-param"><span class="n">indx</span><span class="p">:</span> <span class="n">int</span></em>, <em class="sig-param"><span class="n">cims_key</span><span class="p">:</span> <span class="n">str</span></em><span class="sig-paren">)</span> &#x2192; Dict<a class="headerlink" href="#PyCTBN.PyCTBN.utility.json_importer.JsonImporter.import_sampled_cims" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.utility.json_importer.JsonImporter.import_sampled_cims">
+<span class="sig-name descname"><span class="pre">import_sampled_cims</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">raw_data</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">List</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">indx</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">int</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">cims_key</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">str</span></span></em><span class="sig-paren">)</span> &#x2192; <span class="pre">Dict</span><a class="headerlink" href="#PyCTBN.PyCTBN.utility.json_importer.JsonImporter.import_sampled_cims" title="Permalink to this definition">¶</a></dt>
 <dd><p>Imports the synthetic CIMS in the dataset in a dictionary, using variables labels
 as keys for the set of CIMS of a particular node.</p>
 <dl class="field-list simple">
@@ -423,8 +433,8 @@ as keys for the set of CIMS of a particular node.</p>
 </dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.PyCTBN.utility.json_importer.JsonImporter.import_structure">
-<code class="sig-name descname">import_structure</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">raw_data</span><span class="p">:</span> <span class="n">List</span></em><span class="sig-paren">)</span> &#x2192; pandas.core.frame.DataFrame<a class="headerlink" href="#PyCTBN.PyCTBN.utility.json_importer.JsonImporter.import_structure" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.utility.json_importer.JsonImporter.import_structure">
+<span class="sig-name descname"><span class="pre">import_structure</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">raw_data</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">List</span></span></em><span class="sig-paren">)</span> &#x2192; <span class="pre">pandas.core.frame.DataFrame</span><a class="headerlink" href="#PyCTBN.PyCTBN.utility.json_importer.JsonImporter.import_structure" title="Permalink to this definition">¶</a></dt>
 <dd><p>Imports in a dataframe the data in the list raw_data at the key <code class="docutils literal notranslate"><span class="pre">_structure_label</span></code></p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters</dt>
@@ -440,8 +450,8 @@ as keys for the set of CIMS of a particular node.</p>
 </dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.PyCTBN.utility.json_importer.JsonImporter.import_trajectories">
-<code class="sig-name descname">import_trajectories</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">raw_data</span><span class="p">:</span> <span class="n">List</span></em><span class="sig-paren">)</span> &#x2192; List<a class="headerlink" href="#PyCTBN.PyCTBN.utility.json_importer.JsonImporter.import_trajectories" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.utility.json_importer.JsonImporter.import_trajectories">
+<span class="sig-name descname"><span class="pre">import_trajectories</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">raw_data</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">List</span></span></em><span class="sig-paren">)</span> &#x2192; <span class="pre">List</span><a class="headerlink" href="#PyCTBN.PyCTBN.utility.json_importer.JsonImporter.import_trajectories" title="Permalink to this definition">¶</a></dt>
 <dd><p>Imports the trajectories from the list of dicts <code class="docutils literal notranslate"><span class="pre">raw_data</span></code>.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters</dt>
@@ -457,8 +467,8 @@ as keys for the set of CIMS of a particular node.</p>
 </dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.PyCTBN.utility.json_importer.JsonImporter.import_variables">
-<code class="sig-name descname">import_variables</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">raw_data</span><span class="p">:</span> <span class="n">List</span></em><span class="sig-paren">)</span> &#x2192; pandas.core.frame.DataFrame<a class="headerlink" href="#PyCTBN.PyCTBN.utility.json_importer.JsonImporter.import_variables" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.utility.json_importer.JsonImporter.import_variables">
+<span class="sig-name descname"><span class="pre">import_variables</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">raw_data</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">List</span></span></em><span class="sig-paren">)</span> &#x2192; <span class="pre">pandas.core.frame.DataFrame</span><a class="headerlink" href="#PyCTBN.PyCTBN.utility.json_importer.JsonImporter.import_variables" title="Permalink to this definition">¶</a></dt>
 <dd><p>Imports the data in <code class="docutils literal notranslate"><span class="pre">raw_data</span></code> at the key <code class="docutils literal notranslate"><span class="pre">_variables_label</span></code>.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters</dt>
@@ -474,8 +484,8 @@ as keys for the set of CIMS of a particular node.</p>
 </dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.PyCTBN.utility.json_importer.JsonImporter.normalize_trajectories">
-<code class="sig-name descname">normalize_trajectories</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">raw_data</span><span class="p">:</span> <span class="n">List</span></em>, <em class="sig-param"><span class="n">indx</span><span class="p">:</span> <span class="n">int</span></em>, <em class="sig-param"><span class="n">trajectories_key</span><span class="p">:</span> <span class="n">str</span></em><span class="sig-paren">)</span> &#x2192; List<a class="headerlink" href="#PyCTBN.PyCTBN.utility.json_importer.JsonImporter.normalize_trajectories" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.utility.json_importer.JsonImporter.normalize_trajectories">
+<span class="sig-name descname"><span class="pre">normalize_trajectories</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">raw_data</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">List</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">indx</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">int</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">trajectories_key</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">str</span></span></em><span class="sig-paren">)</span> &#x2192; <span class="pre">List</span><a class="headerlink" href="#PyCTBN.PyCTBN.utility.json_importer.JsonImporter.normalize_trajectories" title="Permalink to this definition">¶</a></dt>
 <dd><p>Extracts the trajectories in <code class="docutils literal notranslate"><span class="pre">raw_data</span></code> at the index <code class="docutils literal notranslate"><span class="pre">index</span></code> at the key <code class="docutils literal notranslate"><span class="pre">trajectories</span> <span class="pre">key</span></code>.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters</dt>
@@ -495,8 +505,8 @@ as keys for the set of CIMS of a particular node.</p>
 </dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.PyCTBN.utility.json_importer.JsonImporter.one_level_normalizing">
-<code class="sig-name descname">one_level_normalizing</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">raw_data</span><span class="p">:</span> <span class="n">List</span></em>, <em class="sig-param"><span class="n">indx</span><span class="p">:</span> <span class="n">int</span></em>, <em class="sig-param"><span class="n">key</span><span class="p">:</span> <span class="n">str</span></em><span class="sig-paren">)</span> &#x2192; pandas.core.frame.DataFrame<a class="headerlink" href="#PyCTBN.PyCTBN.utility.json_importer.JsonImporter.one_level_normalizing" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.utility.json_importer.JsonImporter.one_level_normalizing">
+<span class="sig-name descname"><span class="pre">one_level_normalizing</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">raw_data</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">List</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">indx</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">int</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">key</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">str</span></span></em><span class="sig-paren">)</span> &#x2192; <span class="pre">pandas.core.frame.DataFrame</span><a class="headerlink" href="#PyCTBN.PyCTBN.utility.json_importer.JsonImporter.one_level_normalizing" title="Permalink to this definition">¶</a></dt>
 <dd><p>Extracts the one-level nested data in the list <code class="docutils literal notranslate"><span class="pre">raw_data</span></code> at the index <code class="docutils literal notranslate"><span class="pre">indx</span></code> at the key <code class="docutils literal notranslate"><span class="pre">key</span></code>.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters</dt>
@@ -516,8 +526,8 @@ as keys for the set of CIMS of a particular node.</p>
 </dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.PyCTBN.utility.json_importer.JsonImporter.read_json_file">
-<code class="sig-name descname">read_json_file</code><span class="sig-paren">(</span><span class="sig-paren">)</span> &#x2192; List<a class="headerlink" href="#PyCTBN.PyCTBN.utility.json_importer.JsonImporter.read_json_file" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.utility.json_importer.JsonImporter.read_json_file">
+<span class="sig-name descname"><span class="pre">read_json_file</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> &#x2192; <span class="pre">List</span><a class="headerlink" href="#PyCTBN.PyCTBN.utility.json_importer.JsonImporter.read_json_file" title="Permalink to this definition">¶</a></dt>
 <dd><p>Reads the JSON file in the path self.filePath.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Returns</dt>
@@ -535,8 +545,8 @@ as keys for the set of CIMS of a particular node.</p>
 <section id="module-PyCTBN.PyCTBN.utility.sample_importer">
 <span id="pyctbn-pyctbn-utility-sample-importer-module"></span><h2>PyCTBN.PyCTBN.utility.sample_importer module<a class="headerlink" href="#module-PyCTBN.PyCTBN.utility.sample_importer" title="Permalink to this headline">¶</a></h2>
 <dl class="py class">
-<dt id="PyCTBN.PyCTBN.utility.sample_importer.SampleImporter">
-<em class="property">class </em><code class="sig-prename descclassname">PyCTBN.PyCTBN.utility.sample_importer.</code><code class="sig-name descname">SampleImporter</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">trajectory_list</span><span class="p">:</span> <span class="n">Union<span class="p">[</span>pandas.core.frame.DataFrame<span class="p">, </span>numpy.ndarray<span class="p">, </span>List<span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">variables</span><span class="p">:</span> <span class="n">Union<span class="p">[</span>pandas.core.frame.DataFrame<span class="p">, </span>numpy.ndarray<span class="p">, </span>List<span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">prior_net_structure</span><span class="p">:</span> <span class="n">Union<span class="p">[</span>pandas.core.frame.DataFrame<span class="p">, </span>numpy.ndarray<span class="p">, </span>List<span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.PyCTBN.utility.sample_importer.SampleImporter" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.utility.sample_importer.SampleImporter">
+<em class="property"><span class="pre">class</span> </em><span class="sig-prename descclassname"><span class="pre">PyCTBN.PyCTBN.utility.sample_importer.</span></span><span class="sig-name descname"><span class="pre">SampleImporter</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">trajectory_list</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">Optional</span><span class="p"><span class="pre">[</span></span><span class="pre">Union</span><span class="p"><span class="pre">[</span></span><span class="pre">pandas.core.frame.DataFrame</span><span class="p"><span class="pre">,</span> </span><span class="pre">numpy.ndarray</span><span class="p"><span class="pre">,</span> </span><span class="pre">List</span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">]</span></span></span> <span class="o"><span class="pre">=</span></span> <span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">variables</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">Optional</span><span class="p"><span class="pre">[</span></span><span class="pre">Union</span><span class="p"><span class="pre">[</span></span><span class="pre">pandas.core.frame.DataFrame</span><span class="p"><span class="pre">,</span> </span><span class="pre">numpy.ndarray</span><span class="p"><span class="pre">,</span> </span><span class="pre">List</span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">]</span></span></span> <span class="o"><span class="pre">=</span></span> <span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">prior_net_structure</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">Optional</span><span class="p"><span class="pre">[</span></span><span class="pre">Union</span><span class="p"><span class="pre">[</span></span><span class="pre">pandas.core.frame.DataFrame</span><span class="p"><span class="pre">,</span> </span><span class="pre">numpy.ndarray</span><span class="p"><span class="pre">,</span> </span><span class="pre">List</span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">]</span></span></span> <span class="o"><span class="pre">=</span></span> <span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.PyCTBN.utility.sample_importer.SampleImporter" title="Permalink to this definition">¶</a></dt>
 <dd><p>Bases: <a class="reference internal" href="#PyCTBN.PyCTBN.utility.abstract_importer.AbstractImporter" title="PyCTBN.PyCTBN.utility.abstract_importer.AbstractImporter"><code class="xref py py-class docutils literal notranslate"><span class="pre">PyCTBN.PyCTBN.utility.abstract_importer.AbstractImporter</span></code></a></p>
 <p>Implements the abstracts methods of AbstractImporter and adds all the necessary methods to process and prepare
 the data loaded directly by using DataFrame</p>
@@ -556,21 +566,21 @@ the data loaded directly by using DataFrame</p>
 </dd>
 </dl>
 <dl class="py method">
-<dt id="PyCTBN.PyCTBN.utility.sample_importer.SampleImporter.build_sorter">
-<code class="sig-name descname">build_sorter</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">sample_frame</span><span class="p">:</span> <span class="n">pandas.core.frame.DataFrame</span></em><span class="sig-paren">)</span> &#x2192; List<a class="headerlink" href="#PyCTBN.PyCTBN.utility.sample_importer.SampleImporter.build_sorter" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.utility.sample_importer.SampleImporter.build_sorter">
+<span class="sig-name descname"><span class="pre">build_sorter</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">sample_frame</span></span><span class="p"><span class="pre">:</span></span> <span class="n"><span class="pre">pandas.core.frame.DataFrame</span></span></em><span class="sig-paren">)</span> &#x2192; <span class="pre">List</span><a class="headerlink" href="#PyCTBN.PyCTBN.utility.sample_importer.SampleImporter.build_sorter" title="Permalink to this definition">¶</a></dt>
 <dd><p>Implements the abstract method build_sorter of the <code class="xref py py-class docutils literal notranslate"><span class="pre">AbstractImporter</span></code> in order to get the ordered variables list.</p>
 </dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.PyCTBN.utility.sample_importer.SampleImporter.dataset_id">
-<code class="sig-name descname">dataset_id</code><span class="sig-paren">(</span><span class="sig-paren">)</span> &#x2192; str<a class="headerlink" href="#PyCTBN.PyCTBN.utility.sample_importer.SampleImporter.dataset_id" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.utility.sample_importer.SampleImporter.dataset_id">
+<span class="sig-name descname"><span class="pre">dataset_id</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> &#x2192; <span class="pre">str</span><a class="headerlink" href="#PyCTBN.PyCTBN.utility.sample_importer.SampleImporter.dataset_id" title="Permalink to this definition">¶</a></dt>
 <dd><p>If the original dataset contains multiple dataset, this method returns a unique id to identify the current
 dataset</p>
 </dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.PyCTBN.utility.sample_importer.SampleImporter.import_data">
-<code class="sig-name descname">import_data</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">header_column</span><span class="o">=</span><span class="default_value">None</span></em><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.PyCTBN.utility.sample_importer.SampleImporter.import_data" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.PyCTBN.utility.sample_importer.SampleImporter.import_data">
+<span class="sig-name descname"><span class="pre">import_data</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">header_column</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.PyCTBN.utility.sample_importer.SampleImporter.import_data" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
 
 </dd></dl>
@@ -618,6 +628,9 @@ dataset</p>
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
         };
+    </script>
+    <script type="text/javascript" src="_static/documentation_options.js">
+
     </script>
     <script type="text/javascript" src="_static/jquery.js">
 
@@ -628,9 +641,6 @@ dataset</p>
     <script type="text/javascript" src="_static/doctools.js">
 
     </script>
-    <script type="text/javascript" src="_static/language_data.js">
-
-    </script>
 
   
 
diff --git a/docs/PyCTBN.html b/docs/PyCTBN.html
index 8f6f17f..a6024f3 100644
--- a/docs/PyCTBN.html
+++ b/docs/PyCTBN.html
@@ -19,6 +19,10 @@
     <link rel="stylesheet" href="_static/css/pdj.css" type="text/css" />
 
   
+    <link rel="stylesheet" href="_static/pygments.css" type="text/css" />
+  
+    <link rel="stylesheet" href="_static/css/pdj.css" type="text/css" />
+  
 
   
 
@@ -142,18 +146,22 @@
 <li class="toctree-l3"><a class="reference internal" href="PyCTBN.PyCTBN.structure_graph.html">PyCTBN.PyCTBN.structure_graph package</a><ul>
 <li class="toctree-l4"><a class="reference internal" href="PyCTBN.PyCTBN.structure_graph.html#submodules">Submodules</a></li>
 <li class="toctree-l4"><a class="reference internal" href="PyCTBN.PyCTBN.structure_graph.html#module-PyCTBN.PyCTBN.structure_graph.conditional_intensity_matrix">PyCTBN.PyCTBN.structure_graph.conditional_intensity_matrix module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="PyCTBN.PyCTBN.structure_graph.html#module-PyCTBN.PyCTBN.structure_graph.network_generator">PyCTBN.PyCTBN.structure_graph.network_generator module</a></li>
 <li class="toctree-l4"><a class="reference internal" href="PyCTBN.PyCTBN.structure_graph.html#module-PyCTBN.PyCTBN.structure_graph.network_graph">PyCTBN.PyCTBN.structure_graph.network_graph module</a></li>
 <li class="toctree-l4"><a class="reference internal" href="PyCTBN.PyCTBN.structure_graph.html#module-PyCTBN.PyCTBN.structure_graph.sample_path">PyCTBN.PyCTBN.structure_graph.sample_path module</a></li>
 <li class="toctree-l4"><a class="reference internal" href="PyCTBN.PyCTBN.structure_graph.html#module-PyCTBN.PyCTBN.structure_graph.set_of_cims">PyCTBN.PyCTBN.structure_graph.set_of_cims module</a></li>
 <li class="toctree-l4"><a class="reference internal" href="PyCTBN.PyCTBN.structure_graph.html#module-PyCTBN.PyCTBN.structure_graph.structure">PyCTBN.PyCTBN.structure_graph.structure module</a></li>
 <li class="toctree-l4"><a class="reference internal" href="PyCTBN.PyCTBN.structure_graph.html#module-PyCTBN.PyCTBN.structure_graph.trajectory">PyCTBN.PyCTBN.structure_graph.trajectory module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="PyCTBN.PyCTBN.structure_graph.html#module-PyCTBN.PyCTBN.structure_graph.trajectory_generator">PyCTBN.PyCTBN.structure_graph.trajectory_generator module</a></li>
 <li class="toctree-l4"><a class="reference internal" href="PyCTBN.PyCTBN.structure_graph.html#module-PyCTBN.PyCTBN.structure_graph">Module contents</a></li>
 </ul>
 </li>
 <li class="toctree-l3"><a class="reference internal" href="PyCTBN.PyCTBN.utility.html">PyCTBN.PyCTBN.utility package</a><ul>
 <li class="toctree-l4"><a class="reference internal" href="PyCTBN.PyCTBN.utility.html#submodules">Submodules</a></li>
+<li class="toctree-l4"><a class="reference internal" href="PyCTBN.PyCTBN.utility.html#module-PyCTBN.PyCTBN.utility.abstract_exporter">PyCTBN.PyCTBN.utility.abstract_exporter module</a></li>
 <li class="toctree-l4"><a class="reference internal" href="PyCTBN.PyCTBN.utility.html#module-PyCTBN.PyCTBN.utility.abstract_importer">PyCTBN.PyCTBN.utility.abstract_importer module</a></li>
 <li class="toctree-l4"><a class="reference internal" href="PyCTBN.PyCTBN.utility.html#module-PyCTBN.PyCTBN.utility.cache">PyCTBN.PyCTBN.utility.cache module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="PyCTBN.PyCTBN.utility.html#module-PyCTBN.PyCTBN.utility.json_exporter">PyCTBN.PyCTBN.utility.json_exporter module</a></li>
 <li class="toctree-l4"><a class="reference internal" href="PyCTBN.PyCTBN.utility.html#module-PyCTBN.PyCTBN.utility.json_importer">PyCTBN.PyCTBN.utility.json_importer module</a></li>
 <li class="toctree-l4"><a class="reference internal" href="PyCTBN.PyCTBN.utility.html#module-PyCTBN.PyCTBN.utility.sample_importer">PyCTBN.PyCTBN.utility.sample_importer module</a></li>
 <li class="toctree-l4"><a class="reference internal" href="PyCTBN.PyCTBN.utility.html#module-PyCTBN.PyCTBN.utility">Module contents</a></li>
@@ -164,13 +172,59 @@
 <li class="toctree-l2"><a class="reference internal" href="PyCTBN.PyCTBN.html#module-PyCTBN.PyCTBN">Module contents</a></li>
 </ul>
 </li>
+<li class="toctree-l1"><a class="reference internal" href="PyCTBN.tests.html">PyCTBN.tests package</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="PyCTBN.tests.html#subpackages">Subpackages</a><ul>
+<li class="toctree-l3"><a class="reference internal" href="PyCTBN.tests.estimators.html">PyCTBN.tests.estimators package</a><ul>
+<li class="toctree-l4"><a class="reference internal" href="PyCTBN.tests.estimators.html#submodules">Submodules</a></li>
+<li class="toctree-l4"><a class="reference internal" href="PyCTBN.tests.estimators.html#module-PyCTBN.tests.estimators.test_parameters_estimator">PyCTBN.tests.estimators.test_parameters_estimator module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="PyCTBN.tests.estimators.html#pyctbn-tests-estimators-test-structure-constraint-based-estimator-module">PyCTBN.tests.estimators.test_structure_constraint_based_estimator module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="PyCTBN.tests.estimators.html#module-PyCTBN.tests.estimators.test_structure_estimator">PyCTBN.tests.estimators.test_structure_estimator module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="PyCTBN.tests.estimators.html#pyctbn-tests-estimators-test-structure-score-based-estimator-module">PyCTBN.tests.estimators.test_structure_score_based_estimator module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="PyCTBN.tests.estimators.html#module-PyCTBN.tests.estimators">Module contents</a></li>
+</ul>
+</li>
+<li class="toctree-l3"><a class="reference internal" href="PyCTBN.tests.optimizers.html">PyCTBN.tests.optimizers package</a><ul>
+<li class="toctree-l4"><a class="reference internal" href="PyCTBN.tests.optimizers.html#submodules">Submodules</a></li>
+<li class="toctree-l4"><a class="reference internal" href="PyCTBN.tests.optimizers.html#pyctbn-tests-optimizers-test-hill-climbing-search-module">PyCTBN.tests.optimizers.test_hill_climbing_search module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="PyCTBN.tests.optimizers.html#pyctbn-tests-optimizers-test-tabu-search-module">PyCTBN.tests.optimizers.test_tabu_search module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="PyCTBN.tests.optimizers.html#module-PyCTBN.tests.optimizers">Module contents</a></li>
+</ul>
+</li>
+<li class="toctree-l3"><a class="reference internal" href="PyCTBN.tests.structure_graph.html">PyCTBN.tests.structure_graph package</a><ul>
+<li class="toctree-l4"><a class="reference internal" href="PyCTBN.tests.structure_graph.html#submodules">Submodules</a></li>
+<li class="toctree-l4"><a class="reference internal" href="PyCTBN.tests.structure_graph.html#module-PyCTBN.tests.structure_graph.test_cim">PyCTBN.tests.structure_graph.test_cim module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="PyCTBN.tests.structure_graph.html#pyctbn-tests-structure-graph-test-networkgenerator-module">PyCTBN.tests.structure_graph.test_networkgenerator module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="PyCTBN.tests.structure_graph.html#module-PyCTBN.tests.structure_graph.test_networkgraph">PyCTBN.tests.structure_graph.test_networkgraph module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="PyCTBN.tests.structure_graph.html#module-PyCTBN.tests.structure_graph.test_sample_path">PyCTBN.tests.structure_graph.test_sample_path module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="PyCTBN.tests.structure_graph.html#module-PyCTBN.tests.structure_graph.test_setofcims">PyCTBN.tests.structure_graph.test_setofcims module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="PyCTBN.tests.structure_graph.html#module-PyCTBN.tests.structure_graph.test_structure">PyCTBN.tests.structure_graph.test_structure module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="PyCTBN.tests.structure_graph.html#module-PyCTBN.tests.structure_graph.test_trajectory">PyCTBN.tests.structure_graph.test_trajectory module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="PyCTBN.tests.structure_graph.html#pyctbn-tests-structure-graph-test-trajectorygenerator-module">PyCTBN.tests.structure_graph.test_trajectorygenerator module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="PyCTBN.tests.structure_graph.html#module-PyCTBN.tests.structure_graph">Module contents</a></li>
+</ul>
+</li>
+<li class="toctree-l3"><a class="reference internal" href="PyCTBN.tests.utility.html">PyCTBN.tests.utility package</a><ul>
+<li class="toctree-l4"><a class="reference internal" href="PyCTBN.tests.utility.html#submodules">Submodules</a></li>
+<li class="toctree-l4"><a class="reference internal" href="PyCTBN.tests.utility.html#module-PyCTBN.tests.utility.test_cache">PyCTBN.tests.utility.test_cache module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="PyCTBN.tests.utility.html#module-PyCTBN.tests.utility.test_json_importer">PyCTBN.tests.utility.test_json_importer module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="PyCTBN.tests.utility.html#module-PyCTBN.tests.utility.test_sample_importer">PyCTBN.tests.utility.test_sample_importer module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="PyCTBN.tests.utility.html#module-PyCTBN.tests.utility">Module contents</a></li>
+</ul>
+</li>
+</ul>
+</li>
+<li class="toctree-l2"><a class="reference internal" href="PyCTBN.tests.html#module-PyCTBN.tests">Module contents</a></li>
+</ul>
+</li>
 </ul>
 </div>
 </section>
 <section id="submodules">
 <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this headline">¶</a></h2>
+
 </section>
 <section id="module-PyCTBN">
+
 <span id="module-contents"></span><h2>Module contents<a class="headerlink" href="#module-PyCTBN" title="Permalink to this headline">¶</a></h2>
 </section>
 </section>
@@ -203,6 +257,9 @@
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
         };
+    </script>
+    <script type="text/javascript" src="_static/documentation_options.js">
+
     </script>
     <script type="text/javascript" src="_static/jquery.js">
 
@@ -213,9 +270,6 @@
     <script type="text/javascript" src="_static/doctools.js">
 
     </script>
-    <script type="text/javascript" src="_static/language_data.js">
-
-    </script>
 
   
 
diff --git a/docs/PyCTBN.tests.estimators.html b/docs/PyCTBN.tests.estimators.html
index 8a63d1f..c39f871 100644
--- a/docs/PyCTBN.tests.estimators.html
+++ b/docs/PyCTBN.tests.estimators.html
@@ -19,6 +19,10 @@
     <link rel="stylesheet" href="_static/css/pdj.css" type="text/css" />
 
   
+    <link rel="stylesheet" href="_static/pygments.css" type="text/css" />
+  
+    <link rel="stylesheet" href="_static/css/pdj.css" type="text/css" />
+  
 
   
 
@@ -120,42 +124,43 @@
 <section id="module-PyCTBN.tests.estimators.test_parameters_estimator">
 <span id="pyctbn-tests-estimators-test-parameters-estimator-module"></span><h2>PyCTBN.tests.estimators.test_parameters_estimator module<a class="headerlink" href="#module-PyCTBN.tests.estimators.test_parameters_estimator" title="Permalink to this headline">¶</a></h2>
 <dl class="py class">
-<dt id="PyCTBN.tests.estimators.test_parameters_estimator.TestParametersEstimatior">
-<em class="property">class </em><code class="sig-prename descclassname">PyCTBN.tests.estimators.test_parameters_estimator.</code><code class="sig-name descname">TestParametersEstimatior</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">methodName</span><span class="o">=</span><span class="default_value">'runTest'</span></em><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.estimators.test_parameters_estimator.TestParametersEstimatior" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.tests.estimators.test_parameters_estimator.TestParametersEstimatior">
+<em class="property"><span class="pre">class</span> </em><span class="sig-prename descclassname"><span class="pre">PyCTBN.tests.estimators.test_parameters_estimator.</span></span><span class="sig-name descname"><span class="pre">TestParametersEstimatior</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">methodName</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'runTest'</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.estimators.test_parameters_estimator.TestParametersEstimatior" title="Permalink to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">unittest.case.TestCase</span></code></p>
 <dl class="py method">
-<dt id="PyCTBN.tests.estimators.test_parameters_estimator.TestParametersEstimatior.aux_import_sampled_cims">
-<code class="sig-name descname">aux_import_sampled_cims</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">cims_label</span></em><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.estimators.test_parameters_estimator.TestParametersEstimatior.aux_import_sampled_cims" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.tests.estimators.test_parameters_estimator.TestParametersEstimatior.aux_import_sampled_cims">
+<span class="sig-name descname"><span class="pre">aux_import_sampled_cims</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">cims_label</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.estimators.test_parameters_estimator.TestParametersEstimatior.aux_import_sampled_cims" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.tests.estimators.test_parameters_estimator.TestParametersEstimatior.cim_equality_test">
-<code class="sig-name descname">cim_equality_test</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">cim1</span></em>, <em class="sig-param"><span class="n">cim2</span></em><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.estimators.test_parameters_estimator.TestParametersEstimatior.cim_equality_test" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.tests.estimators.test_parameters_estimator.TestParametersEstimatior.cim_equality_test">
+<span class="sig-name descname"><span class="pre">cim_equality_test</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">cim1</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">cim2</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.estimators.test_parameters_estimator.TestParametersEstimatior.cim_equality_test" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.tests.estimators.test_parameters_estimator.TestParametersEstimatior.equality_of_cims_of_node">
-<code class="sig-name descname">equality_of_cims_of_node</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">sampled_cims</span></em>, <em class="sig-param"><span class="n">estimated_cims</span></em><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.estimators.test_parameters_estimator.TestParametersEstimatior.equality_of_cims_of_node" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.tests.estimators.test_parameters_estimator.TestParametersEstimatior.equality_of_cims_of_node">
+<span class="sig-name descname"><span class="pre">equality_of_cims_of_node</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">sampled_cims</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">estimated_cims</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.estimators.test_parameters_estimator.TestParametersEstimatior.equality_of_cims_of_node" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.tests.estimators.test_parameters_estimator.TestParametersEstimatior.setUpClass">
-<em class="property">classmethod </em><code class="sig-name descname">setUpClass</code><span class="sig-paren">(</span><span class="sig-paren">)</span> &#x2192; None<a class="headerlink" href="#PyCTBN.tests.estimators.test_parameters_estimator.TestParametersEstimatior.setUpClass" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.tests.estimators.test_parameters_estimator.TestParametersEstimatior.setUpClass">
+<em class="property"><span class="pre">classmethod</span> </em><span class="sig-name descname"><span class="pre">setUpClass</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> &#x2192; <span class="pre">None</span><a class="headerlink" href="#PyCTBN.tests.estimators.test_parameters_estimator.TestParametersEstimatior.setUpClass" title="Permalink to this definition">¶</a></dt>
 <dd><p>Hook method for setting up class fixture before running tests in the class.</p>
 </dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.tests.estimators.test_parameters_estimator.TestParametersEstimatior.test_compute_parameters_for_node">
-<code class="sig-name descname">test_compute_parameters_for_node</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.estimators.test_parameters_estimator.TestParametersEstimatior.test_compute_parameters_for_node" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.tests.estimators.test_parameters_estimator.TestParametersEstimatior.test_compute_parameters_for_node">
+<span class="sig-name descname"><span class="pre">test_compute_parameters_for_node</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.estimators.test_parameters_estimator.TestParametersEstimatior.test_compute_parameters_for_node" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.tests.estimators.test_parameters_estimator.TestParametersEstimatior.test_fast_init">
-<code class="sig-name descname">test_fast_init</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.estimators.test_parameters_estimator.TestParametersEstimatior.test_fast_init" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.tests.estimators.test_parameters_estimator.TestParametersEstimatior.test_fast_init">
+<span class="sig-name descname"><span class="pre">test_fast_init</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.estimators.test_parameters_estimator.TestParametersEstimatior.test_fast_init" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
 
 </dd></dl>
 
+
 </section>
 <section id="module-PyCTBN.tests.estimators.test_structure_constraint_based_estimator">
 <span id="pyctbn-tests-estimators-test-structure-constraint-based-estimator-module"></span><h2>PyCTBN.tests.estimators.test_structure_constraint_based_estimator module<a class="headerlink" href="#module-PyCTBN.tests.estimators.test_structure_constraint_based_estimator" title="Permalink to this headline">¶</a></h2>
@@ -188,59 +193,61 @@
 
 </section>
 <section id="module-PyCTBN.tests.estimators.test_structure_estimator">
+
 <span id="pyctbn-tests-estimators-test-structure-estimator-module"></span><h2>PyCTBN.tests.estimators.test_structure_estimator module<a class="headerlink" href="#module-PyCTBN.tests.estimators.test_structure_estimator" title="Permalink to this headline">¶</a></h2>
 <dl class="py class">
-<dt id="PyCTBN.tests.estimators.test_structure_estimator.TestStructureEstimator">
-<em class="property">class </em><code class="sig-prename descclassname">PyCTBN.tests.estimators.test_structure_estimator.</code><code class="sig-name descname">TestStructureEstimator</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">methodName</span><span class="o">=</span><span class="default_value">'runTest'</span></em><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.estimators.test_structure_estimator.TestStructureEstimator" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.tests.estimators.test_structure_estimator.TestStructureEstimator">
+<em class="property"><span class="pre">class</span> </em><span class="sig-prename descclassname"><span class="pre">PyCTBN.tests.estimators.test_structure_estimator.</span></span><span class="sig-name descname"><span class="pre">TestStructureEstimator</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">methodName</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'runTest'</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.estimators.test_structure_estimator.TestStructureEstimator" title="Permalink to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">unittest.case.TestCase</span></code></p>
 <dl class="py method">
-<dt id="PyCTBN.tests.estimators.test_structure_estimator.TestStructureEstimator.setUpClass">
-<em class="property">classmethod </em><code class="sig-name descname">setUpClass</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.estimators.test_structure_estimator.TestStructureEstimator.setUpClass" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.tests.estimators.test_structure_estimator.TestStructureEstimator.setUpClass">
+<em class="property"><span class="pre">classmethod</span> </em><span class="sig-name descname"><span class="pre">setUpClass</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.estimators.test_structure_estimator.TestStructureEstimator.setUpClass" title="Permalink to this definition">¶</a></dt>
 <dd><p>Hook method for setting up class fixture before running tests in the class.</p>
 </dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.tests.estimators.test_structure_estimator.TestStructureEstimator.test_adjacency_matrix">
-<code class="sig-name descname">test_adjacency_matrix</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.estimators.test_structure_estimator.TestStructureEstimator.test_adjacency_matrix" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.tests.estimators.test_structure_estimator.TestStructureEstimator.test_adjacency_matrix">
+<span class="sig-name descname"><span class="pre">test_adjacency_matrix</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.estimators.test_structure_estimator.TestStructureEstimator.test_adjacency_matrix" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.tests.estimators.test_structure_estimator.TestStructureEstimator.test_build_complete_graph">
-<code class="sig-name descname">test_build_complete_graph</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.estimators.test_structure_estimator.TestStructureEstimator.test_build_complete_graph" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.tests.estimators.test_structure_estimator.TestStructureEstimator.test_build_complete_graph">
+<span class="sig-name descname"><span class="pre">test_build_complete_graph</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.estimators.test_structure_estimator.TestStructureEstimator.test_build_complete_graph" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.tests.estimators.test_structure_estimator.TestStructureEstimator.test_build_removable_edges_matrix">
-<code class="sig-name descname">test_build_removable_edges_matrix</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.estimators.test_structure_estimator.TestStructureEstimator.test_build_removable_edges_matrix" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.tests.estimators.test_structure_estimator.TestStructureEstimator.test_build_removable_edges_matrix">
+<span class="sig-name descname"><span class="pre">test_build_removable_edges_matrix</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.estimators.test_structure_estimator.TestStructureEstimator.test_build_removable_edges_matrix" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.tests.estimators.test_structure_estimator.TestStructureEstimator.test_generate_possible_sub_sets_of_size">
-<code class="sig-name descname">test_generate_possible_sub_sets_of_size</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.estimators.test_structure_estimator.TestStructureEstimator.test_generate_possible_sub_sets_of_size" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.tests.estimators.test_structure_estimator.TestStructureEstimator.test_generate_possible_sub_sets_of_size">
+<span class="sig-name descname"><span class="pre">test_generate_possible_sub_sets_of_size</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.estimators.test_structure_estimator.TestStructureEstimator.test_generate_possible_sub_sets_of_size" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.tests.estimators.test_structure_estimator.TestStructureEstimator.test_init">
-<code class="sig-name descname">test_init</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.estimators.test_structure_estimator.TestStructureEstimator.test_init" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.tests.estimators.test_structure_estimator.TestStructureEstimator.test_init">
+<span class="sig-name descname"><span class="pre">test_init</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.estimators.test_structure_estimator.TestStructureEstimator.test_init" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.tests.estimators.test_structure_estimator.TestStructureEstimator.test_save_plot_estimated_graph">
-<code class="sig-name descname">test_save_plot_estimated_graph</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.estimators.test_structure_estimator.TestStructureEstimator.test_save_plot_estimated_graph" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.tests.estimators.test_structure_estimator.TestStructureEstimator.test_save_plot_estimated_graph">
+<span class="sig-name descname"><span class="pre">test_save_plot_estimated_graph</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.estimators.test_structure_estimator.TestStructureEstimator.test_save_plot_estimated_graph" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.tests.estimators.test_structure_estimator.TestStructureEstimator.test_save_results">
-<code class="sig-name descname">test_save_results</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.estimators.test_structure_estimator.TestStructureEstimator.test_save_results" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.tests.estimators.test_structure_estimator.TestStructureEstimator.test_save_results">
+<span class="sig-name descname"><span class="pre">test_save_results</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.estimators.test_structure_estimator.TestStructureEstimator.test_save_results" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.tests.estimators.test_structure_estimator.TestStructureEstimator.test_time">
-<code class="sig-name descname">test_time</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.estimators.test_structure_estimator.TestStructureEstimator.test_time" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.tests.estimators.test_structure_estimator.TestStructureEstimator.test_time">
+<span class="sig-name descname"><span class="pre">test_time</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.estimators.test_structure_estimator.TestStructureEstimator.test_time" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
 
 </dd></dl>
 
+
 </section>
 <section id="module-PyCTBN.tests.estimators.test_structure_score_based_estimator">
 <span id="pyctbn-tests-estimators-test-structure-score-based-estimator-module"></span><h2>PyCTBN.tests.estimators.test_structure_score_based_estimator module<a class="headerlink" href="#module-PyCTBN.tests.estimators.test_structure_score_based_estimator" title="Permalink to this headline">¶</a></h2>
@@ -310,6 +317,9 @@
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
         };
+    </script>
+    <script type="text/javascript" src="_static/documentation_options.js">
+
     </script>
     <script type="text/javascript" src="_static/jquery.js">
 
@@ -320,9 +330,6 @@
     <script type="text/javascript" src="_static/doctools.js">
 
     </script>
-    <script type="text/javascript" src="_static/language_data.js">
-
-    </script>
 
   
 
diff --git a/docs/PyCTBN.tests.html b/docs/PyCTBN.tests.html
index 83be260..57c3a3d 100644
--- a/docs/PyCTBN.tests.html
+++ b/docs/PyCTBN.tests.html
@@ -19,6 +19,10 @@
     <link rel="stylesheet" href="_static/css/pdj.css" type="text/css" />
 
   
+    <link rel="stylesheet" href="_static/pygments.css" type="text/css" />
+  
+    <link rel="stylesheet" href="_static/css/pdj.css" type="text/css" />
+  
 
   
 
@@ -121,27 +125,29 @@
 <li class="toctree-l1"><a class="reference internal" href="PyCTBN.tests.estimators.html">PyCTBN.tests.estimators package</a><ul>
 <li class="toctree-l2"><a class="reference internal" href="PyCTBN.tests.estimators.html#submodules">Submodules</a></li>
 <li class="toctree-l2"><a class="reference internal" href="PyCTBN.tests.estimators.html#module-PyCTBN.tests.estimators.test_parameters_estimator">PyCTBN.tests.estimators.test_parameters_estimator module</a></li>
-<li class="toctree-l2"><a class="reference internal" href="PyCTBN.tests.estimators.html#module-PyCTBN.tests.estimators.test_structure_constraint_based_estimator">PyCTBN.tests.estimators.test_structure_constraint_based_estimator module</a></li>
+<li class="toctree-l2"><a class="reference internal" href="PyCTBN.tests.estimators.html#pyctbn-tests-estimators-test-structure-constraint-based-estimator-module">PyCTBN.tests.estimators.test_structure_constraint_based_estimator module</a></li>
 <li class="toctree-l2"><a class="reference internal" href="PyCTBN.tests.estimators.html#module-PyCTBN.tests.estimators.test_structure_estimator">PyCTBN.tests.estimators.test_structure_estimator module</a></li>
-<li class="toctree-l2"><a class="reference internal" href="PyCTBN.tests.estimators.html#module-PyCTBN.tests.estimators.test_structure_score_based_estimator">PyCTBN.tests.estimators.test_structure_score_based_estimator module</a></li>
+<li class="toctree-l2"><a class="reference internal" href="PyCTBN.tests.estimators.html#pyctbn-tests-estimators-test-structure-score-based-estimator-module">PyCTBN.tests.estimators.test_structure_score_based_estimator module</a></li>
 <li class="toctree-l2"><a class="reference internal" href="PyCTBN.tests.estimators.html#module-PyCTBN.tests.estimators">Module contents</a></li>
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="PyCTBN.tests.optimizers.html">PyCTBN.tests.optimizers package</a><ul>
 <li class="toctree-l2"><a class="reference internal" href="PyCTBN.tests.optimizers.html#submodules">Submodules</a></li>
-<li class="toctree-l2"><a class="reference internal" href="PyCTBN.tests.optimizers.html#module-PyCTBN.tests.optimizers.test_hill_climbing_search">PyCTBN.tests.optimizers.test_hill_climbing_search module</a></li>
-<li class="toctree-l2"><a class="reference internal" href="PyCTBN.tests.optimizers.html#module-PyCTBN.tests.optimizers.test_tabu_search">PyCTBN.tests.optimizers.test_tabu_search module</a></li>
+<li class="toctree-l2"><a class="reference internal" href="PyCTBN.tests.optimizers.html#pyctbn-tests-optimizers-test-hill-climbing-search-module">PyCTBN.tests.optimizers.test_hill_climbing_search module</a></li>
+<li class="toctree-l2"><a class="reference internal" href="PyCTBN.tests.optimizers.html#pyctbn-tests-optimizers-test-tabu-search-module">PyCTBN.tests.optimizers.test_tabu_search module</a></li>
 <li class="toctree-l2"><a class="reference internal" href="PyCTBN.tests.optimizers.html#module-PyCTBN.tests.optimizers">Module contents</a></li>
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="PyCTBN.tests.structure_graph.html">PyCTBN.tests.structure_graph package</a><ul>
 <li class="toctree-l2"><a class="reference internal" href="PyCTBN.tests.structure_graph.html#submodules">Submodules</a></li>
 <li class="toctree-l2"><a class="reference internal" href="PyCTBN.tests.structure_graph.html#module-PyCTBN.tests.structure_graph.test_cim">PyCTBN.tests.structure_graph.test_cim module</a></li>
+<li class="toctree-l2"><a class="reference internal" href="PyCTBN.tests.structure_graph.html#pyctbn-tests-structure-graph-test-networkgenerator-module">PyCTBN.tests.structure_graph.test_networkgenerator module</a></li>
 <li class="toctree-l2"><a class="reference internal" href="PyCTBN.tests.structure_graph.html#module-PyCTBN.tests.structure_graph.test_networkgraph">PyCTBN.tests.structure_graph.test_networkgraph module</a></li>
 <li class="toctree-l2"><a class="reference internal" href="PyCTBN.tests.structure_graph.html#module-PyCTBN.tests.structure_graph.test_sample_path">PyCTBN.tests.structure_graph.test_sample_path module</a></li>
 <li class="toctree-l2"><a class="reference internal" href="PyCTBN.tests.structure_graph.html#module-PyCTBN.tests.structure_graph.test_setofcims">PyCTBN.tests.structure_graph.test_setofcims module</a></li>
 <li class="toctree-l2"><a class="reference internal" href="PyCTBN.tests.structure_graph.html#module-PyCTBN.tests.structure_graph.test_structure">PyCTBN.tests.structure_graph.test_structure module</a></li>
 <li class="toctree-l2"><a class="reference internal" href="PyCTBN.tests.structure_graph.html#module-PyCTBN.tests.structure_graph.test_trajectory">PyCTBN.tests.structure_graph.test_trajectory module</a></li>
+<li class="toctree-l2"><a class="reference internal" href="PyCTBN.tests.structure_graph.html#pyctbn-tests-structure-graph-test-trajectorygenerator-module">PyCTBN.tests.structure_graph.test_trajectorygenerator module</a></li>
 <li class="toctree-l2"><a class="reference internal" href="PyCTBN.tests.structure_graph.html#module-PyCTBN.tests.structure_graph">Module contents</a></li>
 </ul>
 </li>
@@ -189,6 +195,9 @@
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
         };
+    </script>
+    <script type="text/javascript" src="_static/documentation_options.js">
+
     </script>
     <script type="text/javascript" src="_static/jquery.js">
 
@@ -199,9 +208,6 @@
     <script type="text/javascript" src="_static/doctools.js">
 
     </script>
-    <script type="text/javascript" src="_static/language_data.js">
-
-    </script>
 
   
 
diff --git a/docs/PyCTBN.tests.optimizers.html b/docs/PyCTBN.tests.optimizers.html
index 96038cc..2e20c9a 100644
--- a/docs/PyCTBN.tests.optimizers.html
+++ b/docs/PyCTBN.tests.optimizers.html
@@ -19,6 +19,10 @@
     <link rel="stylesheet" href="_static/css/pdj.css" type="text/css" />
 
   
+    <link rel="stylesheet" href="_static/pygments.css" type="text/css" />
+  
+    <link rel="stylesheet" href="_static/css/pdj.css" type="text/css" />
+  
 
   
 
@@ -200,6 +204,9 @@
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
         };
+    </script>
+    <script type="text/javascript" src="_static/documentation_options.js">
+
     </script>
     <script type="text/javascript" src="_static/jquery.js">
 
@@ -210,9 +217,6 @@
     <script type="text/javascript" src="_static/doctools.js">
 
     </script>
-    <script type="text/javascript" src="_static/language_data.js">
-
-    </script>
 
   
 
diff --git a/docs/PyCTBN.tests.structure_graph.html b/docs/PyCTBN.tests.structure_graph.html
index f3dae53..581cd0c 100644
--- a/docs/PyCTBN.tests.structure_graph.html
+++ b/docs/PyCTBN.tests.structure_graph.html
@@ -19,6 +19,10 @@
     <link rel="stylesheet" href="_static/css/pdj.css" type="text/css" />
 
   
+    <link rel="stylesheet" href="_static/pygments.css" type="text/css" />
+  
+    <link rel="stylesheet" href="_static/css/pdj.css" type="text/css" />
+  
 
   
 
@@ -120,28 +124,28 @@
 <section id="module-PyCTBN.tests.structure_graph.test_cim">
 <span id="pyctbn-tests-structure-graph-test-cim-module"></span><h2>PyCTBN.tests.structure_graph.test_cim module<a class="headerlink" href="#module-PyCTBN.tests.structure_graph.test_cim" title="Permalink to this headline">¶</a></h2>
 <dl class="py class">
-<dt id="PyCTBN.tests.structure_graph.test_cim.TestConditionalIntensityMatrix">
-<em class="property">class </em><code class="sig-prename descclassname">PyCTBN.tests.structure_graph.test_cim.</code><code class="sig-name descname">TestConditionalIntensityMatrix</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">methodName</span><span class="o">=</span><span class="default_value">'runTest'</span></em><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.structure_graph.test_cim.TestConditionalIntensityMatrix" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.tests.structure_graph.test_cim.TestConditionalIntensityMatrix">
+<em class="property"><span class="pre">class</span> </em><span class="sig-prename descclassname"><span class="pre">PyCTBN.tests.structure_graph.test_cim.</span></span><span class="sig-name descname"><span class="pre">TestConditionalIntensityMatrix</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">methodName</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'runTest'</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.structure_graph.test_cim.TestConditionalIntensityMatrix" title="Permalink to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">unittest.case.TestCase</span></code></p>
 <dl class="py method">
-<dt id="PyCTBN.tests.structure_graph.test_cim.TestConditionalIntensityMatrix.setUpClass">
-<em class="property">classmethod </em><code class="sig-name descname">setUpClass</code><span class="sig-paren">(</span><span class="sig-paren">)</span> &#x2192; None<a class="headerlink" href="#PyCTBN.tests.structure_graph.test_cim.TestConditionalIntensityMatrix.setUpClass" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.tests.structure_graph.test_cim.TestConditionalIntensityMatrix.setUpClass">
+<em class="property"><span class="pre">classmethod</span> </em><span class="sig-name descname"><span class="pre">setUpClass</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> &#x2192; <span class="pre">None</span><a class="headerlink" href="#PyCTBN.tests.structure_graph.test_cim.TestConditionalIntensityMatrix.setUpClass" title="Permalink to this definition">¶</a></dt>
 <dd><p>Hook method for setting up class fixture before running tests in the class.</p>
 </dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.tests.structure_graph.test_cim.TestConditionalIntensityMatrix.test_compute_cim_coefficients">
-<code class="sig-name descname">test_compute_cim_coefficients</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.structure_graph.test_cim.TestConditionalIntensityMatrix.test_compute_cim_coefficients" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.tests.structure_graph.test_cim.TestConditionalIntensityMatrix.test_compute_cim_coefficients">
+<span class="sig-name descname"><span class="pre">test_compute_cim_coefficients</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.structure_graph.test_cim.TestConditionalIntensityMatrix.test_compute_cim_coefficients" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.tests.structure_graph.test_cim.TestConditionalIntensityMatrix.test_init">
-<code class="sig-name descname">test_init</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.structure_graph.test_cim.TestConditionalIntensityMatrix.test_init" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.tests.structure_graph.test_cim.TestConditionalIntensityMatrix.test_init">
+<span class="sig-name descname"><span class="pre">test_init</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.structure_graph.test_cim.TestConditionalIntensityMatrix.test_init" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.tests.structure_graph.test_cim.TestConditionalIntensityMatrix.test_repr">
-<code class="sig-name descname">test_repr</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.structure_graph.test_cim.TestConditionalIntensityMatrix.test_repr" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.tests.structure_graph.test_cim.TestConditionalIntensityMatrix.test_repr">
+<span class="sig-name descname"><span class="pre">test_repr</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.structure_graph.test_cim.TestConditionalIntensityMatrix.test_repr" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
 
 </dd></dl>
@@ -150,103 +154,103 @@
 <section id="module-PyCTBN.tests.structure_graph.test_networkgraph">
 <span id="pyctbn-tests-structure-graph-test-networkgraph-module"></span><h2>PyCTBN.tests.structure_graph.test_networkgraph module<a class="headerlink" href="#module-PyCTBN.tests.structure_graph.test_networkgraph" title="Permalink to this headline">¶</a></h2>
 <dl class="py class">
-<dt id="PyCTBN.tests.structure_graph.test_networkgraph.TestNetworkGraph">
-<em class="property">class </em><code class="sig-prename descclassname">PyCTBN.tests.structure_graph.test_networkgraph.</code><code class="sig-name descname">TestNetworkGraph</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">methodName</span><span class="o">=</span><span class="default_value">'runTest'</span></em><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.structure_graph.test_networkgraph.TestNetworkGraph" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.tests.structure_graph.test_networkgraph.TestNetworkGraph">
+<em class="property"><span class="pre">class</span> </em><span class="sig-prename descclassname"><span class="pre">PyCTBN.tests.structure_graph.test_networkgraph.</span></span><span class="sig-name descname"><span class="pre">TestNetworkGraph</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">methodName</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'runTest'</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.structure_graph.test_networkgraph.TestNetworkGraph" title="Permalink to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">unittest.case.TestCase</span></code></p>
 <dl class="py method">
-<dt id="PyCTBN.tests.structure_graph.test_networkgraph.TestNetworkGraph.aux_build_p_combs_structure">
-<code class="sig-name descname">aux_build_p_combs_structure</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">graph</span></em>, <em class="sig-param"><span class="n">p_vals</span></em><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.structure_graph.test_networkgraph.TestNetworkGraph.aux_build_p_combs_structure" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.tests.structure_graph.test_networkgraph.TestNetworkGraph.aux_build_p_combs_structure">
+<span class="sig-name descname"><span class="pre">aux_build_p_combs_structure</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">graph</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">p_vals</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.structure_graph.test_networkgraph.TestNetworkGraph.aux_build_p_combs_structure" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.tests.structure_graph.test_networkgraph.TestNetworkGraph.aux_build_time_columns_filtering_structure_for_a_node">
-<code class="sig-name descname">aux_build_time_columns_filtering_structure_for_a_node</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">graph</span></em>, <em class="sig-param"><span class="n">node_id</span></em>, <em class="sig-param"><span class="n">p_indxs</span></em><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.structure_graph.test_networkgraph.TestNetworkGraph.aux_build_time_columns_filtering_structure_for_a_node" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.tests.structure_graph.test_networkgraph.TestNetworkGraph.aux_build_time_columns_filtering_structure_for_a_node">
+<span class="sig-name descname"><span class="pre">aux_build_time_columns_filtering_structure_for_a_node</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">graph</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">node_id</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">p_indxs</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.structure_graph.test_networkgraph.TestNetworkGraph.aux_build_time_columns_filtering_structure_for_a_node" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.tests.structure_graph.test_networkgraph.TestNetworkGraph.aux_build_time_scalar_indexing_structure_for_a_node">
-<code class="sig-name descname">aux_build_time_scalar_indexing_structure_for_a_node</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">graph</span></em>, <em class="sig-param"><span class="n">node_id</span></em>, <em class="sig-param"><span class="n">parents_indxs</span></em>, <em class="sig-param"><span class="n">parents_labels</span></em>, <em class="sig-param"><span class="n">parents_vals</span></em><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.structure_graph.test_networkgraph.TestNetworkGraph.aux_build_time_scalar_indexing_structure_for_a_node" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.tests.structure_graph.test_networkgraph.TestNetworkGraph.aux_build_time_scalar_indexing_structure_for_a_node">
+<span class="sig-name descname"><span class="pre">aux_build_time_scalar_indexing_structure_for_a_node</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">graph</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">node_id</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">parents_indxs</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">parents_labels</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">parents_vals</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.structure_graph.test_networkgraph.TestNetworkGraph.aux_build_time_scalar_indexing_structure_for_a_node" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.tests.structure_graph.test_networkgraph.TestNetworkGraph.aux_build_transition_columns_filtering_structure">
-<code class="sig-name descname">aux_build_transition_columns_filtering_structure</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">graph</span></em>, <em class="sig-param"><span class="n">node_id</span></em>, <em class="sig-param"><span class="n">p_indxs</span></em><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.structure_graph.test_networkgraph.TestNetworkGraph.aux_build_transition_columns_filtering_structure" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.tests.structure_graph.test_networkgraph.TestNetworkGraph.aux_build_transition_columns_filtering_structure">
+<span class="sig-name descname"><span class="pre">aux_build_transition_columns_filtering_structure</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">graph</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">node_id</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">p_indxs</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.structure_graph.test_networkgraph.TestNetworkGraph.aux_build_transition_columns_filtering_structure" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.tests.structure_graph.test_networkgraph.TestNetworkGraph.aux_build_transition_scalar_indexing_structure_for_a_node">
-<code class="sig-name descname">aux_build_transition_scalar_indexing_structure_for_a_node</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">graph</span></em>, <em class="sig-param"><span class="n">node_id</span></em>, <em class="sig-param"><span class="n">parents_indxs</span></em>, <em class="sig-param"><span class="n">parents_labels</span></em>, <em class="sig-param"><span class="n">parents_values</span></em><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.structure_graph.test_networkgraph.TestNetworkGraph.aux_build_transition_scalar_indexing_structure_for_a_node" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.tests.structure_graph.test_networkgraph.TestNetworkGraph.aux_build_transition_scalar_indexing_structure_for_a_node">
+<span class="sig-name descname"><span class="pre">aux_build_transition_scalar_indexing_structure_for_a_node</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">graph</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">node_id</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">parents_indxs</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">parents_labels</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">parents_values</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.structure_graph.test_networkgraph.TestNetworkGraph.aux_build_transition_scalar_indexing_structure_for_a_node" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.tests.structure_graph.test_networkgraph.TestNetworkGraph.setUpClass">
-<em class="property">classmethod </em><code class="sig-name descname">setUpClass</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.structure_graph.test_networkgraph.TestNetworkGraph.setUpClass" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.tests.structure_graph.test_networkgraph.TestNetworkGraph.setUpClass">
+<em class="property"><span class="pre">classmethod</span> </em><span class="sig-name descname"><span class="pre">setUpClass</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.structure_graph.test_networkgraph.TestNetworkGraph.setUpClass" title="Permalink to this definition">¶</a></dt>
 <dd><p>Hook method for setting up class fixture before running tests in the class.</p>
 </dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.tests.structure_graph.test_networkgraph.TestNetworkGraph.test_add_edges">
-<code class="sig-name descname">test_add_edges</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.structure_graph.test_networkgraph.TestNetworkGraph.test_add_edges" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.tests.structure_graph.test_networkgraph.TestNetworkGraph.test_add_edges">
+<span class="sig-name descname"><span class="pre">test_add_edges</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.structure_graph.test_networkgraph.TestNetworkGraph.test_add_edges" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.tests.structure_graph.test_networkgraph.TestNetworkGraph.test_add_nodes">
-<code class="sig-name descname">test_add_nodes</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.structure_graph.test_networkgraph.TestNetworkGraph.test_add_nodes" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.tests.structure_graph.test_networkgraph.TestNetworkGraph.test_add_nodes">
+<span class="sig-name descname"><span class="pre">test_add_nodes</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.structure_graph.test_networkgraph.TestNetworkGraph.test_add_nodes" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.tests.structure_graph.test_networkgraph.TestNetworkGraph.test_build_p_combs_structure">
-<code class="sig-name descname">test_build_p_combs_structure</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.structure_graph.test_networkgraph.TestNetworkGraph.test_build_p_combs_structure" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.tests.structure_graph.test_networkgraph.TestNetworkGraph.test_build_p_combs_structure">
+<span class="sig-name descname"><span class="pre">test_build_p_combs_structure</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.structure_graph.test_networkgraph.TestNetworkGraph.test_build_p_combs_structure" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.tests.structure_graph.test_networkgraph.TestNetworkGraph.test_build_time_columns_filtering_structure_for_a_node">
-<code class="sig-name descname">test_build_time_columns_filtering_structure_for_a_node</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.structure_graph.test_networkgraph.TestNetworkGraph.test_build_time_columns_filtering_structure_for_a_node" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.tests.structure_graph.test_networkgraph.TestNetworkGraph.test_build_time_columns_filtering_structure_for_a_node">
+<span class="sig-name descname"><span class="pre">test_build_time_columns_filtering_structure_for_a_node</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.structure_graph.test_networkgraph.TestNetworkGraph.test_build_time_columns_filtering_structure_for_a_node" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.tests.structure_graph.test_networkgraph.TestNetworkGraph.test_build_time_scalar_indexing_structure_for_a_node">
-<code class="sig-name descname">test_build_time_scalar_indexing_structure_for_a_node</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.structure_graph.test_networkgraph.TestNetworkGraph.test_build_time_scalar_indexing_structure_for_a_node" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.tests.structure_graph.test_networkgraph.TestNetworkGraph.test_build_time_scalar_indexing_structure_for_a_node">
+<span class="sig-name descname"><span class="pre">test_build_time_scalar_indexing_structure_for_a_node</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.structure_graph.test_networkgraph.TestNetworkGraph.test_build_time_scalar_indexing_structure_for_a_node" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.tests.structure_graph.test_networkgraph.TestNetworkGraph.test_build_transition_columns_filtering_structure">
-<code class="sig-name descname">test_build_transition_columns_filtering_structure</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.structure_graph.test_networkgraph.TestNetworkGraph.test_build_transition_columns_filtering_structure" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.tests.structure_graph.test_networkgraph.TestNetworkGraph.test_build_transition_columns_filtering_structure">
+<span class="sig-name descname"><span class="pre">test_build_transition_columns_filtering_structure</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.structure_graph.test_networkgraph.TestNetworkGraph.test_build_transition_columns_filtering_structure" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.tests.structure_graph.test_networkgraph.TestNetworkGraph.test_build_transition_scalar_indexing_structure_for_a_node">
-<code class="sig-name descname">test_build_transition_scalar_indexing_structure_for_a_node</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.structure_graph.test_networkgraph.TestNetworkGraph.test_build_transition_scalar_indexing_structure_for_a_node" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.tests.structure_graph.test_networkgraph.TestNetworkGraph.test_build_transition_scalar_indexing_structure_for_a_node">
+<span class="sig-name descname"><span class="pre">test_build_transition_scalar_indexing_structure_for_a_node</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.structure_graph.test_networkgraph.TestNetworkGraph.test_build_transition_scalar_indexing_structure_for_a_node" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.tests.structure_graph.test_networkgraph.TestNetworkGraph.test_fast_init">
-<code class="sig-name descname">test_fast_init</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.structure_graph.test_networkgraph.TestNetworkGraph.test_fast_init" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.tests.structure_graph.test_networkgraph.TestNetworkGraph.test_fast_init">
+<span class="sig-name descname"><span class="pre">test_fast_init</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.structure_graph.test_networkgraph.TestNetworkGraph.test_fast_init" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.tests.structure_graph.test_networkgraph.TestNetworkGraph.test_get_node_indx">
-<code class="sig-name descname">test_get_node_indx</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.structure_graph.test_networkgraph.TestNetworkGraph.test_get_node_indx" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.tests.structure_graph.test_networkgraph.TestNetworkGraph.test_get_node_indx">
+<span class="sig-name descname"><span class="pre">test_get_node_indx</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.structure_graph.test_networkgraph.TestNetworkGraph.test_get_node_indx" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.tests.structure_graph.test_networkgraph.TestNetworkGraph.test_get_ordered_by_indx_set_of_parents">
-<code class="sig-name descname">test_get_ordered_by_indx_set_of_parents</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.structure_graph.test_networkgraph.TestNetworkGraph.test_get_ordered_by_indx_set_of_parents" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.tests.structure_graph.test_networkgraph.TestNetworkGraph.test_get_ordered_by_indx_set_of_parents">
+<span class="sig-name descname"><span class="pre">test_get_ordered_by_indx_set_of_parents</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.structure_graph.test_networkgraph.TestNetworkGraph.test_get_ordered_by_indx_set_of_parents" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.tests.structure_graph.test_networkgraph.TestNetworkGraph.test_get_parents_by_id">
-<code class="sig-name descname">test_get_parents_by_id</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.structure_graph.test_networkgraph.TestNetworkGraph.test_get_parents_by_id" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.tests.structure_graph.test_networkgraph.TestNetworkGraph.test_get_parents_by_id">
+<span class="sig-name descname"><span class="pre">test_get_parents_by_id</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.structure_graph.test_networkgraph.TestNetworkGraph.test_get_parents_by_id" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.tests.structure_graph.test_networkgraph.TestNetworkGraph.test_get_states_number">
-<code class="sig-name descname">test_get_states_number</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.structure_graph.test_networkgraph.TestNetworkGraph.test_get_states_number" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.tests.structure_graph.test_networkgraph.TestNetworkGraph.test_get_states_number">
+<span class="sig-name descname"><span class="pre">test_get_states_number</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.structure_graph.test_networkgraph.TestNetworkGraph.test_get_states_number" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.tests.structure_graph.test_networkgraph.TestNetworkGraph.test_init">
-<code class="sig-name descname">test_init</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.structure_graph.test_networkgraph.TestNetworkGraph.test_init" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.tests.structure_graph.test_networkgraph.TestNetworkGraph.test_init">
+<span class="sig-name descname"><span class="pre">test_init</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.structure_graph.test_networkgraph.TestNetworkGraph.test_init" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
 
 </dd></dl>
@@ -255,58 +259,58 @@
 <section id="module-PyCTBN.tests.structure_graph.test_sample_path">
 <span id="pyctbn-tests-structure-graph-test-sample-path-module"></span><h2>PyCTBN.tests.structure_graph.test_sample_path module<a class="headerlink" href="#module-PyCTBN.tests.structure_graph.test_sample_path" title="Permalink to this headline">¶</a></h2>
 <dl class="py class">
-<dt id="PyCTBN.tests.structure_graph.test_sample_path.TestSamplePath">
-<em class="property">class </em><code class="sig-prename descclassname">PyCTBN.tests.structure_graph.test_sample_path.</code><code class="sig-name descname">TestSamplePath</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">methodName</span><span class="o">=</span><span class="default_value">'runTest'</span></em><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.structure_graph.test_sample_path.TestSamplePath" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.tests.structure_graph.test_sample_path.TestSamplePath">
+<em class="property"><span class="pre">class</span> </em><span class="sig-prename descclassname"><span class="pre">PyCTBN.tests.structure_graph.test_sample_path.</span></span><span class="sig-name descname"><span class="pre">TestSamplePath</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">methodName</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'runTest'</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.structure_graph.test_sample_path.TestSamplePath" title="Permalink to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">unittest.case.TestCase</span></code></p>
 <dl class="py method">
-<dt id="PyCTBN.tests.structure_graph.test_sample_path.TestSamplePath.setUpClass">
-<em class="property">classmethod </em><code class="sig-name descname">setUpClass</code><span class="sig-paren">(</span><span class="sig-paren">)</span> &#x2192; None<a class="headerlink" href="#PyCTBN.tests.structure_graph.test_sample_path.TestSamplePath.setUpClass" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.tests.structure_graph.test_sample_path.TestSamplePath.setUpClass">
+<em class="property"><span class="pre">classmethod</span> </em><span class="sig-name descname"><span class="pre">setUpClass</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> &#x2192; <span class="pre">None</span><a class="headerlink" href="#PyCTBN.tests.structure_graph.test_sample_path.TestSamplePath.setUpClass" title="Permalink to this definition">¶</a></dt>
 <dd><p>Hook method for setting up class fixture before running tests in the class.</p>
 </dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.tests.structure_graph.test_sample_path.TestSamplePath.test_buid_samplepath_no_concatenated_samples">
-<code class="sig-name descname">test_buid_samplepath_no_concatenated_samples</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.structure_graph.test_sample_path.TestSamplePath.test_buid_samplepath_no_concatenated_samples" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.tests.structure_graph.test_sample_path.TestSamplePath.test_buid_samplepath_no_concatenated_samples">
+<span class="sig-name descname"><span class="pre">test_buid_samplepath_no_concatenated_samples</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.structure_graph.test_sample_path.TestSamplePath.test_buid_samplepath_no_concatenated_samples" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.tests.structure_graph.test_sample_path.TestSamplePath.test_buid_samplepath_no_variables">
-<code class="sig-name descname">test_buid_samplepath_no_variables</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.structure_graph.test_sample_path.TestSamplePath.test_buid_samplepath_no_variables" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.tests.structure_graph.test_sample_path.TestSamplePath.test_buid_samplepath_no_variables">
+<span class="sig-name descname"><span class="pre">test_buid_samplepath_no_variables</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.structure_graph.test_sample_path.TestSamplePath.test_buid_samplepath_no_variables" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.tests.structure_graph.test_sample_path.TestSamplePath.test_build_saplepath_no_prior_net_structure">
-<code class="sig-name descname">test_build_saplepath_no_prior_net_structure</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.structure_graph.test_sample_path.TestSamplePath.test_build_saplepath_no_prior_net_structure" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.tests.structure_graph.test_sample_path.TestSamplePath.test_build_saplepath_no_prior_net_structure">
+<span class="sig-name descname"><span class="pre">test_build_saplepath_no_prior_net_structure</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.structure_graph.test_sample_path.TestSamplePath.test_build_saplepath_no_prior_net_structure" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.tests.structure_graph.test_sample_path.TestSamplePath.test_build_structure">
-<code class="sig-name descname">test_build_structure</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.structure_graph.test_sample_path.TestSamplePath.test_build_structure" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.tests.structure_graph.test_sample_path.TestSamplePath.test_build_structure">
+<span class="sig-name descname"><span class="pre">test_build_structure</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.structure_graph.test_sample_path.TestSamplePath.test_build_structure" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.tests.structure_graph.test_sample_path.TestSamplePath.test_build_structure_bad_sorter">
-<code class="sig-name descname">test_build_structure_bad_sorter</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.structure_graph.test_sample_path.TestSamplePath.test_build_structure_bad_sorter" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.tests.structure_graph.test_sample_path.TestSamplePath.test_build_structure_bad_sorter">
+<span class="sig-name descname"><span class="pre">test_build_structure_bad_sorter</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.structure_graph.test_sample_path.TestSamplePath.test_build_structure_bad_sorter" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.tests.structure_graph.test_sample_path.TestSamplePath.test_build_trajectories">
-<code class="sig-name descname">test_build_trajectories</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.structure_graph.test_sample_path.TestSamplePath.test_build_trajectories" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.tests.structure_graph.test_sample_path.TestSamplePath.test_build_trajectories">
+<span class="sig-name descname"><span class="pre">test_build_trajectories</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.structure_graph.test_sample_path.TestSamplePath.test_build_trajectories" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.tests.structure_graph.test_sample_path.TestSamplePath.test_init">
-<code class="sig-name descname">test_init</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.structure_graph.test_sample_path.TestSamplePath.test_init" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.tests.structure_graph.test_sample_path.TestSamplePath.test_init">
+<span class="sig-name descname"><span class="pre">test_init</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.structure_graph.test_sample_path.TestSamplePath.test_init" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.tests.structure_graph.test_sample_path.TestSamplePath.test_init_not_filled_dataframse">
-<code class="sig-name descname">test_init_not_filled_dataframse</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.structure_graph.test_sample_path.TestSamplePath.test_init_not_filled_dataframse" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.tests.structure_graph.test_sample_path.TestSamplePath.test_init_not_filled_dataframse">
+<span class="sig-name descname"><span class="pre">test_init_not_filled_dataframse</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.structure_graph.test_sample_path.TestSamplePath.test_init_not_filled_dataframse" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.tests.structure_graph.test_sample_path.TestSamplePath.test_init_not_initialized_importer">
-<code class="sig-name descname">test_init_not_initialized_importer</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.structure_graph.test_sample_path.TestSamplePath.test_init_not_initialized_importer" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.tests.structure_graph.test_sample_path.TestSamplePath.test_init_not_initialized_importer">
+<span class="sig-name descname"><span class="pre">test_init_not_initialized_importer</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.structure_graph.test_sample_path.TestSamplePath.test_init_not_initialized_importer" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
 
 </dd></dl>
@@ -315,27 +319,27 @@
 <section id="module-PyCTBN.tests.structure_graph.test_setofcims">
 <span id="pyctbn-tests-structure-graph-test-setofcims-module"></span><h2>PyCTBN.tests.structure_graph.test_setofcims module<a class="headerlink" href="#module-PyCTBN.tests.structure_graph.test_setofcims" title="Permalink to this headline">¶</a></h2>
 <dl class="py class">
-<dt id="PyCTBN.tests.structure_graph.test_setofcims.TestSetOfCims">
-<em class="property">class </em><code class="sig-prename descclassname">PyCTBN.tests.structure_graph.test_setofcims.</code><code class="sig-name descname">TestSetOfCims</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">methodName</span><span class="o">=</span><span class="default_value">'runTest'</span></em><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.structure_graph.test_setofcims.TestSetOfCims" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.tests.structure_graph.test_setofcims.TestSetOfCims">
+<em class="property"><span class="pre">class</span> </em><span class="sig-prename descclassname"><span class="pre">PyCTBN.tests.structure_graph.test_setofcims.</span></span><span class="sig-name descname"><span class="pre">TestSetOfCims</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">methodName</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'runTest'</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.structure_graph.test_setofcims.TestSetOfCims" title="Permalink to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">unittest.case.TestCase</span></code></p>
 <dl class="py method">
-<dt id="PyCTBN.tests.structure_graph.test_setofcims.TestSetOfCims.another_filtering_method">
-<code class="sig-name descname">another_filtering_method</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">p_combs</span></em>, <em class="sig-param"><span class="n">mask</span></em>, <em class="sig-param"><span class="n">parent_value</span></em><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.structure_graph.test_setofcims.TestSetOfCims.another_filtering_method" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.tests.structure_graph.test_setofcims.TestSetOfCims.another_filtering_method">
+<span class="sig-name descname"><span class="pre">another_filtering_method</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">p_combs</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">mask</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">parent_value</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.structure_graph.test_setofcims.TestSetOfCims.another_filtering_method" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.tests.structure_graph.test_setofcims.TestSetOfCims.aux_test_build_cims">
-<code class="sig-name descname">aux_test_build_cims</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">node_id</span></em>, <em class="sig-param"><span class="n">p_values</span></em>, <em class="sig-param"><span class="n">node_states</span></em>, <em class="sig-param"><span class="n">p_combs</span></em><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.structure_graph.test_setofcims.TestSetOfCims.aux_test_build_cims" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.tests.structure_graph.test_setofcims.TestSetOfCims.aux_test_build_cims">
+<span class="sig-name descname"><span class="pre">aux_test_build_cims</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">node_id</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">p_values</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">node_states</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">p_combs</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.structure_graph.test_setofcims.TestSetOfCims.aux_test_build_cims" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.tests.structure_graph.test_setofcims.TestSetOfCims.aux_test_init">
-<code class="sig-name descname">aux_test_init</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">node_id</span></em>, <em class="sig-param"><span class="n">parents_states_number</span></em>, <em class="sig-param"><span class="n">node_states_number</span></em>, <em class="sig-param"><span class="n">p_combs</span></em><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.structure_graph.test_setofcims.TestSetOfCims.aux_test_init" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.tests.structure_graph.test_setofcims.TestSetOfCims.aux_test_init">
+<span class="sig-name descname"><span class="pre">aux_test_init</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">node_id</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">parents_states_number</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">node_states_number</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">p_combs</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.structure_graph.test_setofcims.TestSetOfCims.aux_test_init" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.tests.structure_graph.test_setofcims.TestSetOfCims.build_p_comb_structure_for_a_node">
-<code class="sig-name descname">build_p_comb_structure_for_a_node</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">parents_values</span></em><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.structure_graph.test_setofcims.TestSetOfCims.build_p_comb_structure_for_a_node" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.tests.structure_graph.test_setofcims.TestSetOfCims.build_p_comb_structure_for_a_node">
+<span class="sig-name descname"><span class="pre">build_p_comb_structure_for_a_node</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">parents_values</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.structure_graph.test_setofcims.TestSetOfCims.build_p_comb_structure_for_a_node" title="Permalink to this definition">¶</a></dt>
 <dd><p>Builds the combinatory structure that contains the combinations of all the values contained in parents_values.</p>
 <dl class="simple">
 <dt>Parameters:</dt><dd><p>parents_values: the cardinalities of the nodes</p>
@@ -346,24 +350,24 @@
 </dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.tests.structure_graph.test_setofcims.TestSetOfCims.setUpClass">
-<em class="property">classmethod </em><code class="sig-name descname">setUpClass</code><span class="sig-paren">(</span><span class="sig-paren">)</span> &#x2192; None<a class="headerlink" href="#PyCTBN.tests.structure_graph.test_setofcims.TestSetOfCims.setUpClass" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.tests.structure_graph.test_setofcims.TestSetOfCims.setUpClass">
+<em class="property"><span class="pre">classmethod</span> </em><span class="sig-name descname"><span class="pre">setUpClass</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> &#x2192; <span class="pre">None</span><a class="headerlink" href="#PyCTBN.tests.structure_graph.test_setofcims.TestSetOfCims.setUpClass" title="Permalink to this definition">¶</a></dt>
 <dd><p>Hook method for setting up class fixture before running tests in the class.</p>
 </dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.tests.structure_graph.test_setofcims.TestSetOfCims.test_build_cims">
-<code class="sig-name descname">test_build_cims</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.structure_graph.test_setofcims.TestSetOfCims.test_build_cims" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.tests.structure_graph.test_setofcims.TestSetOfCims.test_build_cims">
+<span class="sig-name descname"><span class="pre">test_build_cims</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.structure_graph.test_setofcims.TestSetOfCims.test_build_cims" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.tests.structure_graph.test_setofcims.TestSetOfCims.test_filter_cims_with_mask">
-<code class="sig-name descname">test_filter_cims_with_mask</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.structure_graph.test_setofcims.TestSetOfCims.test_filter_cims_with_mask" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.tests.structure_graph.test_setofcims.TestSetOfCims.test_filter_cims_with_mask">
+<span class="sig-name descname"><span class="pre">test_filter_cims_with_mask</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.structure_graph.test_setofcims.TestSetOfCims.test_filter_cims_with_mask" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.tests.structure_graph.test_setofcims.TestSetOfCims.test_init">
-<code class="sig-name descname">test_init</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.structure_graph.test_setofcims.TestSetOfCims.test_init" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.tests.structure_graph.test_setofcims.TestSetOfCims.test_init">
+<span class="sig-name descname"><span class="pre">test_init</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.structure_graph.test_setofcims.TestSetOfCims.test_init" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
 
 </dd></dl>
@@ -372,53 +376,53 @@
 <section id="module-PyCTBN.tests.structure_graph.test_structure">
 <span id="pyctbn-tests-structure-graph-test-structure-module"></span><h2>PyCTBN.tests.structure_graph.test_structure module<a class="headerlink" href="#module-PyCTBN.tests.structure_graph.test_structure" title="Permalink to this headline">¶</a></h2>
 <dl class="py class">
-<dt id="PyCTBN.tests.structure_graph.test_structure.TestStructure">
-<em class="property">class </em><code class="sig-prename descclassname">PyCTBN.tests.structure_graph.test_structure.</code><code class="sig-name descname">TestStructure</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">methodName</span><span class="o">=</span><span class="default_value">'runTest'</span></em><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.structure_graph.test_structure.TestStructure" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.tests.structure_graph.test_structure.TestStructure">
+<em class="property"><span class="pre">class</span> </em><span class="sig-prename descclassname"><span class="pre">PyCTBN.tests.structure_graph.test_structure.</span></span><span class="sig-name descname"><span class="pre">TestStructure</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">methodName</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'runTest'</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.structure_graph.test_structure.TestStructure" title="Permalink to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">unittest.case.TestCase</span></code></p>
 <dl class="py method">
-<dt id="PyCTBN.tests.structure_graph.test_structure.TestStructure.setUpClass">
-<em class="property">classmethod </em><code class="sig-name descname">setUpClass</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.structure_graph.test_structure.TestStructure.setUpClass" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.tests.structure_graph.test_structure.TestStructure.setUpClass">
+<em class="property"><span class="pre">classmethod</span> </em><span class="sig-name descname"><span class="pre">setUpClass</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.structure_graph.test_structure.TestStructure.setUpClass" title="Permalink to this definition">¶</a></dt>
 <dd><p>Hook method for setting up class fixture before running tests in the class.</p>
 </dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.tests.structure_graph.test_structure.TestStructure.test_edges_operations">
-<code class="sig-name descname">test_edges_operations</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.structure_graph.test_structure.TestStructure.test_edges_operations" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.tests.structure_graph.test_structure.TestStructure.test_edges_operations">
+<span class="sig-name descname"><span class="pre">test_edges_operations</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.structure_graph.test_structure.TestStructure.test_edges_operations" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.tests.structure_graph.test_structure.TestStructure.test_equality">
-<code class="sig-name descname">test_equality</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.structure_graph.test_structure.TestStructure.test_equality" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.tests.structure_graph.test_structure.TestStructure.test_equality">
+<span class="sig-name descname"><span class="pre">test_equality</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.structure_graph.test_structure.TestStructure.test_equality" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.tests.structure_graph.test_structure.TestStructure.test_get_node_id">
-<code class="sig-name descname">test_get_node_id</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.structure_graph.test_structure.TestStructure.test_get_node_id" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.tests.structure_graph.test_structure.TestStructure.test_get_node_id">
+<span class="sig-name descname"><span class="pre">test_get_node_id</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.structure_graph.test_structure.TestStructure.test_get_node_id" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.tests.structure_graph.test_structure.TestStructure.test_get_node_indx">
-<code class="sig-name descname">test_get_node_indx</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.structure_graph.test_structure.TestStructure.test_get_node_indx" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.tests.structure_graph.test_structure.TestStructure.test_get_node_indx">
+<span class="sig-name descname"><span class="pre">test_get_node_indx</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.structure_graph.test_structure.TestStructure.test_get_node_indx" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.tests.structure_graph.test_structure.TestStructure.test_get_positional_node_indx">
-<code class="sig-name descname">test_get_positional_node_indx</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.structure_graph.test_structure.TestStructure.test_get_positional_node_indx" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.tests.structure_graph.test_structure.TestStructure.test_get_positional_node_indx">
+<span class="sig-name descname"><span class="pre">test_get_positional_node_indx</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.structure_graph.test_structure.TestStructure.test_get_positional_node_indx" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.tests.structure_graph.test_structure.TestStructure.test_get_states_number">
-<code class="sig-name descname">test_get_states_number</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.structure_graph.test_structure.TestStructure.test_get_states_number" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.tests.structure_graph.test_structure.TestStructure.test_get_states_number">
+<span class="sig-name descname"><span class="pre">test_get_states_number</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.structure_graph.test_structure.TestStructure.test_get_states_number" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.tests.structure_graph.test_structure.TestStructure.test_init">
-<code class="sig-name descname">test_init</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.structure_graph.test_structure.TestStructure.test_init" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.tests.structure_graph.test_structure.TestStructure.test_init">
+<span class="sig-name descname"><span class="pre">test_init</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.structure_graph.test_structure.TestStructure.test_init" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.tests.structure_graph.test_structure.TestStructure.test_repr">
-<code class="sig-name descname">test_repr</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.structure_graph.test_structure.TestStructure.test_repr" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.tests.structure_graph.test_structure.TestStructure.test_repr">
+<span class="sig-name descname"><span class="pre">test_repr</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.structure_graph.test_structure.TestStructure.test_repr" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
 
 </dd></dl>
@@ -427,22 +431,23 @@
 <section id="module-PyCTBN.tests.structure_graph.test_trajectory">
 <span id="pyctbn-tests-structure-graph-test-trajectory-module"></span><h2>PyCTBN.tests.structure_graph.test_trajectory module<a class="headerlink" href="#module-PyCTBN.tests.structure_graph.test_trajectory" title="Permalink to this headline">¶</a></h2>
 <dl class="py class">
-<dt id="PyCTBN.tests.structure_graph.test_trajectory.TestTrajectory">
-<em class="property">class </em><code class="sig-prename descclassname">PyCTBN.tests.structure_graph.test_trajectory.</code><code class="sig-name descname">TestTrajectory</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">methodName</span><span class="o">=</span><span class="default_value">'runTest'</span></em><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.structure_graph.test_trajectory.TestTrajectory" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.tests.structure_graph.test_trajectory.TestTrajectory">
+<em class="property"><span class="pre">class</span> </em><span class="sig-prename descclassname"><span class="pre">PyCTBN.tests.structure_graph.test_trajectory.</span></span><span class="sig-name descname"><span class="pre">TestTrajectory</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">methodName</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'runTest'</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.structure_graph.test_trajectory.TestTrajectory" title="Permalink to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">unittest.case.TestCase</span></code></p>
 <dl class="py method">
-<dt id="PyCTBN.tests.structure_graph.test_trajectory.TestTrajectory.setUpClass">
-<em class="property">classmethod </em><code class="sig-name descname">setUpClass</code><span class="sig-paren">(</span><span class="sig-paren">)</span> &#x2192; None<a class="headerlink" href="#PyCTBN.tests.structure_graph.test_trajectory.TestTrajectory.setUpClass" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.tests.structure_graph.test_trajectory.TestTrajectory.setUpClass">
+<em class="property"><span class="pre">classmethod</span> </em><span class="sig-name descname"><span class="pre">setUpClass</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> &#x2192; <span class="pre">None</span><a class="headerlink" href="#PyCTBN.tests.structure_graph.test_trajectory.TestTrajectory.setUpClass" title="Permalink to this definition">¶</a></dt>
 <dd><p>Hook method for setting up class fixture before running tests in the class.</p>
 </dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.tests.structure_graph.test_trajectory.TestTrajectory.test_init">
-<code class="sig-name descname">test_init</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.structure_graph.test_trajectory.TestTrajectory.test_init" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.tests.structure_graph.test_trajectory.TestTrajectory.test_init">
+<span class="sig-name descname"><span class="pre">test_init</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.structure_graph.test_trajectory.TestTrajectory.test_init" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
 
 </dd></dl>
 
+
 </section>
 <section id="module-PyCTBN.tests.structure_graph">
 <span id="module-contents"></span><h2>Module contents<a class="headerlink" href="#module-PyCTBN.tests.structure_graph" title="Permalink to this headline">¶</a></h2>
@@ -477,6 +482,9 @@
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
         };
+    </script>
+    <script type="text/javascript" src="_static/documentation_options.js">
+
     </script>
     <script type="text/javascript" src="_static/jquery.js">
 
@@ -487,9 +495,6 @@
     <script type="text/javascript" src="_static/doctools.js">
 
     </script>
-    <script type="text/javascript" src="_static/language_data.js">
-
-    </script>
 
   
 
diff --git a/docs/PyCTBN.tests.utility.html b/docs/PyCTBN.tests.utility.html
index 606ce71..6e10516 100644
--- a/docs/PyCTBN.tests.utility.html
+++ b/docs/PyCTBN.tests.utility.html
@@ -19,6 +19,10 @@
     <link rel="stylesheet" href="_static/css/pdj.css" type="text/css" />
 
   
+    <link rel="stylesheet" href="_static/pygments.css" type="text/css" />
+  
+    <link rel="stylesheet" href="_static/css/pdj.css" type="text/css" />
+  
 
   
 
@@ -120,27 +124,27 @@
 <section id="module-PyCTBN.tests.utility.test_cache">
 <span id="pyctbn-tests-utility-test-cache-module"></span><h2>PyCTBN.tests.utility.test_cache module<a class="headerlink" href="#module-PyCTBN.tests.utility.test_cache" title="Permalink to this headline">¶</a></h2>
 <dl class="py class">
-<dt id="PyCTBN.tests.utility.test_cache.TestCache">
-<em class="property">class </em><code class="sig-prename descclassname">PyCTBN.tests.utility.test_cache.</code><code class="sig-name descname">TestCache</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">methodName</span><span class="o">=</span><span class="default_value">'runTest'</span></em><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.utility.test_cache.TestCache" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.tests.utility.test_cache.TestCache">
+<em class="property"><span class="pre">class</span> </em><span class="sig-prename descclassname"><span class="pre">PyCTBN.tests.utility.test_cache.</span></span><span class="sig-name descname"><span class="pre">TestCache</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">methodName</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'runTest'</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.utility.test_cache.TestCache" title="Permalink to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">unittest.case.TestCase</span></code></p>
 <dl class="py method">
-<dt id="PyCTBN.tests.utility.test_cache.TestCache.test_clear">
-<code class="sig-name descname">test_clear</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.utility.test_cache.TestCache.test_clear" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.tests.utility.test_cache.TestCache.test_clear">
+<span class="sig-name descname"><span class="pre">test_clear</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.utility.test_cache.TestCache.test_clear" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.tests.utility.test_cache.TestCache.test_find">
-<code class="sig-name descname">test_find</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.utility.test_cache.TestCache.test_find" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.tests.utility.test_cache.TestCache.test_find">
+<span class="sig-name descname"><span class="pre">test_find</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.utility.test_cache.TestCache.test_find" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.tests.utility.test_cache.TestCache.test_init">
-<code class="sig-name descname">test_init</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.utility.test_cache.TestCache.test_init" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.tests.utility.test_cache.TestCache.test_init">
+<span class="sig-name descname"><span class="pre">test_init</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.utility.test_cache.TestCache.test_init" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.tests.utility.test_cache.TestCache.test_put">
-<code class="sig-name descname">test_put</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.utility.test_cache.TestCache.test_put" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.tests.utility.test_cache.TestCache.test_put">
+<span class="sig-name descname"><span class="pre">test_put</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.utility.test_cache.TestCache.test_put" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
 
 </dd></dl>
@@ -149,108 +153,108 @@
 <section id="module-PyCTBN.tests.utility.test_json_importer">
 <span id="pyctbn-tests-utility-test-json-importer-module"></span><h2>PyCTBN.tests.utility.test_json_importer module<a class="headerlink" href="#module-PyCTBN.tests.utility.test_json_importer" title="Permalink to this headline">¶</a></h2>
 <dl class="py class">
-<dt id="PyCTBN.tests.utility.test_json_importer.TestJsonImporter">
-<em class="property">class </em><code class="sig-prename descclassname">PyCTBN.tests.utility.test_json_importer.</code><code class="sig-name descname">TestJsonImporter</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">methodName</span><span class="o">=</span><span class="default_value">'runTest'</span></em><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.utility.test_json_importer.TestJsonImporter" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.tests.utility.test_json_importer.TestJsonImporter">
+<em class="property"><span class="pre">class</span> </em><span class="sig-prename descclassname"><span class="pre">PyCTBN.tests.utility.test_json_importer.</span></span><span class="sig-name descname"><span class="pre">TestJsonImporter</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">methodName</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'runTest'</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.utility.test_json_importer.TestJsonImporter" title="Permalink to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">unittest.case.TestCase</span></code></p>
 <dl class="py method">
-<dt id="PyCTBN.tests.utility.test_json_importer.TestJsonImporter.ordered">
-<code class="sig-name descname">ordered</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">obj</span></em><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.utility.test_json_importer.TestJsonImporter.ordered" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.tests.utility.test_json_importer.TestJsonImporter.ordered">
+<span class="sig-name descname"><span class="pre">ordered</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">obj</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.utility.test_json_importer.TestJsonImporter.ordered" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.tests.utility.test_json_importer.TestJsonImporter.setUpClass">
-<em class="property">classmethod </em><code class="sig-name descname">setUpClass</code><span class="sig-paren">(</span><span class="sig-paren">)</span> &#x2192; None<a class="headerlink" href="#PyCTBN.tests.utility.test_json_importer.TestJsonImporter.setUpClass" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.tests.utility.test_json_importer.TestJsonImporter.setUpClass">
+<em class="property"><span class="pre">classmethod</span> </em><span class="sig-name descname"><span class="pre">setUpClass</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> &#x2192; <span class="pre">None</span><a class="headerlink" href="#PyCTBN.tests.utility.test_json_importer.TestJsonImporter.setUpClass" title="Permalink to this definition">¶</a></dt>
 <dd><p>Hook method for setting up class fixture before running tests in the class.</p>
 </dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.tests.utility.test_json_importer.TestJsonImporter.test_build_sorter">
-<code class="sig-name descname">test_build_sorter</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.utility.test_json_importer.TestJsonImporter.test_build_sorter" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.tests.utility.test_json_importer.TestJsonImporter.test_build_sorter">
+<span class="sig-name descname"><span class="pre">test_build_sorter</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.utility.test_json_importer.TestJsonImporter.test_build_sorter" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.tests.utility.test_json_importer.TestJsonImporter.test_clear_concatenated_frame">
-<code class="sig-name descname">test_clear_concatenated_frame</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.utility.test_json_importer.TestJsonImporter.test_clear_concatenated_frame" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.tests.utility.test_json_importer.TestJsonImporter.test_clear_concatenated_frame">
+<span class="sig-name descname"><span class="pre">test_clear_concatenated_frame</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.utility.test_json_importer.TestJsonImporter.test_clear_concatenated_frame" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.tests.utility.test_json_importer.TestJsonImporter.test_clear_data_frame_list">
-<code class="sig-name descname">test_clear_data_frame_list</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.utility.test_json_importer.TestJsonImporter.test_clear_data_frame_list" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.tests.utility.test_json_importer.TestJsonImporter.test_clear_data_frame_list">
+<span class="sig-name descname"><span class="pre">test_clear_data_frame_list</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.utility.test_json_importer.TestJsonImporter.test_clear_data_frame_list" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.tests.utility.test_json_importer.TestJsonImporter.test_compute_row_delta_in_all_frames">
-<code class="sig-name descname">test_compute_row_delta_in_all_frames</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.utility.test_json_importer.TestJsonImporter.test_compute_row_delta_in_all_frames" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.tests.utility.test_json_importer.TestJsonImporter.test_compute_row_delta_in_all_frames">
+<span class="sig-name descname"><span class="pre">test_compute_row_delta_in_all_frames</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.utility.test_json_importer.TestJsonImporter.test_compute_row_delta_in_all_frames" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.tests.utility.test_json_importer.TestJsonImporter.test_compute_row_delta_in_all_frames_not_init_sorter">
-<code class="sig-name descname">test_compute_row_delta_in_all_frames_not_init_sorter</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.utility.test_json_importer.TestJsonImporter.test_compute_row_delta_in_all_frames_not_init_sorter" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.tests.utility.test_json_importer.TestJsonImporter.test_compute_row_delta_in_all_frames_not_init_sorter">
+<span class="sig-name descname"><span class="pre">test_compute_row_delta_in_all_frames_not_init_sorter</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.utility.test_json_importer.TestJsonImporter.test_compute_row_delta_in_all_frames_not_init_sorter" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.tests.utility.test_json_importer.TestJsonImporter.test_compute_row_delta_single_samples_frame">
-<code class="sig-name descname">test_compute_row_delta_single_samples_frame</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.utility.test_json_importer.TestJsonImporter.test_compute_row_delta_single_samples_frame" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.tests.utility.test_json_importer.TestJsonImporter.test_compute_row_delta_single_samples_frame">
+<span class="sig-name descname"><span class="pre">test_compute_row_delta_single_samples_frame</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.utility.test_json_importer.TestJsonImporter.test_compute_row_delta_single_samples_frame" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.tests.utility.test_json_importer.TestJsonImporter.test_dataset_id">
-<code class="sig-name descname">test_dataset_id</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.utility.test_json_importer.TestJsonImporter.test_dataset_id" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.tests.utility.test_json_importer.TestJsonImporter.test_dataset_id">
+<span class="sig-name descname"><span class="pre">test_dataset_id</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.utility.test_json_importer.TestJsonImporter.test_dataset_id" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.tests.utility.test_json_importer.TestJsonImporter.test_file_path">
-<code class="sig-name descname">test_file_path</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.utility.test_json_importer.TestJsonImporter.test_file_path" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.tests.utility.test_json_importer.TestJsonImporter.test_file_path">
+<span class="sig-name descname"><span class="pre">test_file_path</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.utility.test_json_importer.TestJsonImporter.test_file_path" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.tests.utility.test_json_importer.TestJsonImporter.test_import_data">
-<code class="sig-name descname">test_import_data</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.utility.test_json_importer.TestJsonImporter.test_import_data" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.tests.utility.test_json_importer.TestJsonImporter.test_import_data">
+<span class="sig-name descname"><span class="pre">test_import_data</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.utility.test_json_importer.TestJsonImporter.test_import_data" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.tests.utility.test_json_importer.TestJsonImporter.test_import_sampled_cims">
-<code class="sig-name descname">test_import_sampled_cims</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.utility.test_json_importer.TestJsonImporter.test_import_sampled_cims" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.tests.utility.test_json_importer.TestJsonImporter.test_import_sampled_cims">
+<span class="sig-name descname"><span class="pre">test_import_sampled_cims</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.utility.test_json_importer.TestJsonImporter.test_import_sampled_cims" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.tests.utility.test_json_importer.TestJsonImporter.test_import_structure">
-<code class="sig-name descname">test_import_structure</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.utility.test_json_importer.TestJsonImporter.test_import_structure" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.tests.utility.test_json_importer.TestJsonImporter.test_import_structure">
+<span class="sig-name descname"><span class="pre">test_import_structure</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.utility.test_json_importer.TestJsonImporter.test_import_structure" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.tests.utility.test_json_importer.TestJsonImporter.test_import_variables">
-<code class="sig-name descname">test_import_variables</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.utility.test_json_importer.TestJsonImporter.test_import_variables" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.tests.utility.test_json_importer.TestJsonImporter.test_import_variables">
+<span class="sig-name descname"><span class="pre">test_import_variables</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.utility.test_json_importer.TestJsonImporter.test_import_variables" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.tests.utility.test_json_importer.TestJsonImporter.test_init">
-<code class="sig-name descname">test_init</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.utility.test_json_importer.TestJsonImporter.test_init" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.tests.utility.test_json_importer.TestJsonImporter.test_init">
+<span class="sig-name descname"><span class="pre">test_init</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.utility.test_json_importer.TestJsonImporter.test_init" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.tests.utility.test_json_importer.TestJsonImporter.test_normalize_trajectories">
-<code class="sig-name descname">test_normalize_trajectories</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.utility.test_json_importer.TestJsonImporter.test_normalize_trajectories" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.tests.utility.test_json_importer.TestJsonImporter.test_normalize_trajectories">
+<span class="sig-name descname"><span class="pre">test_normalize_trajectories</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.utility.test_json_importer.TestJsonImporter.test_normalize_trajectories" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.tests.utility.test_json_importer.TestJsonImporter.test_normalize_trajectories_wrong_indx">
-<code class="sig-name descname">test_normalize_trajectories_wrong_indx</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.utility.test_json_importer.TestJsonImporter.test_normalize_trajectories_wrong_indx" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.tests.utility.test_json_importer.TestJsonImporter.test_normalize_trajectories_wrong_indx">
+<span class="sig-name descname"><span class="pre">test_normalize_trajectories_wrong_indx</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.utility.test_json_importer.TestJsonImporter.test_normalize_trajectories_wrong_indx" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.tests.utility.test_json_importer.TestJsonImporter.test_normalize_trajectories_wrong_key">
-<code class="sig-name descname">test_normalize_trajectories_wrong_key</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.utility.test_json_importer.TestJsonImporter.test_normalize_trajectories_wrong_key" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.tests.utility.test_json_importer.TestJsonImporter.test_normalize_trajectories_wrong_key">
+<span class="sig-name descname"><span class="pre">test_normalize_trajectories_wrong_key</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.utility.test_json_importer.TestJsonImporter.test_normalize_trajectories_wrong_key" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.tests.utility.test_json_importer.TestJsonImporter.test_read_json_file_found">
-<code class="sig-name descname">test_read_json_file_found</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.utility.test_json_importer.TestJsonImporter.test_read_json_file_found" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.tests.utility.test_json_importer.TestJsonImporter.test_read_json_file_found">
+<span class="sig-name descname"><span class="pre">test_read_json_file_found</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.utility.test_json_importer.TestJsonImporter.test_read_json_file_found" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.tests.utility.test_json_importer.TestJsonImporter.test_read_json_file_not_found">
-<code class="sig-name descname">test_read_json_file_not_found</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.utility.test_json_importer.TestJsonImporter.test_read_json_file_not_found" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.tests.utility.test_json_importer.TestJsonImporter.test_read_json_file_not_found">
+<span class="sig-name descname"><span class="pre">test_read_json_file_not_found</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.utility.test_json_importer.TestJsonImporter.test_read_json_file_not_found" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
 
 </dd></dl>
@@ -259,28 +263,28 @@
 <section id="module-PyCTBN.tests.utility.test_sample_importer">
 <span id="pyctbn-tests-utility-test-sample-importer-module"></span><h2>PyCTBN.tests.utility.test_sample_importer module<a class="headerlink" href="#module-PyCTBN.tests.utility.test_sample_importer" title="Permalink to this headline">¶</a></h2>
 <dl class="py class">
-<dt id="PyCTBN.tests.utility.test_sample_importer.TestSampleImporter">
-<em class="property">class </em><code class="sig-prename descclassname">PyCTBN.tests.utility.test_sample_importer.</code><code class="sig-name descname">TestSampleImporter</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">methodName</span><span class="o">=</span><span class="default_value">'runTest'</span></em><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.utility.test_sample_importer.TestSampleImporter" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.tests.utility.test_sample_importer.TestSampleImporter">
+<em class="property"><span class="pre">class</span> </em><span class="sig-prename descclassname"><span class="pre">PyCTBN.tests.utility.test_sample_importer.</span></span><span class="sig-name descname"><span class="pre">TestSampleImporter</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">methodName</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'runTest'</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.utility.test_sample_importer.TestSampleImporter" title="Permalink to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">unittest.case.TestCase</span></code></p>
 <dl class="py method">
-<dt id="PyCTBN.tests.utility.test_sample_importer.TestSampleImporter.ordered">
-<code class="sig-name descname">ordered</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">obj</span></em><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.utility.test_sample_importer.TestSampleImporter.ordered" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.tests.utility.test_sample_importer.TestSampleImporter.ordered">
+<span class="sig-name descname"><span class="pre">ordered</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">obj</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.utility.test_sample_importer.TestSampleImporter.ordered" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.tests.utility.test_sample_importer.TestSampleImporter.setUpClass">
-<em class="property">classmethod </em><code class="sig-name descname">setUpClass</code><span class="sig-paren">(</span><span class="sig-paren">)</span> &#x2192; None<a class="headerlink" href="#PyCTBN.tests.utility.test_sample_importer.TestSampleImporter.setUpClass" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.tests.utility.test_sample_importer.TestSampleImporter.setUpClass">
+<em class="property"><span class="pre">classmethod</span> </em><span class="sig-name descname"><span class="pre">setUpClass</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> &#x2192; <span class="pre">None</span><a class="headerlink" href="#PyCTBN.tests.utility.test_sample_importer.TestSampleImporter.setUpClass" title="Permalink to this definition">¶</a></dt>
 <dd><p>Hook method for setting up class fixture before running tests in the class.</p>
 </dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.tests.utility.test_sample_importer.TestSampleImporter.test_init">
-<code class="sig-name descname">test_init</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.utility.test_sample_importer.TestSampleImporter.test_init" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.tests.utility.test_sample_importer.TestSampleImporter.test_init">
+<span class="sig-name descname"><span class="pre">test_init</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.utility.test_sample_importer.TestSampleImporter.test_init" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
-<dt id="PyCTBN.tests.utility.test_sample_importer.TestSampleImporter.test_order">
-<code class="sig-name descname">test_order</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.utility.test_sample_importer.TestSampleImporter.test_order" title="Permalink to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="PyCTBN.tests.utility.test_sample_importer.TestSampleImporter.test_order">
+<span class="sig-name descname"><span class="pre">test_order</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.utility.test_sample_importer.TestSampleImporter.test_order" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
 
 </dd></dl>
@@ -319,6 +323,9 @@
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
         };
+    </script>
+    <script type="text/javascript" src="_static/documentation_options.js">
+
     </script>
     <script type="text/javascript" src="_static/jquery.js">
 
@@ -329,9 +336,6 @@
     <script type="text/javascript" src="_static/doctools.js">
 
     </script>
-    <script type="text/javascript" src="_static/language_data.js">
-
-    </script>
 
   
 
diff --git a/docs/_sources/PyCTBN.PyCTBN.structure_graph.rst.txt b/docs/_sources/PyCTBN.PyCTBN.structure_graph.rst.txt
index c236017..f00477b 100644
--- a/docs/_sources/PyCTBN.PyCTBN.structure_graph.rst.txt
+++ b/docs/_sources/PyCTBN.PyCTBN.structure_graph.rst.txt
@@ -12,6 +12,14 @@ PyCTBN.PyCTBN.structure\_graph.conditional\_intensity\_matrix module
    :undoc-members:
    :show-inheritance:
 
+PyCTBN.PyCTBN.structure\_graph.network\_generator module
+--------------------------------------------------------
+
+.. automodule:: PyCTBN.PyCTBN.structure_graph.network_generator
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
 PyCTBN.PyCTBN.structure\_graph.network\_graph module
 ----------------------------------------------------
 
@@ -52,6 +60,14 @@ PyCTBN.PyCTBN.structure\_graph.trajectory module
    :undoc-members:
    :show-inheritance:
 
+PyCTBN.PyCTBN.structure\_graph.trajectory\_generator module
+-----------------------------------------------------------
+
+.. automodule:: PyCTBN.PyCTBN.structure_graph.trajectory_generator
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
 Module contents
 ---------------
 
diff --git a/docs/_sources/PyCTBN.PyCTBN.utility.rst.txt b/docs/_sources/PyCTBN.PyCTBN.utility.rst.txt
index 1a8a33d..d804edf 100644
--- a/docs/_sources/PyCTBN.PyCTBN.utility.rst.txt
+++ b/docs/_sources/PyCTBN.PyCTBN.utility.rst.txt
@@ -4,6 +4,14 @@ PyCTBN.PyCTBN.utility package
 Submodules
 ----------
 
+PyCTBN.PyCTBN.utility.abstract\_exporter module
+-----------------------------------------------
+
+.. automodule:: PyCTBN.PyCTBN.utility.abstract_exporter
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
 PyCTBN.PyCTBN.utility.abstract\_importer module
 -----------------------------------------------
 
@@ -20,6 +28,14 @@ PyCTBN.PyCTBN.utility.cache module
    :undoc-members:
    :show-inheritance:
 
+PyCTBN.PyCTBN.utility.json\_exporter module
+-------------------------------------------
+
+.. automodule:: PyCTBN.PyCTBN.utility.json_exporter
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
 PyCTBN.PyCTBN.utility.json\_importer module
 -------------------------------------------
 
diff --git a/docs/_sources/PyCTBN.rst.txt b/docs/_sources/PyCTBN.rst.txt
index db94109..3aaa3ce 100644
--- a/docs/_sources/PyCTBN.rst.txt
+++ b/docs/_sources/PyCTBN.rst.txt
@@ -8,10 +8,27 @@ Subpackages
    :maxdepth: 4
 
    PyCTBN.PyCTBN
+   PyCTBN.tests
 
 Submodules
 ----------
 
+PyCTBN.basic\_main module
+-------------------------
+
+.. automodule:: PyCTBN.basic_main
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+PyCTBN.setup module
+-------------------
+
+.. automodule:: PyCTBN.setup
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
 Module contents
 ---------------
 
diff --git a/docs/_sources/PyCTBN.tests.structure_graph.rst.txt b/docs/_sources/PyCTBN.tests.structure_graph.rst.txt
index 257d48d..7240498 100644
--- a/docs/_sources/PyCTBN.tests.structure_graph.rst.txt
+++ b/docs/_sources/PyCTBN.tests.structure_graph.rst.txt
@@ -12,6 +12,14 @@ PyCTBN.tests.structure\_graph.test\_cim module
    :undoc-members:
    :show-inheritance:
 
+PyCTBN.tests.structure\_graph.test\_networkgenerator module
+-----------------------------------------------------------
+
+.. automodule:: PyCTBN.tests.structure_graph.test_networkgenerator
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
 PyCTBN.tests.structure\_graph.test\_networkgraph module
 -------------------------------------------------------
 
@@ -52,6 +60,14 @@ PyCTBN.tests.structure\_graph.test\_trajectory module
    :undoc-members:
    :show-inheritance:
 
+PyCTBN.tests.structure\_graph.test\_trajectorygenerator module
+--------------------------------------------------------------
+
+.. automodule:: PyCTBN.tests.structure_graph.test_trajectorygenerator
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
 Module contents
 ---------------
 
diff --git a/docs/_sources/example.rst.txt b/docs/_sources/example.rst.txt
new file mode 100644
index 0000000..7789de1
--- /dev/null
+++ b/docs/_sources/example.rst.txt
@@ -0,0 +1,7 @@
+example module
+==============
+
+.. automodule:: example
+   :members:
+   :undoc-members:
+   :show-inheritance:
diff --git a/docs/_sources/modules.rst.txt b/docs/_sources/modules.rst.txt
index 4ec310b..aa7e7d5 100644
--- a/docs/_sources/modules.rst.txt
+++ b/docs/_sources/modules.rst.txt
@@ -4,5 +4,6 @@ PyCTBN
 .. toctree::
    :maxdepth: 4
 
-   PyCTBN.PyCTBN
-   examples
+   PyCTBN
+   example
+   setup
diff --git a/docs/_static/basic.css b/docs/_static/basic.css
index 24a49f0..aa9df31 100644
--- a/docs/_static/basic.css
+++ b/docs/_static/basic.css
@@ -4,7 +4,7 @@
  *
  * Sphinx stylesheet -- basic theme.
  *
- * :copyright: Copyright 2007-2020 by the Sphinx team, see AUTHORS.
+ * :copyright: Copyright 2007-2021 by the Sphinx team, see AUTHORS.
  * :license: BSD, see LICENSE for details.
  *
  */
@@ -130,7 +130,7 @@ ul.search li a {
     font-weight: bold;
 }
 
-ul.search li div.context {
+ul.search li p.context {
     color: #888;
     margin: 2px 0 0 30px;
     text-align: left;
@@ -277,25 +277,25 @@ p.rubric {
     font-weight: bold;
 }
 
-img.align-left, .figure.align-left, object.align-left {
+img.align-left, figure.align-left, .figure.align-left, object.align-left {
     clear: left;
     float: left;
     margin-right: 1em;
 }
 
-img.align-right, .figure.align-right, object.align-right {
+img.align-right, figure.align-right, .figure.align-right, object.align-right {
     clear: right;
     float: right;
     margin-left: 1em;
 }
 
-img.align-center, .figure.align-center, object.align-center {
+img.align-center, figure.align-center, .figure.align-center, object.align-center {
   display: block;
   margin-left: auto;
   margin-right: auto;
 }
 
-img.align-default, .figure.align-default {
+img.align-default, figure.align-default, .figure.align-default {
   display: block;
   margin-left: auto;
   margin-right: auto;
@@ -319,7 +319,8 @@ img.align-default, .figure.align-default {
 
 /* -- sidebars -------------------------------------------------------------- */
 
-div.sidebar {
+div.sidebar,
+aside.sidebar {
     margin: 0 0 0.5em 1em;
     border: 1px solid #ddb;
     padding: 7px;
@@ -377,12 +378,14 @@ div.body p.centered {
 /* -- content of sidebars/topics/admonitions -------------------------------- */
 
 div.sidebar > :last-child,
+aside.sidebar > :last-child,
 div.topic > :last-child,
 div.admonition > :last-child {
     margin-bottom: 0;
 }
 
 div.sidebar::after,
+aside.sidebar::after,
 div.topic::after,
 div.admonition::after,
 blockquote::after {
@@ -455,20 +458,22 @@ td > :last-child {
 
 /* -- figures --------------------------------------------------------------- */
 
-div.figure {
+div.figure, figure {
     margin: 0.5em;
     padding: 0.5em;
 }
 
-div.figure p.caption {
+div.figure p.caption, figcaption {
     padding: 0.3em;
 }
 
-div.figure p.caption span.caption-number {
+div.figure p.caption span.caption-number,
+figcaption span.caption-number {
     font-style: italic;
 }
 
-div.figure p.caption span.caption-text {
+div.figure p.caption span.caption-text,
+figcaption span.caption-text {
 }
 
 /* -- field list styles ----------------------------------------------------- */
@@ -503,6 +508,63 @@ table.hlist td {
     vertical-align: top;
 }
 
+/* -- object description styles --------------------------------------------- */
+
+.sig {
+	font-family: 'Consolas', 'Menlo', 'DejaVu Sans Mono', 'Bitstream Vera Sans Mono', monospace;
+}
+
+.sig-name, code.descname {
+    background-color: transparent;
+    font-weight: bold;
+}
+
+.sig-name {
+	font-size: 1.1em;
+}
+
+code.descname {
+    font-size: 1.2em;
+}
+
+.sig-prename, code.descclassname {
+    background-color: transparent;
+}
+
+.optional {
+    font-size: 1.3em;
+}
+
+.sig-paren {
+    font-size: larger;
+}
+
+.sig-param.n {
+	font-style: italic;
+}
+
+/* C++ specific styling */
+
+.sig-inline.c-texpr,
+.sig-inline.cpp-texpr {
+	font-family: unset;
+}
+
+.sig.c   .k, .sig.c   .kt,
+.sig.cpp .k, .sig.cpp .kt {
+	color: #0033B3;
+}
+
+.sig.c   .m,
+.sig.cpp .m {
+	color: #1750EB;
+}
+
+.sig.c   .s, .sig.c   .sc,
+.sig.cpp .s, .sig.cpp .sc {
+	color: #067D17;
+}
+
 
 /* -- other body styles ----------------------------------------------------- */
 
@@ -629,14 +691,6 @@ dl.glossary dt {
     font-size: 1.1em;
 }
 
-.optional {
-    font-size: 1.3em;
-}
-
-.sig-paren {
-    font-size: larger;
-}
-
 .versionmodified {
     font-style: italic;
 }
@@ -766,7 +820,11 @@ div.code-block-caption code {
 table.highlighttable td.linenos,
 span.linenos,
 div.doctest > div.highlight span.gp {  /* gp: Generic.Prompt */
-    user-select: none;
+  user-select: none;
+  -webkit-user-select: text; /* Safari fallback only */
+  -webkit-user-select: none; /* Chrome/Safari */
+  -moz-user-select: none; /* Firefox */
+  -ms-user-select: none; /* IE10+ */
 }
 
 div.code-block-caption span.caption-number {
@@ -781,16 +839,6 @@ div.literal-block-wrapper {
     margin: 1em 0;
 }
 
-code.descname {
-    background-color: transparent;
-    font-weight: bold;
-    font-size: 1.2em;
-}
-
-code.descclassname {
-    background-color: transparent;
-}
-
 code.xref, a code {
     background-color: transparent;
     font-weight: bold;
diff --git a/docs/_static/doctools.js b/docs/_static/doctools.js
index 7d88f80..61ac9d2 100644
--- a/docs/_static/doctools.js
+++ b/docs/_static/doctools.js
@@ -4,7 +4,7 @@
  *
  * Sphinx JavaScript utilities for all documentation.
  *
- * :copyright: Copyright 2007-2020 by the Sphinx team, see AUTHORS.
+ * :copyright: Copyright 2007-2021 by the Sphinx team, see AUTHORS.
  * :license: BSD, see LICENSE for details.
  *
  */
@@ -29,9 +29,14 @@ if (!window.console || !console.firebug) {
 
 /**
  * small helper function to urldecode strings
+ *
+ * See https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Global_Objects/decodeURIComponent#Decoding_query_parameters_from_a_URL
  */
 jQuery.urldecode = function(x) {
-  return decodeURIComponent(x).replace(/\+/g, ' ');
+  if (!x) {
+    return x
+  }
+  return decodeURIComponent(x.replace(/\+/g, ' '));
 };
 
 /**
diff --git a/docs/_static/language_data.js b/docs/_static/language_data.js
index d2b4ee9..863704b 100644
--- a/docs/_static/language_data.js
+++ b/docs/_static/language_data.js
@@ -5,7 +5,7 @@
  * This script contains the language-specific data used by searchtools.js,
  * namely the list of stopwords, stemmer, scorer and splitter.
  *
- * :copyright: Copyright 2007-2020 by the Sphinx team, see AUTHORS.
+ * :copyright: Copyright 2007-2021 by the Sphinx team, see AUTHORS.
  * :license: BSD, see LICENSE for details.
  *
  */
@@ -13,7 +13,8 @@
 var stopwords = ["a","and","are","as","at","be","but","by","for","if","in","into","is","it","near","no","not","of","on","or","such","that","the","their","then","there","these","they","this","to","was","will","with"];
 
 
-/* Non-minified version JS is _stemmer.js if file is provided */ 
+/* Non-minified version is copied as a separate JS file, is available */
+
 /**
  * Porter Stemmer
  */
@@ -199,7 +200,6 @@ var Stemmer = function() {
 
 
 
-
 var splitChars = (function() {
     var result = {};
     var singles = [96, 180, 187, 191, 215, 247, 749, 885, 903, 907, 909, 930, 1014, 1648,
diff --git a/docs/_static/pygments.css b/docs/_static/pygments.css
index 348ec44..28eb679 100644
--- a/docs/_static/pygments.css
+++ b/docs/_static/pygments.css
@@ -1,7 +1,7 @@
-pre { line-height: 125%; }
-td.linenos .normal { color: inherit; background-color: transparent; padding-left: 5px; padding-right: 5px; }
-span.linenos { color: inherit; background-color: transparent; padding-left: 5px; padding-right: 5px; }
-td.linenos .special { color: #000000; background-color: #ffffc0; padding-left: 5px; padding-right: 5px; }
-span.linenos.special { color: #000000; background-color: #ffffc0; padding-left: 5px; padding-right: 5px; }
+pre { line-height: 125%; margin: 0; }
+td.linenos pre { color: #000000; background-color: #f0f0f0; padding: 0 5px 0 5px; }
+span.linenos { color: #000000; background-color: #f0f0f0; padding: 0 5px 0 5px; }
+td.linenos pre.special { color: #000000; background-color: #ffffc0; padding: 0 5px 0 5px; }
+span.linenos.special { color: #000000; background-color: #ffffc0; padding: 0 5px 0 5px; }
 .highlight .hll { background-color: #ffffcc }
 .highlight { background: #ffffff; }
\ No newline at end of file
diff --git a/docs/_static/searchtools.js b/docs/_static/searchtools.js
index 261ecaa..e09f926 100644
--- a/docs/_static/searchtools.js
+++ b/docs/_static/searchtools.js
@@ -4,7 +4,7 @@
  *
  * Sphinx JavaScript utilities for the full-text search.
  *
- * :copyright: Copyright 2007-2020 by the Sphinx team, see AUTHORS.
+ * :copyright: Copyright 2007-2021 by the Sphinx team, see AUTHORS.
  * :license: BSD, see LICENSE for details.
  *
  */
@@ -248,7 +248,7 @@ var Search = {
       // results left, load the summary and display it
       if (results.length) {
         var item = results.pop();
-        var listItem = $('<li style="display:none"></li>');
+        var listItem = $('<li></li>');
         var requestUrl = "";
         var linkUrl = "";
         if (DOCUMENTATION_OPTIONS.BUILDER === 'dirhtml') {
@@ -273,9 +273,9 @@ var Search = {
         if (item[3]) {
           listItem.append($('<span> (' + item[3] + ')</span>'));
           Search.output.append(listItem);
-          listItem.slideDown(5, function() {
+          setTimeout(function() {
             displayNextItem();
-          });
+          }, 5);
         } else if (DOCUMENTATION_OPTIONS.HAS_SOURCE) {
           $.ajax({url: requestUrl,
                   dataType: "text",
@@ -285,16 +285,16 @@ var Search = {
                       listItem.append(Search.makeSearchSummary(data, searchterms, hlterms));
                     }
                     Search.output.append(listItem);
-                    listItem.slideDown(5, function() {
+                    setTimeout(function() {
                       displayNextItem();
-                    });
+                    }, 5);
                   }});
         } else {
           // no source available, just display title
           Search.output.append(listItem);
-          listItem.slideDown(5, function() {
+          setTimeout(function() {
             displayNextItem();
-          });
+          }, 5);
         }
       }
       // search finished, update title and status message
@@ -379,6 +379,13 @@ var Search = {
     return results;
   },
 
+  /**
+   * See https://developer.mozilla.org/en-US/docs/Web/JavaScript/Guide/Regular_Expressions
+   */
+  escapeRegExp : function(string) {
+    return string.replace(/[.*+\-?^${}()|[\]\\]/g, '\\$&'); // $& means the whole matched string
+  },
+
   /**
    * search for full-text terms in the index
    */
@@ -402,13 +409,14 @@ var Search = {
       ];
       // add support for partial matches
       if (word.length > 2) {
+        var word_regex = this.escapeRegExp(word);
         for (var w in terms) {
-          if (w.match(word) && !terms[word]) {
+          if (w.match(word_regex) && !terms[word]) {
             _o.push({files: terms[w], score: Scorer.partialTerm})
           }
         }
         for (var w in titleterms) {
-          if (w.match(word) && !titleterms[word]) {
+          if (w.match(word_regex) && !titleterms[word]) {
               _o.push({files: titleterms[w], score: Scorer.partialTitle})
           }
         }
@@ -501,7 +509,7 @@ var Search = {
     var excerpt = ((start > 0) ? '...' : '') +
       $.trim(text.substr(start, 240)) +
       ((start + 240 - text.length) ? '...' : '');
-    var rv = $('<div class="context"></div>').text(excerpt);
+    var rv = $('<p class="context"></p>').text(excerpt);
     $.each(hlwords, function() {
       rv = rv.highlightText(this, 'highlighted');
     });
diff --git a/docs/_static/underscore-1.13.1.js b/docs/_static/underscore-1.13.1.js
new file mode 100644
index 0000000..ffd77af
--- /dev/null
+++ b/docs/_static/underscore-1.13.1.js
@@ -0,0 +1,2042 @@
+(function (global, factory) {
+  typeof exports === 'object' && typeof module !== 'undefined' ? module.exports = factory() :
+  typeof define === 'function' && define.amd ? define('underscore', factory) :
+  (global = typeof globalThis !== 'undefined' ? globalThis : global || self, (function () {
+    var current = global._;
+    var exports = global._ = factory();
+    exports.noConflict = function () { global._ = current; return exports; };
+  }()));
+}(this, (function () {
+  //     Underscore.js 1.13.1
+  //     https://underscorejs.org
+  //     (c) 2009-2021 Jeremy Ashkenas, Julian Gonggrijp, and DocumentCloud and Investigative Reporters & Editors
+  //     Underscore may be freely distributed under the MIT license.
+
+  // Current version.
+  var VERSION = '1.13.1';
+
+  // Establish the root object, `window` (`self`) in the browser, `global`
+  // on the server, or `this` in some virtual machines. We use `self`
+  // instead of `window` for `WebWorker` support.
+  var root = typeof self == 'object' && self.self === self && self ||
+            typeof global == 'object' && global.global === global && global ||
+            Function('return this')() ||
+            {};
+
+  // Save bytes in the minified (but not gzipped) version:
+  var ArrayProto = Array.prototype, ObjProto = Object.prototype;
+  var SymbolProto = typeof Symbol !== 'undefined' ? Symbol.prototype : null;
+
+  // Create quick reference variables for speed access to core prototypes.
+  var push = ArrayProto.push,
+      slice = ArrayProto.slice,
+      toString = ObjProto.toString,
+      hasOwnProperty = ObjProto.hasOwnProperty;
+
+  // Modern feature detection.
+  var supportsArrayBuffer = typeof ArrayBuffer !== 'undefined',
+      supportsDataView = typeof DataView !== 'undefined';
+
+  // All **ECMAScript 5+** native function implementations that we hope to use
+  // are declared here.
+  var nativeIsArray = Array.isArray,
+      nativeKeys = Object.keys,
+      nativeCreate = Object.create,
+      nativeIsView = supportsArrayBuffer && ArrayBuffer.isView;
+
+  // Create references to these builtin functions because we override them.
+  var _isNaN = isNaN,
+      _isFinite = isFinite;
+
+  // Keys in IE < 9 that won't be iterated by `for key in ...` and thus missed.
+  var hasEnumBug = !{toString: null}.propertyIsEnumerable('toString');
+  var nonEnumerableProps = ['valueOf', 'isPrototypeOf', 'toString',
+    'propertyIsEnumerable', 'hasOwnProperty', 'toLocaleString'];
+
+  // The largest integer that can be represented exactly.
+  var MAX_ARRAY_INDEX = Math.pow(2, 53) - 1;
+
+  // Some functions take a variable number of arguments, or a few expected
+  // arguments at the beginning and then a variable number of values to operate
+  // on. This helper accumulates all remaining arguments past the function’s
+  // argument length (or an explicit `startIndex`), into an array that becomes
+  // the last argument. Similar to ES6’s "rest parameter".
+  function restArguments(func, startIndex) {
+    startIndex = startIndex == null ? func.length - 1 : +startIndex;
+    return function() {
+      var length = Math.max(arguments.length - startIndex, 0),
+          rest = Array(length),
+          index = 0;
+      for (; index < length; index++) {
+        rest[index] = arguments[index + startIndex];
+      }
+      switch (startIndex) {
+        case 0: return func.call(this, rest);
+        case 1: return func.call(this, arguments[0], rest);
+        case 2: return func.call(this, arguments[0], arguments[1], rest);
+      }
+      var args = Array(startIndex + 1);
+      for (index = 0; index < startIndex; index++) {
+        args[index] = arguments[index];
+      }
+      args[startIndex] = rest;
+      return func.apply(this, args);
+    };
+  }
+
+  // Is a given variable an object?
+  function isObject(obj) {
+    var type = typeof obj;
+    return type === 'function' || type === 'object' && !!obj;
+  }
+
+  // Is a given value equal to null?
+  function isNull(obj) {
+    return obj === null;
+  }
+
+  // Is a given variable undefined?
+  function isUndefined(obj) {
+    return obj === void 0;
+  }
+
+  // Is a given value a boolean?
+  function isBoolean(obj) {
+    return obj === true || obj === false || toString.call(obj) === '[object Boolean]';
+  }
+
+  // Is a given value a DOM element?
+  function isElement(obj) {
+    return !!(obj && obj.nodeType === 1);
+  }
+
+  // Internal function for creating a `toString`-based type tester.
+  function tagTester(name) {
+    var tag = '[object ' + name + ']';
+    return function(obj) {
+      return toString.call(obj) === tag;
+    };
+  }
+
+  var isString = tagTester('String');
+
+  var isNumber = tagTester('Number');
+
+  var isDate = tagTester('Date');
+
+  var isRegExp = tagTester('RegExp');
+
+  var isError = tagTester('Error');
+
+  var isSymbol = tagTester('Symbol');
+
+  var isArrayBuffer = tagTester('ArrayBuffer');
+
+  var isFunction = tagTester('Function');
+
+  // Optimize `isFunction` if appropriate. Work around some `typeof` bugs in old
+  // v8, IE 11 (#1621), Safari 8 (#1929), and PhantomJS (#2236).
+  var nodelist = root.document && root.document.childNodes;
+  if (typeof /./ != 'function' && typeof Int8Array != 'object' && typeof nodelist != 'function') {
+    isFunction = function(obj) {
+      return typeof obj == 'function' || false;
+    };
+  }
+
+  var isFunction$1 = isFunction;
+
+  var hasObjectTag = tagTester('Object');
+
+  // In IE 10 - Edge 13, `DataView` has string tag `'[object Object]'`.
+  // In IE 11, the most common among them, this problem also applies to
+  // `Map`, `WeakMap` and `Set`.
+  var hasStringTagBug = (
+        supportsDataView && hasObjectTag(new DataView(new ArrayBuffer(8)))
+      ),
+      isIE11 = (typeof Map !== 'undefined' && hasObjectTag(new Map));
+
+  var isDataView = tagTester('DataView');
+
+  // In IE 10 - Edge 13, we need a different heuristic
+  // to determine whether an object is a `DataView`.
+  function ie10IsDataView(obj) {
+    return obj != null && isFunction$1(obj.getInt8) && isArrayBuffer(obj.buffer);
+  }
+
+  var isDataView$1 = (hasStringTagBug ? ie10IsDataView : isDataView);
+
+  // Is a given value an array?
+  // Delegates to ECMA5's native `Array.isArray`.
+  var isArray = nativeIsArray || tagTester('Array');
+
+  // Internal function to check whether `key` is an own property name of `obj`.
+  function has$1(obj, key) {
+    return obj != null && hasOwnProperty.call(obj, key);
+  }
+
+  var isArguments = tagTester('Arguments');
+
+  // Define a fallback version of the method in browsers (ahem, IE < 9), where
+  // there isn't any inspectable "Arguments" type.
+  (function() {
+    if (!isArguments(arguments)) {
+      isArguments = function(obj) {
+        return has$1(obj, 'callee');
+      };
+    }
+  }());
+
+  var isArguments$1 = isArguments;
+
+  // Is a given object a finite number?
+  function isFinite$1(obj) {
+    return !isSymbol(obj) && _isFinite(obj) && !isNaN(parseFloat(obj));
+  }
+
+  // Is the given value `NaN`?
+  function isNaN$1(obj) {
+    return isNumber(obj) && _isNaN(obj);
+  }
+
+  // Predicate-generating function. Often useful outside of Underscore.
+  function constant(value) {
+    return function() {
+      return value;
+    };
+  }
+
+  // Common internal logic for `isArrayLike` and `isBufferLike`.
+  function createSizePropertyCheck(getSizeProperty) {
+    return function(collection) {
+      var sizeProperty = getSizeProperty(collection);
+      return typeof sizeProperty == 'number' && sizeProperty >= 0 && sizeProperty <= MAX_ARRAY_INDEX;
+    }
+  }
+
+  // Internal helper to generate a function to obtain property `key` from `obj`.
+  function shallowProperty(key) {
+    return function(obj) {
+      return obj == null ? void 0 : obj[key];
+    };
+  }
+
+  // Internal helper to obtain the `byteLength` property of an object.
+  var getByteLength = shallowProperty('byteLength');
+
+  // Internal helper to determine whether we should spend extensive checks against
+  // `ArrayBuffer` et al.
+  var isBufferLike = createSizePropertyCheck(getByteLength);
+
+  // Is a given value a typed array?
+  var typedArrayPattern = /\[object ((I|Ui)nt(8|16|32)|Float(32|64)|Uint8Clamped|Big(I|Ui)nt64)Array\]/;
+  function isTypedArray(obj) {
+    // `ArrayBuffer.isView` is the most future-proof, so use it when available.
+    // Otherwise, fall back on the above regular expression.
+    return nativeIsView ? (nativeIsView(obj) && !isDataView$1(obj)) :
+                  isBufferLike(obj) && typedArrayPattern.test(toString.call(obj));
+  }
+
+  var isTypedArray$1 = supportsArrayBuffer ? isTypedArray : constant(false);
+
+  // Internal helper to obtain the `length` property of an object.
+  var getLength = shallowProperty('length');
+
+  // Internal helper to create a simple lookup structure.
+  // `collectNonEnumProps` used to depend on `_.contains`, but this led to
+  // circular imports. `emulatedSet` is a one-off solution that only works for
+  // arrays of strings.
+  function emulatedSet(keys) {
+    var hash = {};
+    for (var l = keys.length, i = 0; i < l; ++i) hash[keys[i]] = true;
+    return {
+      contains: function(key) { return hash[key]; },
+      push: function(key) {
+        hash[key] = true;
+        return keys.push(key);
+      }
+    };
+  }
+
+  // Internal helper. Checks `keys` for the presence of keys in IE < 9 that won't
+  // be iterated by `for key in ...` and thus missed. Extends `keys` in place if
+  // needed.
+  function collectNonEnumProps(obj, keys) {
+    keys = emulatedSet(keys);
+    var nonEnumIdx = nonEnumerableProps.length;
+    var constructor = obj.constructor;
+    var proto = isFunction$1(constructor) && constructor.prototype || ObjProto;
+
+    // Constructor is a special case.
+    var prop = 'constructor';
+    if (has$1(obj, prop) && !keys.contains(prop)) keys.push(prop);
+
+    while (nonEnumIdx--) {
+      prop = nonEnumerableProps[nonEnumIdx];
+      if (prop in obj && obj[prop] !== proto[prop] && !keys.contains(prop)) {
+        keys.push(prop);
+      }
+    }
+  }
+
+  // Retrieve the names of an object's own properties.
+  // Delegates to **ECMAScript 5**'s native `Object.keys`.
+  function keys(obj) {
+    if (!isObject(obj)) return [];
+    if (nativeKeys) return nativeKeys(obj);
+    var keys = [];
+    for (var key in obj) if (has$1(obj, key)) keys.push(key);
+    // Ahem, IE < 9.
+    if (hasEnumBug) collectNonEnumProps(obj, keys);
+    return keys;
+  }
+
+  // Is a given array, string, or object empty?
+  // An "empty" object has no enumerable own-properties.
+  function isEmpty(obj) {
+    if (obj == null) return true;
+    // Skip the more expensive `toString`-based type checks if `obj` has no
+    // `.length`.
+    var length = getLength(obj);
+    if (typeof length == 'number' && (
+      isArray(obj) || isString(obj) || isArguments$1(obj)
+    )) return length === 0;
+    return getLength(keys(obj)) === 0;
+  }
+
+  // Returns whether an object has a given set of `key:value` pairs.
+  function isMatch(object, attrs) {
+    var _keys = keys(attrs), length = _keys.length;
+    if (object == null) return !length;
+    var obj = Object(object);
+    for (var i = 0; i < length; i++) {
+      var key = _keys[i];
+      if (attrs[key] !== obj[key] || !(key in obj)) return false;
+    }
+    return true;
+  }
+
+  // If Underscore is called as a function, it returns a wrapped object that can
+  // be used OO-style. This wrapper holds altered versions of all functions added
+  // through `_.mixin`. Wrapped objects may be chained.
+  function _$1(obj) {
+    if (obj instanceof _$1) return obj;
+    if (!(this instanceof _$1)) return new _$1(obj);
+    this._wrapped = obj;
+  }
+
+  _$1.VERSION = VERSION;
+
+  // Extracts the result from a wrapped and chained object.
+  _$1.prototype.value = function() {
+    return this._wrapped;
+  };
+
+  // Provide unwrapping proxies for some methods used in engine operations
+  // such as arithmetic and JSON stringification.
+  _$1.prototype.valueOf = _$1.prototype.toJSON = _$1.prototype.value;
+
+  _$1.prototype.toString = function() {
+    return String(this._wrapped);
+  };
+
+  // Internal function to wrap or shallow-copy an ArrayBuffer,
+  // typed array or DataView to a new view, reusing the buffer.
+  function toBufferView(bufferSource) {
+    return new Uint8Array(
+      bufferSource.buffer || bufferSource,
+      bufferSource.byteOffset || 0,
+      getByteLength(bufferSource)
+    );
+  }
+
+  // We use this string twice, so give it a name for minification.
+  var tagDataView = '[object DataView]';
+
+  // Internal recursive comparison function for `_.isEqual`.
+  function eq(a, b, aStack, bStack) {
+    // Identical objects are equal. `0 === -0`, but they aren't identical.
+    // See the [Harmony `egal` proposal](https://wiki.ecmascript.org/doku.php?id=harmony:egal).
+    if (a === b) return a !== 0 || 1 / a === 1 / b;
+    // `null` or `undefined` only equal to itself (strict comparison).
+    if (a == null || b == null) return false;
+    // `NaN`s are equivalent, but non-reflexive.
+    if (a !== a) return b !== b;
+    // Exhaust primitive checks
+    var type = typeof a;
+    if (type !== 'function' && type !== 'object' && typeof b != 'object') return false;
+    return deepEq(a, b, aStack, bStack);
+  }
+
+  // Internal recursive comparison function for `_.isEqual`.
+  function deepEq(a, b, aStack, bStack) {
+    // Unwrap any wrapped objects.
+    if (a instanceof _$1) a = a._wrapped;
+    if (b instanceof _$1) b = b._wrapped;
+    // Compare `[[Class]]` names.
+    var className = toString.call(a);
+    if (className !== toString.call(b)) return false;
+    // Work around a bug in IE 10 - Edge 13.
+    if (hasStringTagBug && className == '[object Object]' && isDataView$1(a)) {
+      if (!isDataView$1(b)) return false;
+      className = tagDataView;
+    }
+    switch (className) {
+      // These types are compared by value.
+      case '[object RegExp]':
+        // RegExps are coerced to strings for comparison (Note: '' + /a/i === '/a/i')
+      case '[object String]':
+        // Primitives and their corresponding object wrappers are equivalent; thus, `"5"` is
+        // equivalent to `new String("5")`.
+        return '' + a === '' + b;
+      case '[object Number]':
+        // `NaN`s are equivalent, but non-reflexive.
+        // Object(NaN) is equivalent to NaN.
+        if (+a !== +a) return +b !== +b;
+        // An `egal` comparison is performed for other numeric values.
+        return +a === 0 ? 1 / +a === 1 / b : +a === +b;
+      case '[object Date]':
+      case '[object Boolean]':
+        // Coerce dates and booleans to numeric primitive values. Dates are compared by their
+        // millisecond representations. Note that invalid dates with millisecond representations
+        // of `NaN` are not equivalent.
+        return +a === +b;
+      case '[object Symbol]':
+        return SymbolProto.valueOf.call(a) === SymbolProto.valueOf.call(b);
+      case '[object ArrayBuffer]':
+      case tagDataView:
+        // Coerce to typed array so we can fall through.
+        return deepEq(toBufferView(a), toBufferView(b), aStack, bStack);
+    }
+
+    var areArrays = className === '[object Array]';
+    if (!areArrays && isTypedArray$1(a)) {
+        var byteLength = getByteLength(a);
+        if (byteLength !== getByteLength(b)) return false;
+        if (a.buffer === b.buffer && a.byteOffset === b.byteOffset) return true;
+        areArrays = true;
+    }
+    if (!areArrays) {
+      if (typeof a != 'object' || typeof b != 'object') return false;
+
+      // Objects with different constructors are not equivalent, but `Object`s or `Array`s
+      // from different frames are.
+      var aCtor = a.constructor, bCtor = b.constructor;
+      if (aCtor !== bCtor && !(isFunction$1(aCtor) && aCtor instanceof aCtor &&
+                               isFunction$1(bCtor) && bCtor instanceof bCtor)
+                          && ('constructor' in a && 'constructor' in b)) {
+        return false;
+      }
+    }
+    // Assume equality for cyclic structures. The algorithm for detecting cyclic
+    // structures is adapted from ES 5.1 section 15.12.3, abstract operation `JO`.
+
+    // Initializing stack of traversed objects.
+    // It's done here since we only need them for objects and arrays comparison.
+    aStack = aStack || [];
+    bStack = bStack || [];
+    var length = aStack.length;
+    while (length--) {
+      // Linear search. Performance is inversely proportional to the number of
+      // unique nested structures.
+      if (aStack[length] === a) return bStack[length] === b;
+    }
+
+    // Add the first object to the stack of traversed objects.
+    aStack.push(a);
+    bStack.push(b);
+
+    // Recursively compare objects and arrays.
+    if (areArrays) {
+      // Compare array lengths to determine if a deep comparison is necessary.
+      length = a.length;
+      if (length !== b.length) return false;
+      // Deep compare the contents, ignoring non-numeric properties.
+      while (length--) {
+        if (!eq(a[length], b[length], aStack, bStack)) return false;
+      }
+    } else {
+      // Deep compare objects.
+      var _keys = keys(a), key;
+      length = _keys.length;
+      // Ensure that both objects contain the same number of properties before comparing deep equality.
+      if (keys(b).length !== length) return false;
+      while (length--) {
+        // Deep compare each member
+        key = _keys[length];
+        if (!(has$1(b, key) && eq(a[key], b[key], aStack, bStack))) return false;
+      }
+    }
+    // Remove the first object from the stack of traversed objects.
+    aStack.pop();
+    bStack.pop();
+    return true;
+  }
+
+  // Perform a deep comparison to check if two objects are equal.
+  function isEqual(a, b) {
+    return eq(a, b);
+  }
+
+  // Retrieve all the enumerable property names of an object.
+  function allKeys(obj) {
+    if (!isObject(obj)) return [];
+    var keys = [];
+    for (var key in obj) keys.push(key);
+    // Ahem, IE < 9.
+    if (hasEnumBug) collectNonEnumProps(obj, keys);
+    return keys;
+  }
+
+  // Since the regular `Object.prototype.toString` type tests don't work for
+  // some types in IE 11, we use a fingerprinting heuristic instead, based
+  // on the methods. It's not great, but it's the best we got.
+  // The fingerprint method lists are defined below.
+  function ie11fingerprint(methods) {
+    var length = getLength(methods);
+    return function(obj) {
+      if (obj == null) return false;
+      // `Map`, `WeakMap` and `Set` have no enumerable keys.
+      var keys = allKeys(obj);
+      if (getLength(keys)) return false;
+      for (var i = 0; i < length; i++) {
+        if (!isFunction$1(obj[methods[i]])) return false;
+      }
+      // If we are testing against `WeakMap`, we need to ensure that
+      // `obj` doesn't have a `forEach` method in order to distinguish
+      // it from a regular `Map`.
+      return methods !== weakMapMethods || !isFunction$1(obj[forEachName]);
+    };
+  }
+
+  // In the interest of compact minification, we write
+  // each string in the fingerprints only once.
+  var forEachName = 'forEach',
+      hasName = 'has',
+      commonInit = ['clear', 'delete'],
+      mapTail = ['get', hasName, 'set'];
+
+  // `Map`, `WeakMap` and `Set` each have slightly different
+  // combinations of the above sublists.
+  var mapMethods = commonInit.concat(forEachName, mapTail),
+      weakMapMethods = commonInit.concat(mapTail),
+      setMethods = ['add'].concat(commonInit, forEachName, hasName);
+
+  var isMap = isIE11 ? ie11fingerprint(mapMethods) : tagTester('Map');
+
+  var isWeakMap = isIE11 ? ie11fingerprint(weakMapMethods) : tagTester('WeakMap');
+
+  var isSet = isIE11 ? ie11fingerprint(setMethods) : tagTester('Set');
+
+  var isWeakSet = tagTester('WeakSet');
+
+  // Retrieve the values of an object's properties.
+  function values(obj) {
+    var _keys = keys(obj);
+    var length = _keys.length;
+    var values = Array(length);
+    for (var i = 0; i < length; i++) {
+      values[i] = obj[_keys[i]];
+    }
+    return values;
+  }
+
+  // Convert an object into a list of `[key, value]` pairs.
+  // The opposite of `_.object` with one argument.
+  function pairs(obj) {
+    var _keys = keys(obj);
+    var length = _keys.length;
+    var pairs = Array(length);
+    for (var i = 0; i < length; i++) {
+      pairs[i] = [_keys[i], obj[_keys[i]]];
+    }
+    return pairs;
+  }
+
+  // Invert the keys and values of an object. The values must be serializable.
+  function invert(obj) {
+    var result = {};
+    var _keys = keys(obj);
+    for (var i = 0, length = _keys.length; i < length; i++) {
+      result[obj[_keys[i]]] = _keys[i];
+    }
+    return result;
+  }
+
+  // Return a sorted list of the function names available on the object.
+  function functions(obj) {
+    var names = [];
+    for (var key in obj) {
+      if (isFunction$1(obj[key])) names.push(key);
+    }
+    return names.sort();
+  }
+
+  // An internal function for creating assigner functions.
+  function createAssigner(keysFunc, defaults) {
+    return function(obj) {
+      var length = arguments.length;
+      if (defaults) obj = Object(obj);
+      if (length < 2 || obj == null) return obj;
+      for (var index = 1; index < length; index++) {
+        var source = arguments[index],
+            keys = keysFunc(source),
+            l = keys.length;
+        for (var i = 0; i < l; i++) {
+          var key = keys[i];
+          if (!defaults || obj[key] === void 0) obj[key] = source[key];
+        }
+      }
+      return obj;
+    };
+  }
+
+  // Extend a given object with all the properties in passed-in object(s).
+  var extend = createAssigner(allKeys);
+
+  // Assigns a given object with all the own properties in the passed-in
+  // object(s).
+  // (https://developer.mozilla.org/docs/Web/JavaScript/Reference/Global_Objects/Object/assign)
+  var extendOwn = createAssigner(keys);
+
+  // Fill in a given object with default properties.
+  var defaults = createAssigner(allKeys, true);
+
+  // Create a naked function reference for surrogate-prototype-swapping.
+  function ctor() {
+    return function(){};
+  }
+
+  // An internal function for creating a new object that inherits from another.
+  function baseCreate(prototype) {
+    if (!isObject(prototype)) return {};
+    if (nativeCreate) return nativeCreate(prototype);
+    var Ctor = ctor();
+    Ctor.prototype = prototype;
+    var result = new Ctor;
+    Ctor.prototype = null;
+    return result;
+  }
+
+  // Creates an object that inherits from the given prototype object.
+  // If additional properties are provided then they will be added to the
+  // created object.
+  function create(prototype, props) {
+    var result = baseCreate(prototype);
+    if (props) extendOwn(result, props);
+    return result;
+  }
+
+  // Create a (shallow-cloned) duplicate of an object.
+  function clone(obj) {
+    if (!isObject(obj)) return obj;
+    return isArray(obj) ? obj.slice() : extend({}, obj);
+  }
+
+  // Invokes `interceptor` with the `obj` and then returns `obj`.
+  // The primary purpose of this method is to "tap into" a method chain, in
+  // order to perform operations on intermediate results within the chain.
+  function tap(obj, interceptor) {
+    interceptor(obj);
+    return obj;
+  }
+
+  // Normalize a (deep) property `path` to array.
+  // Like `_.iteratee`, this function can be customized.
+  function toPath$1(path) {
+    return isArray(path) ? path : [path];
+  }
+  _$1.toPath = toPath$1;
+
+  // Internal wrapper for `_.toPath` to enable minification.
+  // Similar to `cb` for `_.iteratee`.
+  function toPath(path) {
+    return _$1.toPath(path);
+  }
+
+  // Internal function to obtain a nested property in `obj` along `path`.
+  function deepGet(obj, path) {
+    var length = path.length;
+    for (var i = 0; i < length; i++) {
+      if (obj == null) return void 0;
+      obj = obj[path[i]];
+    }
+    return length ? obj : void 0;
+  }
+
+  // Get the value of the (deep) property on `path` from `object`.
+  // If any property in `path` does not exist or if the value is
+  // `undefined`, return `defaultValue` instead.
+  // The `path` is normalized through `_.toPath`.
+  function get(object, path, defaultValue) {
+    var value = deepGet(object, toPath(path));
+    return isUndefined(value) ? defaultValue : value;
+  }
+
+  // Shortcut function for checking if an object has a given property directly on
+  // itself (in other words, not on a prototype). Unlike the internal `has`
+  // function, this public version can also traverse nested properties.
+  function has(obj, path) {
+    path = toPath(path);
+    var length = path.length;
+    for (var i = 0; i < length; i++) {
+      var key = path[i];
+      if (!has$1(obj, key)) return false;
+      obj = obj[key];
+    }
+    return !!length;
+  }
+
+  // Keep the identity function around for default iteratees.
+  function identity(value) {
+    return value;
+  }
+
+  // Returns a predicate for checking whether an object has a given set of
+  // `key:value` pairs.
+  function matcher(attrs) {
+    attrs = extendOwn({}, attrs);
+    return function(obj) {
+      return isMatch(obj, attrs);
+    };
+  }
+
+  // Creates a function that, when passed an object, will traverse that object’s
+  // properties down the given `path`, specified as an array of keys or indices.
+  function property(path) {
+    path = toPath(path);
+    return function(obj) {
+      return deepGet(obj, path);
+    };
+  }
+
+  // Internal function that returns an efficient (for current engines) version
+  // of the passed-in callback, to be repeatedly applied in other Underscore
+  // functions.
+  function optimizeCb(func, context, argCount) {
+    if (context === void 0) return func;
+    switch (argCount == null ? 3 : argCount) {
+      case 1: return function(value) {
+        return func.call(context, value);
+      };
+      // The 2-argument case is omitted because we’re not using it.
+      case 3: return function(value, index, collection) {
+        return func.call(context, value, index, collection);
+      };
+      case 4: return function(accumulator, value, index, collection) {
+        return func.call(context, accumulator, value, index, collection);
+      };
+    }
+    return function() {
+      return func.apply(context, arguments);
+    };
+  }
+
+  // An internal function to generate callbacks that can be applied to each
+  // element in a collection, returning the desired result — either `_.identity`,
+  // an arbitrary callback, a property matcher, or a property accessor.
+  function baseIteratee(value, context, argCount) {
+    if (value == null) return identity;
+    if (isFunction$1(value)) return optimizeCb(value, context, argCount);
+    if (isObject(value) && !isArray(value)) return matcher(value);
+    return property(value);
+  }
+
+  // External wrapper for our callback generator. Users may customize
+  // `_.iteratee` if they want additional predicate/iteratee shorthand styles.
+  // This abstraction hides the internal-only `argCount` argument.
+  function iteratee(value, context) {
+    return baseIteratee(value, context, Infinity);
+  }
+  _$1.iteratee = iteratee;
+
+  // The function we call internally to generate a callback. It invokes
+  // `_.iteratee` if overridden, otherwise `baseIteratee`.
+  function cb(value, context, argCount) {
+    if (_$1.iteratee !== iteratee) return _$1.iteratee(value, context);
+    return baseIteratee(value, context, argCount);
+  }
+
+  // Returns the results of applying the `iteratee` to each element of `obj`.
+  // In contrast to `_.map` it returns an object.
+  function mapObject(obj, iteratee, context) {
+    iteratee = cb(iteratee, context);
+    var _keys = keys(obj),
+        length = _keys.length,
+        results = {};
+    for (var index = 0; index < length; index++) {
+      var currentKey = _keys[index];
+      results[currentKey] = iteratee(obj[currentKey], currentKey, obj);
+    }
+    return results;
+  }
+
+  // Predicate-generating function. Often useful outside of Underscore.
+  function noop(){}
+
+  // Generates a function for a given object that returns a given property.
+  function propertyOf(obj) {
+    if (obj == null) return noop;
+    return function(path) {
+      return get(obj, path);
+    };
+  }
+
+  // Run a function **n** times.
+  function times(n, iteratee, context) {
+    var accum = Array(Math.max(0, n));
+    iteratee = optimizeCb(iteratee, context, 1);
+    for (var i = 0; i < n; i++) accum[i] = iteratee(i);
+    return accum;
+  }
+
+  // Return a random integer between `min` and `max` (inclusive).
+  function random(min, max) {
+    if (max == null) {
+      max = min;
+      min = 0;
+    }
+    return min + Math.floor(Math.random() * (max - min + 1));
+  }
+
+  // A (possibly faster) way to get the current timestamp as an integer.
+  var now = Date.now || function() {
+    return new Date().getTime();
+  };
+
+  // Internal helper to generate functions for escaping and unescaping strings
+  // to/from HTML interpolation.
+  function createEscaper(map) {
+    var escaper = function(match) {
+      return map[match];
+    };
+    // Regexes for identifying a key that needs to be escaped.
+    var source = '(?:' + keys(map).join('|') + ')';
+    var testRegexp = RegExp(source);
+    var replaceRegexp = RegExp(source, 'g');
+    return function(string) {
+      string = string == null ? '' : '' + string;
+      return testRegexp.test(string) ? string.replace(replaceRegexp, escaper) : string;
+    };
+  }
+
+  // Internal list of HTML entities for escaping.
+  var escapeMap = {
+    '&': '&amp;',
+    '<': '&lt;',
+    '>': '&gt;',
+    '"': '&quot;',
+    "'": '&#x27;',
+    '`': '&#x60;'
+  };
+
+  // Function for escaping strings to HTML interpolation.
+  var _escape = createEscaper(escapeMap);
+
+  // Internal list of HTML entities for unescaping.
+  var unescapeMap = invert(escapeMap);
+
+  // Function for unescaping strings from HTML interpolation.
+  var _unescape = createEscaper(unescapeMap);
+
+  // By default, Underscore uses ERB-style template delimiters. Change the
+  // following template settings to use alternative delimiters.
+  var templateSettings = _$1.templateSettings = {
+    evaluate: /<%([\s\S]+?)%>/g,
+    interpolate: /<%=([\s\S]+?)%>/g,
+    escape: /<%-([\s\S]+?)%>/g
+  };
+
+  // When customizing `_.templateSettings`, if you don't want to define an
+  // interpolation, evaluation or escaping regex, we need one that is
+  // guaranteed not to match.
+  var noMatch = /(.)^/;
+
+  // Certain characters need to be escaped so that they can be put into a
+  // string literal.
+  var escapes = {
+    "'": "'",
+    '\\': '\\',
+    '\r': 'r',
+    '\n': 'n',
+    '\u2028': 'u2028',
+    '\u2029': 'u2029'
+  };
+
+  var escapeRegExp = /\\|'|\r|\n|\u2028|\u2029/g;
+
+  function escapeChar(match) {
+    return '\\' + escapes[match];
+  }
+
+  // In order to prevent third-party code injection through
+  // `_.templateSettings.variable`, we test it against the following regular
+  // expression. It is intentionally a bit more liberal than just matching valid
+  // identifiers, but still prevents possible loopholes through defaults or
+  // destructuring assignment.
+  var bareIdentifier = /^\s*(\w|\$)+\s*$/;
+
+  // JavaScript micro-templating, similar to John Resig's implementation.
+  // Underscore templating handles arbitrary delimiters, preserves whitespace,
+  // and correctly escapes quotes within interpolated code.
+  // NB: `oldSettings` only exists for backwards compatibility.
+  function template(text, settings, oldSettings) {
+    if (!settings && oldSettings) settings = oldSettings;
+    settings = defaults({}, settings, _$1.templateSettings);
+
+    // Combine delimiters into one regular expression via alternation.
+    var matcher = RegExp([
+      (settings.escape || noMatch).source,
+      (settings.interpolate || noMatch).source,
+      (settings.evaluate || noMatch).source
+    ].join('|') + '|$', 'g');
+
+    // Compile the template source, escaping string literals appropriately.
+    var index = 0;
+    var source = "__p+='";
+    text.replace(matcher, function(match, escape, interpolate, evaluate, offset) {
+      source += text.slice(index, offset).replace(escapeRegExp, escapeChar);
+      index = offset + match.length;
+
+      if (escape) {
+        source += "'+\n((__t=(" + escape + "))==null?'':_.escape(__t))+\n'";
+      } else if (interpolate) {
+        source += "'+\n((__t=(" + interpolate + "))==null?'':__t)+\n'";
+      } else if (evaluate) {
+        source += "';\n" + evaluate + "\n__p+='";
+      }
+
+      // Adobe VMs need the match returned to produce the correct offset.
+      return match;
+    });
+    source += "';\n";
+
+    var argument = settings.variable;
+    if (argument) {
+      // Insure against third-party code injection. (CVE-2021-23358)
+      if (!bareIdentifier.test(argument)) throw new Error(
+        'variable is not a bare identifier: ' + argument
+      );
+    } else {
+      // If a variable is not specified, place data values in local scope.
+      source = 'with(obj||{}){\n' + source + '}\n';
+      argument = 'obj';
+    }
+
+    source = "var __t,__p='',__j=Array.prototype.join," +
+      "print=function(){__p+=__j.call(arguments,'');};\n" +
+      source + 'return __p;\n';
+
+    var render;
+    try {
+      render = new Function(argument, '_', source);
+    } catch (e) {
+      e.source = source;
+      throw e;
+    }
+
+    var template = function(data) {
+      return render.call(this, data, _$1);
+    };
+
+    // Provide the compiled source as a convenience for precompilation.
+    template.source = 'function(' + argument + '){\n' + source + '}';
+
+    return template;
+  }
+
+  // Traverses the children of `obj` along `path`. If a child is a function, it
+  // is invoked with its parent as context. Returns the value of the final
+  // child, or `fallback` if any child is undefined.
+  function result(obj, path, fallback) {
+    path = toPath(path);
+    var length = path.length;
+    if (!length) {
+      return isFunction$1(fallback) ? fallback.call(obj) : fallback;
+    }
+    for (var i = 0; i < length; i++) {
+      var prop = obj == null ? void 0 : obj[path[i]];
+      if (prop === void 0) {
+        prop = fallback;
+        i = length; // Ensure we don't continue iterating.
+      }
+      obj = isFunction$1(prop) ? prop.call(obj) : prop;
+    }
+    return obj;
+  }
+
+  // Generate a unique integer id (unique within the entire client session).
+  // Useful for temporary DOM ids.
+  var idCounter = 0;
+  function uniqueId(prefix) {
+    var id = ++idCounter + '';
+    return prefix ? prefix + id : id;
+  }
+
+  // Start chaining a wrapped Underscore object.
+  function chain(obj) {
+    var instance = _$1(obj);
+    instance._chain = true;
+    return instance;
+  }
+
+  // Internal function to execute `sourceFunc` bound to `context` with optional
+  // `args`. Determines whether to execute a function as a constructor or as a
+  // normal function.
+  function executeBound(sourceFunc, boundFunc, context, callingContext, args) {
+    if (!(callingContext instanceof boundFunc)) return sourceFunc.apply(context, args);
+    var self = baseCreate(sourceFunc.prototype);
+    var result = sourceFunc.apply(self, args);
+    if (isObject(result)) return result;
+    return self;
+  }
+
+  // Partially apply a function by creating a version that has had some of its
+  // arguments pre-filled, without changing its dynamic `this` context. `_` acts
+  // as a placeholder by default, allowing any combination of arguments to be
+  // pre-filled. Set `_.partial.placeholder` for a custom placeholder argument.
+  var partial = restArguments(function(func, boundArgs) {
+    var placeholder = partial.placeholder;
+    var bound = function() {
+      var position = 0, length = boundArgs.length;
+      var args = Array(length);
+      for (var i = 0; i < length; i++) {
+        args[i] = boundArgs[i] === placeholder ? arguments[position++] : boundArgs[i];
+      }
+      while (position < arguments.length) args.push(arguments[position++]);
+      return executeBound(func, bound, this, this, args);
+    };
+    return bound;
+  });
+
+  partial.placeholder = _$1;
+
+  // Create a function bound to a given object (assigning `this`, and arguments,
+  // optionally).
+  var bind = restArguments(function(func, context, args) {
+    if (!isFunction$1(func)) throw new TypeError('Bind must be called on a function');
+    var bound = restArguments(function(callArgs) {
+      return executeBound(func, bound, context, this, args.concat(callArgs));
+    });
+    return bound;
+  });
+
+  // Internal helper for collection methods to determine whether a collection
+  // should be iterated as an array or as an object.
+  // Related: https://people.mozilla.org/~jorendorff/es6-draft.html#sec-tolength
+  // Avoids a very nasty iOS 8 JIT bug on ARM-64. #2094
+  var isArrayLike = createSizePropertyCheck(getLength);
+
+  // Internal implementation of a recursive `flatten` function.
+  function flatten$1(input, depth, strict, output) {
+    output = output || [];
+    if (!depth && depth !== 0) {
+      depth = Infinity;
+    } else if (depth <= 0) {
+      return output.concat(input);
+    }
+    var idx = output.length;
+    for (var i = 0, length = getLength(input); i < length; i++) {
+      var value = input[i];
+      if (isArrayLike(value) && (isArray(value) || isArguments$1(value))) {
+        // Flatten current level of array or arguments object.
+        if (depth > 1) {
+          flatten$1(value, depth - 1, strict, output);
+          idx = output.length;
+        } else {
+          var j = 0, len = value.length;
+          while (j < len) output[idx++] = value[j++];
+        }
+      } else if (!strict) {
+        output[idx++] = value;
+      }
+    }
+    return output;
+  }
+
+  // Bind a number of an object's methods to that object. Remaining arguments
+  // are the method names to be bound. Useful for ensuring that all callbacks
+  // defined on an object belong to it.
+  var bindAll = restArguments(function(obj, keys) {
+    keys = flatten$1(keys, false, false);
+    var index = keys.length;
+    if (index < 1) throw new Error('bindAll must be passed function names');
+    while (index--) {
+      var key = keys[index];
+      obj[key] = bind(obj[key], obj);
+    }
+    return obj;
+  });
+
+  // Memoize an expensive function by storing its results.
+  function memoize(func, hasher) {
+    var memoize = function(key) {
+      var cache = memoize.cache;
+      var address = '' + (hasher ? hasher.apply(this, arguments) : key);
+      if (!has$1(cache, address)) cache[address] = func.apply(this, arguments);
+      return cache[address];
+    };
+    memoize.cache = {};
+    return memoize;
+  }
+
+  // Delays a function for the given number of milliseconds, and then calls
+  // it with the arguments supplied.
+  var delay = restArguments(function(func, wait, args) {
+    return setTimeout(function() {
+      return func.apply(null, args);
+    }, wait);
+  });
+
+  // Defers a function, scheduling it to run after the current call stack has
+  // cleared.
+  var defer = partial(delay, _$1, 1);
+
+  // Returns a function, that, when invoked, will only be triggered at most once
+  // during a given window of time. Normally, the throttled function will run
+  // as much as it can, without ever going more than once per `wait` duration;
+  // but if you'd like to disable the execution on the leading edge, pass
+  // `{leading: false}`. To disable execution on the trailing edge, ditto.
+  function throttle(func, wait, options) {
+    var timeout, context, args, result;
+    var previous = 0;
+    if (!options) options = {};
+
+    var later = function() {
+      previous = options.leading === false ? 0 : now();
+      timeout = null;
+      result = func.apply(context, args);
+      if (!timeout) context = args = null;
+    };
+
+    var throttled = function() {
+      var _now = now();
+      if (!previous && options.leading === false) previous = _now;
+      var remaining = wait - (_now - previous);
+      context = this;
+      args = arguments;
+      if (remaining <= 0 || remaining > wait) {
+        if (timeout) {
+          clearTimeout(timeout);
+          timeout = null;
+        }
+        previous = _now;
+        result = func.apply(context, args);
+        if (!timeout) context = args = null;
+      } else if (!timeout && options.trailing !== false) {
+        timeout = setTimeout(later, remaining);
+      }
+      return result;
+    };
+
+    throttled.cancel = function() {
+      clearTimeout(timeout);
+      previous = 0;
+      timeout = context = args = null;
+    };
+
+    return throttled;
+  }
+
+  // When a sequence of calls of the returned function ends, the argument
+  // function is triggered. The end of a sequence is defined by the `wait`
+  // parameter. If `immediate` is passed, the argument function will be
+  // triggered at the beginning of the sequence instead of at the end.
+  function debounce(func, wait, immediate) {
+    var timeout, previous, args, result, context;
+
+    var later = function() {
+      var passed = now() - previous;
+      if (wait > passed) {
+        timeout = setTimeout(later, wait - passed);
+      } else {
+        timeout = null;
+        if (!immediate) result = func.apply(context, args);
+        // This check is needed because `func` can recursively invoke `debounced`.
+        if (!timeout) args = context = null;
+      }
+    };
+
+    var debounced = restArguments(function(_args) {
+      context = this;
+      args = _args;
+      previous = now();
+      if (!timeout) {
+        timeout = setTimeout(later, wait);
+        if (immediate) result = func.apply(context, args);
+      }
+      return result;
+    });
+
+    debounced.cancel = function() {
+      clearTimeout(timeout);
+      timeout = args = context = null;
+    };
+
+    return debounced;
+  }
+
+  // Returns the first function passed as an argument to the second,
+  // allowing you to adjust arguments, run code before and after, and
+  // conditionally execute the original function.
+  function wrap(func, wrapper) {
+    return partial(wrapper, func);
+  }
+
+  // Returns a negated version of the passed-in predicate.
+  function negate(predicate) {
+    return function() {
+      return !predicate.apply(this, arguments);
+    };
+  }
+
+  // Returns a function that is the composition of a list of functions, each
+  // consuming the return value of the function that follows.
+  function compose() {
+    var args = arguments;
+    var start = args.length - 1;
+    return function() {
+      var i = start;
+      var result = args[start].apply(this, arguments);
+      while (i--) result = args[i].call(this, result);
+      return result;
+    };
+  }
+
+  // Returns a function that will only be executed on and after the Nth call.
+  function after(times, func) {
+    return function() {
+      if (--times < 1) {
+        return func.apply(this, arguments);
+      }
+    };
+  }
+
+  // Returns a function that will only be executed up to (but not including) the
+  // Nth call.
+  function before(times, func) {
+    var memo;
+    return function() {
+      if (--times > 0) {
+        memo = func.apply(this, arguments);
+      }
+      if (times <= 1) func = null;
+      return memo;
+    };
+  }
+
+  // Returns a function that will be executed at most one time, no matter how
+  // often you call it. Useful for lazy initialization.
+  var once = partial(before, 2);
+
+  // Returns the first key on an object that passes a truth test.
+  function findKey(obj, predicate, context) {
+    predicate = cb(predicate, context);
+    var _keys = keys(obj), key;
+    for (var i = 0, length = _keys.length; i < length; i++) {
+      key = _keys[i];
+      if (predicate(obj[key], key, obj)) return key;
+    }
+  }
+
+  // Internal function to generate `_.findIndex` and `_.findLastIndex`.
+  function createPredicateIndexFinder(dir) {
+    return function(array, predicate, context) {
+      predicate = cb(predicate, context);
+      var length = getLength(array);
+      var index = dir > 0 ? 0 : length - 1;
+      for (; index >= 0 && index < length; index += dir) {
+        if (predicate(array[index], index, array)) return index;
+      }
+      return -1;
+    };
+  }
+
+  // Returns the first index on an array-like that passes a truth test.
+  var findIndex = createPredicateIndexFinder(1);
+
+  // Returns the last index on an array-like that passes a truth test.
+  var findLastIndex = createPredicateIndexFinder(-1);
+
+  // Use a comparator function to figure out the smallest index at which
+  // an object should be inserted so as to maintain order. Uses binary search.
+  function sortedIndex(array, obj, iteratee, context) {
+    iteratee = cb(iteratee, context, 1);
+    var value = iteratee(obj);
+    var low = 0, high = getLength(array);
+    while (low < high) {
+      var mid = Math.floor((low + high) / 2);
+      if (iteratee(array[mid]) < value) low = mid + 1; else high = mid;
+    }
+    return low;
+  }
+
+  // Internal function to generate the `_.indexOf` and `_.lastIndexOf` functions.
+  function createIndexFinder(dir, predicateFind, sortedIndex) {
+    return function(array, item, idx) {
+      var i = 0, length = getLength(array);
+      if (typeof idx == 'number') {
+        if (dir > 0) {
+          i = idx >= 0 ? idx : Math.max(idx + length, i);
+        } else {
+          length = idx >= 0 ? Math.min(idx + 1, length) : idx + length + 1;
+        }
+      } else if (sortedIndex && idx && length) {
+        idx = sortedIndex(array, item);
+        return array[idx] === item ? idx : -1;
+      }
+      if (item !== item) {
+        idx = predicateFind(slice.call(array, i, length), isNaN$1);
+        return idx >= 0 ? idx + i : -1;
+      }
+      for (idx = dir > 0 ? i : length - 1; idx >= 0 && idx < length; idx += dir) {
+        if (array[idx] === item) return idx;
+      }
+      return -1;
+    };
+  }
+
+  // Return the position of the first occurrence of an item in an array,
+  // or -1 if the item is not included in the array.
+  // If the array is large and already in sort order, pass `true`
+  // for **isSorted** to use binary search.
+  var indexOf = createIndexFinder(1, findIndex, sortedIndex);
+
+  // Return the position of the last occurrence of an item in an array,
+  // or -1 if the item is not included in the array.
+  var lastIndexOf = createIndexFinder(-1, findLastIndex);
+
+  // Return the first value which passes a truth test.
+  function find(obj, predicate, context) {
+    var keyFinder = isArrayLike(obj) ? findIndex : findKey;
+    var key = keyFinder(obj, predicate, context);
+    if (key !== void 0 && key !== -1) return obj[key];
+  }
+
+  // Convenience version of a common use case of `_.find`: getting the first
+  // object containing specific `key:value` pairs.
+  function findWhere(obj, attrs) {
+    return find(obj, matcher(attrs));
+  }
+
+  // The cornerstone for collection functions, an `each`
+  // implementation, aka `forEach`.
+  // Handles raw objects in addition to array-likes. Treats all
+  // sparse array-likes as if they were dense.
+  function each(obj, iteratee, context) {
+    iteratee = optimizeCb(iteratee, context);
+    var i, length;
+    if (isArrayLike(obj)) {
+      for (i = 0, length = obj.length; i < length; i++) {
+        iteratee(obj[i], i, obj);
+      }
+    } else {
+      var _keys = keys(obj);
+      for (i = 0, length = _keys.length; i < length; i++) {
+        iteratee(obj[_keys[i]], _keys[i], obj);
+      }
+    }
+    return obj;
+  }
+
+  // Return the results of applying the iteratee to each element.
+  function map(obj, iteratee, context) {
+    iteratee = cb(iteratee, context);
+    var _keys = !isArrayLike(obj) && keys(obj),
+        length = (_keys || obj).length,
+        results = Array(length);
+    for (var index = 0; index < length; index++) {
+      var currentKey = _keys ? _keys[index] : index;
+      results[index] = iteratee(obj[currentKey], currentKey, obj);
+    }
+    return results;
+  }
+
+  // Internal helper to create a reducing function, iterating left or right.
+  function createReduce(dir) {
+    // Wrap code that reassigns argument variables in a separate function than
+    // the one that accesses `arguments.length` to avoid a perf hit. (#1991)
+    var reducer = function(obj, iteratee, memo, initial) {
+      var _keys = !isArrayLike(obj) && keys(obj),
+          length = (_keys || obj).length,
+          index = dir > 0 ? 0 : length - 1;
+      if (!initial) {
+        memo = obj[_keys ? _keys[index] : index];
+        index += dir;
+      }
+      for (; index >= 0 && index < length; index += dir) {
+        var currentKey = _keys ? _keys[index] : index;
+        memo = iteratee(memo, obj[currentKey], currentKey, obj);
+      }
+      return memo;
+    };
+
+    return function(obj, iteratee, memo, context) {
+      var initial = arguments.length >= 3;
+      return reducer(obj, optimizeCb(iteratee, context, 4), memo, initial);
+    };
+  }
+
+  // **Reduce** builds up a single result from a list of values, aka `inject`,
+  // or `foldl`.
+  var reduce = createReduce(1);
+
+  // The right-associative version of reduce, also known as `foldr`.
+  var reduceRight = createReduce(-1);
+
+  // Return all the elements that pass a truth test.
+  function filter(obj, predicate, context) {
+    var results = [];
+    predicate = cb(predicate, context);
+    each(obj, function(value, index, list) {
+      if (predicate(value, index, list)) results.push(value);
+    });
+    return results;
+  }
+
+  // Return all the elements for which a truth test fails.
+  function reject(obj, predicate, context) {
+    return filter(obj, negate(cb(predicate)), context);
+  }
+
+  // Determine whether all of the elements pass a truth test.
+  function every(obj, predicate, context) {
+    predicate = cb(predicate, context);
+    var _keys = !isArrayLike(obj) && keys(obj),
+        length = (_keys || obj).length;
+    for (var index = 0; index < length; index++) {
+      var currentKey = _keys ? _keys[index] : index;
+      if (!predicate(obj[currentKey], currentKey, obj)) return false;
+    }
+    return true;
+  }
+
+  // Determine if at least one element in the object passes a truth test.
+  function some(obj, predicate, context) {
+    predicate = cb(predicate, context);
+    var _keys = !isArrayLike(obj) && keys(obj),
+        length = (_keys || obj).length;
+    for (var index = 0; index < length; index++) {
+      var currentKey = _keys ? _keys[index] : index;
+      if (predicate(obj[currentKey], currentKey, obj)) return true;
+    }
+    return false;
+  }
+
+  // Determine if the array or object contains a given item (using `===`).
+  function contains(obj, item, fromIndex, guard) {
+    if (!isArrayLike(obj)) obj = values(obj);
+    if (typeof fromIndex != 'number' || guard) fromIndex = 0;
+    return indexOf(obj, item, fromIndex) >= 0;
+  }
+
+  // Invoke a method (with arguments) on every item in a collection.
+  var invoke = restArguments(function(obj, path, args) {
+    var contextPath, func;
+    if (isFunction$1(path)) {
+      func = path;
+    } else {
+      path = toPath(path);
+      contextPath = path.slice(0, -1);
+      path = path[path.length - 1];
+    }
+    return map(obj, function(context) {
+      var method = func;
+      if (!method) {
+        if (contextPath && contextPath.length) {
+          context = deepGet(context, contextPath);
+        }
+        if (context == null) return void 0;
+        method = context[path];
+      }
+      return method == null ? method : method.apply(context, args);
+    });
+  });
+
+  // Convenience version of a common use case of `_.map`: fetching a property.
+  function pluck(obj, key) {
+    return map(obj, property(key));
+  }
+
+  // Convenience version of a common use case of `_.filter`: selecting only
+  // objects containing specific `key:value` pairs.
+  function where(obj, attrs) {
+    return filter(obj, matcher(attrs));
+  }
+
+  // Return the maximum element (or element-based computation).
+  function max(obj, iteratee, context) {
+    var result = -Infinity, lastComputed = -Infinity,
+        value, computed;
+    if (iteratee == null || typeof iteratee == 'number' && typeof obj[0] != 'object' && obj != null) {
+      obj = isArrayLike(obj) ? obj : values(obj);
+      for (var i = 0, length = obj.length; i < length; i++) {
+        value = obj[i];
+        if (value != null && value > result) {
+          result = value;
+        }
+      }
+    } else {
+      iteratee = cb(iteratee, context);
+      each(obj, function(v, index, list) {
+        computed = iteratee(v, index, list);
+        if (computed > lastComputed || computed === -Infinity && result === -Infinity) {
+          result = v;
+          lastComputed = computed;
+        }
+      });
+    }
+    return result;
+  }
+
+  // Return the minimum element (or element-based computation).
+  function min(obj, iteratee, context) {
+    var result = Infinity, lastComputed = Infinity,
+        value, computed;
+    if (iteratee == null || typeof iteratee == 'number' && typeof obj[0] != 'object' && obj != null) {
+      obj = isArrayLike(obj) ? obj : values(obj);
+      for (var i = 0, length = obj.length; i < length; i++) {
+        value = obj[i];
+        if (value != null && value < result) {
+          result = value;
+        }
+      }
+    } else {
+      iteratee = cb(iteratee, context);
+      each(obj, function(v, index, list) {
+        computed = iteratee(v, index, list);
+        if (computed < lastComputed || computed === Infinity && result === Infinity) {
+          result = v;
+          lastComputed = computed;
+        }
+      });
+    }
+    return result;
+  }
+
+  // Sample **n** random values from a collection using the modern version of the
+  // [Fisher-Yates shuffle](https://en.wikipedia.org/wiki/Fisher–Yates_shuffle).
+  // If **n** is not specified, returns a single random element.
+  // The internal `guard` argument allows it to work with `_.map`.
+  function sample(obj, n, guard) {
+    if (n == null || guard) {
+      if (!isArrayLike(obj)) obj = values(obj);
+      return obj[random(obj.length - 1)];
+    }
+    var sample = isArrayLike(obj) ? clone(obj) : values(obj);
+    var length = getLength(sample);
+    n = Math.max(Math.min(n, length), 0);
+    var last = length - 1;
+    for (var index = 0; index < n; index++) {
+      var rand = random(index, last);
+      var temp = sample[index];
+      sample[index] = sample[rand];
+      sample[rand] = temp;
+    }
+    return sample.slice(0, n);
+  }
+
+  // Shuffle a collection.
+  function shuffle(obj) {
+    return sample(obj, Infinity);
+  }
+
+  // Sort the object's values by a criterion produced by an iteratee.
+  function sortBy(obj, iteratee, context) {
+    var index = 0;
+    iteratee = cb(iteratee, context);
+    return pluck(map(obj, function(value, key, list) {
+      return {
+        value: value,
+        index: index++,
+        criteria: iteratee(value, key, list)
+      };
+    }).sort(function(left, right) {
+      var a = left.criteria;
+      var b = right.criteria;
+      if (a !== b) {
+        if (a > b || a === void 0) return 1;
+        if (a < b || b === void 0) return -1;
+      }
+      return left.index - right.index;
+    }), 'value');
+  }
+
+  // An internal function used for aggregate "group by" operations.
+  function group(behavior, partition) {
+    return function(obj, iteratee, context) {
+      var result = partition ? [[], []] : {};
+      iteratee = cb(iteratee, context);
+      each(obj, function(value, index) {
+        var key = iteratee(value, index, obj);
+        behavior(result, value, key);
+      });
+      return result;
+    };
+  }
+
+  // Groups the object's values by a criterion. Pass either a string attribute
+  // to group by, or a function that returns the criterion.
+  var groupBy = group(function(result, value, key) {
+    if (has$1(result, key)) result[key].push(value); else result[key] = [value];
+  });
+
+  // Indexes the object's values by a criterion, similar to `_.groupBy`, but for
+  // when you know that your index values will be unique.
+  var indexBy = group(function(result, value, key) {
+    result[key] = value;
+  });
+
+  // Counts instances of an object that group by a certain criterion. Pass
+  // either a string attribute to count by, or a function that returns the
+  // criterion.
+  var countBy = group(function(result, value, key) {
+    if (has$1(result, key)) result[key]++; else result[key] = 1;
+  });
+
+  // Split a collection into two arrays: one whose elements all pass the given
+  // truth test, and one whose elements all do not pass the truth test.
+  var partition = group(function(result, value, pass) {
+    result[pass ? 0 : 1].push(value);
+  }, true);
+
+  // Safely create a real, live array from anything iterable.
+  var reStrSymbol = /[^\ud800-\udfff]|[\ud800-\udbff][\udc00-\udfff]|[\ud800-\udfff]/g;
+  function toArray(obj) {
+    if (!obj) return [];
+    if (isArray(obj)) return slice.call(obj);
+    if (isString(obj)) {
+      // Keep surrogate pair characters together.
+      return obj.match(reStrSymbol);
+    }
+    if (isArrayLike(obj)) return map(obj, identity);
+    return values(obj);
+  }
+
+  // Return the number of elements in a collection.
+  function size(obj) {
+    if (obj == null) return 0;
+    return isArrayLike(obj) ? obj.length : keys(obj).length;
+  }
+
+  // Internal `_.pick` helper function to determine whether `key` is an enumerable
+  // property name of `obj`.
+  function keyInObj(value, key, obj) {
+    return key in obj;
+  }
+
+  // Return a copy of the object only containing the allowed properties.
+  var pick = restArguments(function(obj, keys) {
+    var result = {}, iteratee = keys[0];
+    if (obj == null) return result;
+    if (isFunction$1(iteratee)) {
+      if (keys.length > 1) iteratee = optimizeCb(iteratee, keys[1]);
+      keys = allKeys(obj);
+    } else {
+      iteratee = keyInObj;
+      keys = flatten$1(keys, false, false);
+      obj = Object(obj);
+    }
+    for (var i = 0, length = keys.length; i < length; i++) {
+      var key = keys[i];
+      var value = obj[key];
+      if (iteratee(value, key, obj)) result[key] = value;
+    }
+    return result;
+  });
+
+  // Return a copy of the object without the disallowed properties.
+  var omit = restArguments(function(obj, keys) {
+    var iteratee = keys[0], context;
+    if (isFunction$1(iteratee)) {
+      iteratee = negate(iteratee);
+      if (keys.length > 1) context = keys[1];
+    } else {
+      keys = map(flatten$1(keys, false, false), String);
+      iteratee = function(value, key) {
+        return !contains(keys, key);
+      };
+    }
+    return pick(obj, iteratee, context);
+  });
+
+  // Returns everything but the last entry of the array. Especially useful on
+  // the arguments object. Passing **n** will return all the values in
+  // the array, excluding the last N.
+  function initial(array, n, guard) {
+    return slice.call(array, 0, Math.max(0, array.length - (n == null || guard ? 1 : n)));
+  }
+
+  // Get the first element of an array. Passing **n** will return the first N
+  // values in the array. The **guard** check allows it to work with `_.map`.
+  function first(array, n, guard) {
+    if (array == null || array.length < 1) return n == null || guard ? void 0 : [];
+    if (n == null || guard) return array[0];
+    return initial(array, array.length - n);
+  }
+
+  // Returns everything but the first entry of the `array`. Especially useful on
+  // the `arguments` object. Passing an **n** will return the rest N values in the
+  // `array`.
+  function rest(array, n, guard) {
+    return slice.call(array, n == null || guard ? 1 : n);
+  }
+
+  // Get the last element of an array. Passing **n** will return the last N
+  // values in the array.
+  function last(array, n, guard) {
+    if (array == null || array.length < 1) return n == null || guard ? void 0 : [];
+    if (n == null || guard) return array[array.length - 1];
+    return rest(array, Math.max(0, array.length - n));
+  }
+
+  // Trim out all falsy values from an array.
+  function compact(array) {
+    return filter(array, Boolean);
+  }
+
+  // Flatten out an array, either recursively (by default), or up to `depth`.
+  // Passing `true` or `false` as `depth` means `1` or `Infinity`, respectively.
+  function flatten(array, depth) {
+    return flatten$1(array, depth, false);
+  }
+
+  // Take the difference between one array and a number of other arrays.
+  // Only the elements present in just the first array will remain.
+  var difference = restArguments(function(array, rest) {
+    rest = flatten$1(rest, true, true);
+    return filter(array, function(value){
+      return !contains(rest, value);
+    });
+  });
+
+  // Return a version of the array that does not contain the specified value(s).
+  var without = restArguments(function(array, otherArrays) {
+    return difference(array, otherArrays);
+  });
+
+  // Produce a duplicate-free version of the array. If the array has already
+  // been sorted, you have the option of using a faster algorithm.
+  // The faster algorithm will not work with an iteratee if the iteratee
+  // is not a one-to-one function, so providing an iteratee will disable
+  // the faster algorithm.
+  function uniq(array, isSorted, iteratee, context) {
+    if (!isBoolean(isSorted)) {
+      context = iteratee;
+      iteratee = isSorted;
+      isSorted = false;
+    }
+    if (iteratee != null) iteratee = cb(iteratee, context);
+    var result = [];
+    var seen = [];
+    for (var i = 0, length = getLength(array); i < length; i++) {
+      var value = array[i],
+          computed = iteratee ? iteratee(value, i, array) : value;
+      if (isSorted && !iteratee) {
+        if (!i || seen !== computed) result.push(value);
+        seen = computed;
+      } else if (iteratee) {
+        if (!contains(seen, computed)) {
+          seen.push(computed);
+          result.push(value);
+        }
+      } else if (!contains(result, value)) {
+        result.push(value);
+      }
+    }
+    return result;
+  }
+
+  // Produce an array that contains the union: each distinct element from all of
+  // the passed-in arrays.
+  var union = restArguments(function(arrays) {
+    return uniq(flatten$1(arrays, true, true));
+  });
+
+  // Produce an array that contains every item shared between all the
+  // passed-in arrays.
+  function intersection(array) {
+    var result = [];
+    var argsLength = arguments.length;
+    for (var i = 0, length = getLength(array); i < length; i++) {
+      var item = array[i];
+      if (contains(result, item)) continue;
+      var j;
+      for (j = 1; j < argsLength; j++) {
+        if (!contains(arguments[j], item)) break;
+      }
+      if (j === argsLength) result.push(item);
+    }
+    return result;
+  }
+
+  // Complement of zip. Unzip accepts an array of arrays and groups
+  // each array's elements on shared indices.
+  function unzip(array) {
+    var length = array && max(array, getLength).length || 0;
+    var result = Array(length);
+
+    for (var index = 0; index < length; index++) {
+      result[index] = pluck(array, index);
+    }
+    return result;
+  }
+
+  // Zip together multiple lists into a single array -- elements that share
+  // an index go together.
+  var zip = restArguments(unzip);
+
+  // Converts lists into objects. Pass either a single array of `[key, value]`
+  // pairs, or two parallel arrays of the same length -- one of keys, and one of
+  // the corresponding values. Passing by pairs is the reverse of `_.pairs`.
+  function object(list, values) {
+    var result = {};
+    for (var i = 0, length = getLength(list); i < length; i++) {
+      if (values) {
+        result[list[i]] = values[i];
+      } else {
+        result[list[i][0]] = list[i][1];
+      }
+    }
+    return result;
+  }
+
+  // Generate an integer Array containing an arithmetic progression. A port of
+  // the native Python `range()` function. See
+  // [the Python documentation](https://docs.python.org/library/functions.html#range).
+  function range(start, stop, step) {
+    if (stop == null) {
+      stop = start || 0;
+      start = 0;
+    }
+    if (!step) {
+      step = stop < start ? -1 : 1;
+    }
+
+    var length = Math.max(Math.ceil((stop - start) / step), 0);
+    var range = Array(length);
+
+    for (var idx = 0; idx < length; idx++, start += step) {
+      range[idx] = start;
+    }
+
+    return range;
+  }
+
+  // Chunk a single array into multiple arrays, each containing `count` or fewer
+  // items.
+  function chunk(array, count) {
+    if (count == null || count < 1) return [];
+    var result = [];
+    var i = 0, length = array.length;
+    while (i < length) {
+      result.push(slice.call(array, i, i += count));
+    }
+    return result;
+  }
+
+  // Helper function to continue chaining intermediate results.
+  function chainResult(instance, obj) {
+    return instance._chain ? _$1(obj).chain() : obj;
+  }
+
+  // Add your own custom functions to the Underscore object.
+  function mixin(obj) {
+    each(functions(obj), function(name) {
+      var func = _$1[name] = obj[name];
+      _$1.prototype[name] = function() {
+        var args = [this._wrapped];
+        push.apply(args, arguments);
+        return chainResult(this, func.apply(_$1, args));
+      };
+    });
+    return _$1;
+  }
+
+  // Add all mutator `Array` functions to the wrapper.
+  each(['pop', 'push', 'reverse', 'shift', 'sort', 'splice', 'unshift'], function(name) {
+    var method = ArrayProto[name];
+    _$1.prototype[name] = function() {
+      var obj = this._wrapped;
+      if (obj != null) {
+        method.apply(obj, arguments);
+        if ((name === 'shift' || name === 'splice') && obj.length === 0) {
+          delete obj[0];
+        }
+      }
+      return chainResult(this, obj);
+    };
+  });
+
+  // Add all accessor `Array` functions to the wrapper.
+  each(['concat', 'join', 'slice'], function(name) {
+    var method = ArrayProto[name];
+    _$1.prototype[name] = function() {
+      var obj = this._wrapped;
+      if (obj != null) obj = method.apply(obj, arguments);
+      return chainResult(this, obj);
+    };
+  });
+
+  // Named Exports
+
+  var allExports = {
+    __proto__: null,
+    VERSION: VERSION,
+    restArguments: restArguments,
+    isObject: isObject,
+    isNull: isNull,
+    isUndefined: isUndefined,
+    isBoolean: isBoolean,
+    isElement: isElement,
+    isString: isString,
+    isNumber: isNumber,
+    isDate: isDate,
+    isRegExp: isRegExp,
+    isError: isError,
+    isSymbol: isSymbol,
+    isArrayBuffer: isArrayBuffer,
+    isDataView: isDataView$1,
+    isArray: isArray,
+    isFunction: isFunction$1,
+    isArguments: isArguments$1,
+    isFinite: isFinite$1,
+    isNaN: isNaN$1,
+    isTypedArray: isTypedArray$1,
+    isEmpty: isEmpty,
+    isMatch: isMatch,
+    isEqual: isEqual,
+    isMap: isMap,
+    isWeakMap: isWeakMap,
+    isSet: isSet,
+    isWeakSet: isWeakSet,
+    keys: keys,
+    allKeys: allKeys,
+    values: values,
+    pairs: pairs,
+    invert: invert,
+    functions: functions,
+    methods: functions,
+    extend: extend,
+    extendOwn: extendOwn,
+    assign: extendOwn,
+    defaults: defaults,
+    create: create,
+    clone: clone,
+    tap: tap,
+    get: get,
+    has: has,
+    mapObject: mapObject,
+    identity: identity,
+    constant: constant,
+    noop: noop,
+    toPath: toPath$1,
+    property: property,
+    propertyOf: propertyOf,
+    matcher: matcher,
+    matches: matcher,
+    times: times,
+    random: random,
+    now: now,
+    escape: _escape,
+    unescape: _unescape,
+    templateSettings: templateSettings,
+    template: template,
+    result: result,
+    uniqueId: uniqueId,
+    chain: chain,
+    iteratee: iteratee,
+    partial: partial,
+    bind: bind,
+    bindAll: bindAll,
+    memoize: memoize,
+    delay: delay,
+    defer: defer,
+    throttle: throttle,
+    debounce: debounce,
+    wrap: wrap,
+    negate: negate,
+    compose: compose,
+    after: after,
+    before: before,
+    once: once,
+    findKey: findKey,
+    findIndex: findIndex,
+    findLastIndex: findLastIndex,
+    sortedIndex: sortedIndex,
+    indexOf: indexOf,
+    lastIndexOf: lastIndexOf,
+    find: find,
+    detect: find,
+    findWhere: findWhere,
+    each: each,
+    forEach: each,
+    map: map,
+    collect: map,
+    reduce: reduce,
+    foldl: reduce,
+    inject: reduce,
+    reduceRight: reduceRight,
+    foldr: reduceRight,
+    filter: filter,
+    select: filter,
+    reject: reject,
+    every: every,
+    all: every,
+    some: some,
+    any: some,
+    contains: contains,
+    includes: contains,
+    include: contains,
+    invoke: invoke,
+    pluck: pluck,
+    where: where,
+    max: max,
+    min: min,
+    shuffle: shuffle,
+    sample: sample,
+    sortBy: sortBy,
+    groupBy: groupBy,
+    indexBy: indexBy,
+    countBy: countBy,
+    partition: partition,
+    toArray: toArray,
+    size: size,
+    pick: pick,
+    omit: omit,
+    first: first,
+    head: first,
+    take: first,
+    initial: initial,
+    last: last,
+    rest: rest,
+    tail: rest,
+    drop: rest,
+    compact: compact,
+    flatten: flatten,
+    without: without,
+    uniq: uniq,
+    unique: uniq,
+    union: union,
+    intersection: intersection,
+    difference: difference,
+    unzip: unzip,
+    transpose: unzip,
+    zip: zip,
+    object: object,
+    range: range,
+    chunk: chunk,
+    mixin: mixin,
+    'default': _$1
+  };
+
+  // Default Export
+
+  // Add all of the Underscore functions to the wrapper object.
+  var _ = mixin(allExports);
+  // Legacy Node.js API.
+  _._ = _;
+
+  return _;
+
+})));
+//# sourceMappingURL=underscore-umd.js.map
diff --git a/docs/_static/underscore.js b/docs/_static/underscore.js
index 5b55f32..cf177d4 100644
--- a/docs/_static/underscore.js
+++ b/docs/_static/underscore.js
@@ -1,31 +1,6 @@
-// Underscore.js 1.3.1
-// (c) 2009-2012 Jeremy Ashkenas, DocumentCloud Inc.
-// Underscore is freely distributable under the MIT license.
-// Portions of Underscore are inspired or borrowed from Prototype,
-// Oliver Steele's Functional, and John Resig's Micro-Templating.
-// For all details and documentation:
-// http://documentcloud.github.com/underscore
-(function(){function q(a,c,d){if(a===c)return a!==0||1/a==1/c;if(a==null||c==null)return a===c;if(a._chain)a=a._wrapped;if(c._chain)c=c._wrapped;if(a.isEqual&&b.isFunction(a.isEqual))return a.isEqual(c);if(c.isEqual&&b.isFunction(c.isEqual))return c.isEqual(a);var e=l.call(a);if(e!=l.call(c))return false;switch(e){case "[object String]":return a==String(c);case "[object Number]":return a!=+a?c!=+c:a==0?1/a==1/c:a==+c;case "[object Date]":case "[object Boolean]":return+a==+c;case "[object RegExp]":return a.source==
-c.source&&a.global==c.global&&a.multiline==c.multiline&&a.ignoreCase==c.ignoreCase}if(typeof a!="object"||typeof c!="object")return false;for(var f=d.length;f--;)if(d[f]==a)return true;d.push(a);var f=0,g=true;if(e=="[object Array]"){if(f=a.length,g=f==c.length)for(;f--;)if(!(g=f in a==f in c&&q(a[f],c[f],d)))break}else{if("constructor"in a!="constructor"in c||a.constructor!=c.constructor)return false;for(var h in a)if(b.has(a,h)&&(f++,!(g=b.has(c,h)&&q(a[h],c[h],d))))break;if(g){for(h in c)if(b.has(c,
-h)&&!f--)break;g=!f}}d.pop();return g}var r=this,G=r._,n={},k=Array.prototype,o=Object.prototype,i=k.slice,H=k.unshift,l=o.toString,I=o.hasOwnProperty,w=k.forEach,x=k.map,y=k.reduce,z=k.reduceRight,A=k.filter,B=k.every,C=k.some,p=k.indexOf,D=k.lastIndexOf,o=Array.isArray,J=Object.keys,s=Function.prototype.bind,b=function(a){return new m(a)};if(typeof exports!=="undefined"){if(typeof module!=="undefined"&&module.exports)exports=module.exports=b;exports._=b}else r._=b;b.VERSION="1.3.1";var j=b.each=
-b.forEach=function(a,c,d){if(a!=null)if(w&&a.forEach===w)a.forEach(c,d);else if(a.length===+a.length)for(var e=0,f=a.length;e<f;e++){if(e in a&&c.call(d,a[e],e,a)===n)break}else for(e in a)if(b.has(a,e)&&c.call(d,a[e],e,a)===n)break};b.map=b.collect=function(a,c,b){var e=[];if(a==null)return e;if(x&&a.map===x)return a.map(c,b);j(a,function(a,g,h){e[e.length]=c.call(b,a,g,h)});if(a.length===+a.length)e.length=a.length;return e};b.reduce=b.foldl=b.inject=function(a,c,d,e){var f=arguments.length>2;a==
-null&&(a=[]);if(y&&a.reduce===y)return e&&(c=b.bind(c,e)),f?a.reduce(c,d):a.reduce(c);j(a,function(a,b,i){f?d=c.call(e,d,a,b,i):(d=a,f=true)});if(!f)throw new TypeError("Reduce of empty array with no initial value");return d};b.reduceRight=b.foldr=function(a,c,d,e){var f=arguments.length>2;a==null&&(a=[]);if(z&&a.reduceRight===z)return e&&(c=b.bind(c,e)),f?a.reduceRight(c,d):a.reduceRight(c);var g=b.toArray(a).reverse();e&&!f&&(c=b.bind(c,e));return f?b.reduce(g,c,d,e):b.reduce(g,c)};b.find=b.detect=
-function(a,c,b){var e;E(a,function(a,g,h){if(c.call(b,a,g,h))return e=a,true});return e};b.filter=b.select=function(a,c,b){var e=[];if(a==null)return e;if(A&&a.filter===A)return a.filter(c,b);j(a,function(a,g,h){c.call(b,a,g,h)&&(e[e.length]=a)});return e};b.reject=function(a,c,b){var e=[];if(a==null)return e;j(a,function(a,g,h){c.call(b,a,g,h)||(e[e.length]=a)});return e};b.every=b.all=function(a,c,b){var e=true;if(a==null)return e;if(B&&a.every===B)return a.every(c,b);j(a,function(a,g,h){if(!(e=
-e&&c.call(b,a,g,h)))return n});return e};var E=b.some=b.any=function(a,c,d){c||(c=b.identity);var e=false;if(a==null)return e;if(C&&a.some===C)return a.some(c,d);j(a,function(a,b,h){if(e||(e=c.call(d,a,b,h)))return n});return!!e};b.include=b.contains=function(a,c){var b=false;if(a==null)return b;return p&&a.indexOf===p?a.indexOf(c)!=-1:b=E(a,function(a){return a===c})};b.invoke=function(a,c){var d=i.call(arguments,2);return b.map(a,function(a){return(b.isFunction(c)?c||a:a[c]).apply(a,d)})};b.pluck=
-function(a,c){return b.map(a,function(a){return a[c]})};b.max=function(a,c,d){if(!c&&b.isArray(a))return Math.max.apply(Math,a);if(!c&&b.isEmpty(a))return-Infinity;var e={computed:-Infinity};j(a,function(a,b,h){b=c?c.call(d,a,b,h):a;b>=e.computed&&(e={value:a,computed:b})});return e.value};b.min=function(a,c,d){if(!c&&b.isArray(a))return Math.min.apply(Math,a);if(!c&&b.isEmpty(a))return Infinity;var e={computed:Infinity};j(a,function(a,b,h){b=c?c.call(d,a,b,h):a;b<e.computed&&(e={value:a,computed:b})});
-return e.value};b.shuffle=function(a){var b=[],d;j(a,function(a,f){f==0?b[0]=a:(d=Math.floor(Math.random()*(f+1)),b[f]=b[d],b[d]=a)});return b};b.sortBy=function(a,c,d){return b.pluck(b.map(a,function(a,b,g){return{value:a,criteria:c.call(d,a,b,g)}}).sort(function(a,b){var c=a.criteria,d=b.criteria;return c<d?-1:c>d?1:0}),"value")};b.groupBy=function(a,c){var d={},e=b.isFunction(c)?c:function(a){return a[c]};j(a,function(a,b){var c=e(a,b);(d[c]||(d[c]=[])).push(a)});return d};b.sortedIndex=function(a,
-c,d){d||(d=b.identity);for(var e=0,f=a.length;e<f;){var g=e+f>>1;d(a[g])<d(c)?e=g+1:f=g}return e};b.toArray=function(a){return!a?[]:a.toArray?a.toArray():b.isArray(a)?i.call(a):b.isArguments(a)?i.call(a):b.values(a)};b.size=function(a){return b.toArray(a).length};b.first=b.head=function(a,b,d){return b!=null&&!d?i.call(a,0,b):a[0]};b.initial=function(a,b,d){return i.call(a,0,a.length-(b==null||d?1:b))};b.last=function(a,b,d){return b!=null&&!d?i.call(a,Math.max(a.length-b,0)):a[a.length-1]};b.rest=
-b.tail=function(a,b,d){return i.call(a,b==null||d?1:b)};b.compact=function(a){return b.filter(a,function(a){return!!a})};b.flatten=function(a,c){return b.reduce(a,function(a,e){if(b.isArray(e))return a.concat(c?e:b.flatten(e));a[a.length]=e;return a},[])};b.without=function(a){return b.difference(a,i.call(arguments,1))};b.uniq=b.unique=function(a,c,d){var d=d?b.map(a,d):a,e=[];b.reduce(d,function(d,g,h){if(0==h||(c===true?b.last(d)!=g:!b.include(d,g)))d[d.length]=g,e[e.length]=a[h];return d},[]);
-return e};b.union=function(){return b.uniq(b.flatten(arguments,true))};b.intersection=b.intersect=function(a){var c=i.call(arguments,1);return b.filter(b.uniq(a),function(a){return b.every(c,function(c){return b.indexOf(c,a)>=0})})};b.difference=function(a){var c=b.flatten(i.call(arguments,1));return b.filter(a,function(a){return!b.include(c,a)})};b.zip=function(){for(var a=i.call(arguments),c=b.max(b.pluck(a,"length")),d=Array(c),e=0;e<c;e++)d[e]=b.pluck(a,""+e);return d};b.indexOf=function(a,c,
-d){if(a==null)return-1;var e;if(d)return d=b.sortedIndex(a,c),a[d]===c?d:-1;if(p&&a.indexOf===p)return a.indexOf(c);for(d=0,e=a.length;d<e;d++)if(d in a&&a[d]===c)return d;return-1};b.lastIndexOf=function(a,b){if(a==null)return-1;if(D&&a.lastIndexOf===D)return a.lastIndexOf(b);for(var d=a.length;d--;)if(d in a&&a[d]===b)return d;return-1};b.range=function(a,b,d){arguments.length<=1&&(b=a||0,a=0);for(var d=arguments[2]||1,e=Math.max(Math.ceil((b-a)/d),0),f=0,g=Array(e);f<e;)g[f++]=a,a+=d;return g};
-var F=function(){};b.bind=function(a,c){var d,e;if(a.bind===s&&s)return s.apply(a,i.call(arguments,1));if(!b.isFunction(a))throw new TypeError;e=i.call(arguments,2);return d=function(){if(!(this instanceof d))return a.apply(c,e.concat(i.call(arguments)));F.prototype=a.prototype;var b=new F,g=a.apply(b,e.concat(i.call(arguments)));return Object(g)===g?g:b}};b.bindAll=function(a){var c=i.call(arguments,1);c.length==0&&(c=b.functions(a));j(c,function(c){a[c]=b.bind(a[c],a)});return a};b.memoize=function(a,
-c){var d={};c||(c=b.identity);return function(){var e=c.apply(this,arguments);return b.has(d,e)?d[e]:d[e]=a.apply(this,arguments)}};b.delay=function(a,b){var d=i.call(arguments,2);return setTimeout(function(){return a.apply(a,d)},b)};b.defer=function(a){return b.delay.apply(b,[a,1].concat(i.call(arguments,1)))};b.throttle=function(a,c){var d,e,f,g,h,i=b.debounce(function(){h=g=false},c);return function(){d=this;e=arguments;var b;f||(f=setTimeout(function(){f=null;h&&a.apply(d,e);i()},c));g?h=true:
-a.apply(d,e);i();g=true}};b.debounce=function(a,b){var d;return function(){var e=this,f=arguments;clearTimeout(d);d=setTimeout(function(){d=null;a.apply(e,f)},b)}};b.once=function(a){var b=false,d;return function(){if(b)return d;b=true;return d=a.apply(this,arguments)}};b.wrap=function(a,b){return function(){var d=[a].concat(i.call(arguments,0));return b.apply(this,d)}};b.compose=function(){var a=arguments;return function(){for(var b=arguments,d=a.length-1;d>=0;d--)b=[a[d].apply(this,b)];return b[0]}};
-b.after=function(a,b){return a<=0?b():function(){if(--a<1)return b.apply(this,arguments)}};b.keys=J||function(a){if(a!==Object(a))throw new TypeError("Invalid object");var c=[],d;for(d in a)b.has(a,d)&&(c[c.length]=d);return c};b.values=function(a){return b.map(a,b.identity)};b.functions=b.methods=function(a){var c=[],d;for(d in a)b.isFunction(a[d])&&c.push(d);return c.sort()};b.extend=function(a){j(i.call(arguments,1),function(b){for(var d in b)a[d]=b[d]});return a};b.defaults=function(a){j(i.call(arguments,
-1),function(b){for(var d in b)a[d]==null&&(a[d]=b[d])});return a};b.clone=function(a){return!b.isObject(a)?a:b.isArray(a)?a.slice():b.extend({},a)};b.tap=function(a,b){b(a);return a};b.isEqual=function(a,b){return q(a,b,[])};b.isEmpty=function(a){if(b.isArray(a)||b.isString(a))return a.length===0;for(var c in a)if(b.has(a,c))return false;return true};b.isElement=function(a){return!!(a&&a.nodeType==1)};b.isArray=o||function(a){return l.call(a)=="[object Array]"};b.isObject=function(a){return a===Object(a)};
-b.isArguments=function(a){return l.call(a)=="[object Arguments]"};if(!b.isArguments(arguments))b.isArguments=function(a){return!(!a||!b.has(a,"callee"))};b.isFunction=function(a){return l.call(a)=="[object Function]"};b.isString=function(a){return l.call(a)=="[object String]"};b.isNumber=function(a){return l.call(a)=="[object Number]"};b.isNaN=function(a){return a!==a};b.isBoolean=function(a){return a===true||a===false||l.call(a)=="[object Boolean]"};b.isDate=function(a){return l.call(a)=="[object Date]"};
-b.isRegExp=function(a){return l.call(a)=="[object RegExp]"};b.isNull=function(a){return a===null};b.isUndefined=function(a){return a===void 0};b.has=function(a,b){return I.call(a,b)};b.noConflict=function(){r._=G;return this};b.identity=function(a){return a};b.times=function(a,b,d){for(var e=0;e<a;e++)b.call(d,e)};b.escape=function(a){return(""+a).replace(/&/g,"&amp;").replace(/</g,"&lt;").replace(/>/g,"&gt;").replace(/"/g,"&quot;").replace(/'/g,"&#x27;").replace(/\//g,"&#x2F;")};b.mixin=function(a){j(b.functions(a),
-function(c){K(c,b[c]=a[c])})};var L=0;b.uniqueId=function(a){var b=L++;return a?a+b:b};b.templateSettings={evaluate:/<%([\s\S]+?)%>/g,interpolate:/<%=([\s\S]+?)%>/g,escape:/<%-([\s\S]+?)%>/g};var t=/.^/,u=function(a){return a.replace(/\\\\/g,"\\").replace(/\\'/g,"'")};b.template=function(a,c){var d=b.templateSettings,d="var __p=[],print=function(){__p.push.apply(__p,arguments);};with(obj||{}){__p.push('"+a.replace(/\\/g,"\\\\").replace(/'/g,"\\'").replace(d.escape||t,function(a,b){return"',_.escape("+
-u(b)+"),'"}).replace(d.interpolate||t,function(a,b){return"',"+u(b)+",'"}).replace(d.evaluate||t,function(a,b){return"');"+u(b).replace(/[\r\n\t]/g," ")+";__p.push('"}).replace(/\r/g,"\\r").replace(/\n/g,"\\n").replace(/\t/g,"\\t")+"');}return __p.join('');",e=new Function("obj","_",d);return c?e(c,b):function(a){return e.call(this,a,b)}};b.chain=function(a){return b(a).chain()};var m=function(a){this._wrapped=a};b.prototype=m.prototype;var v=function(a,c){return c?b(a).chain():a},K=function(a,c){m.prototype[a]=
-function(){var a=i.call(arguments);H.call(a,this._wrapped);return v(c.apply(b,a),this._chain)}};b.mixin(b);j("pop,push,reverse,shift,sort,splice,unshift".split(","),function(a){var b=k[a];m.prototype[a]=function(){var d=this._wrapped;b.apply(d,arguments);var e=d.length;(a=="shift"||a=="splice")&&e===0&&delete d[0];return v(d,this._chain)}});j(["concat","join","slice"],function(a){var b=k[a];m.prototype[a]=function(){return v(b.apply(this._wrapped,arguments),this._chain)}});m.prototype.chain=function(){this._chain=
-true;return this};m.prototype.value=function(){return this._wrapped}}).call(this);
+!function(n,r){"object"==typeof exports&&"undefined"!=typeof module?module.exports=r():"function"==typeof define&&define.amd?define("underscore",r):(n="undefined"!=typeof globalThis?globalThis:n||self,function(){var t=n._,e=n._=r();e.noConflict=function(){return n._=t,e}}())}(this,(function(){
+//     Underscore.js 1.13.1
+//     https://underscorejs.org
+//     (c) 2009-2021 Jeremy Ashkenas, Julian Gonggrijp, and DocumentCloud and Investigative Reporters & Editors
+//     Underscore may be freely distributed under the MIT license.
+var n="1.13.1",r="object"==typeof self&&self.self===self&&self||"object"==typeof global&&global.global===global&&global||Function("return this")()||{},t=Array.prototype,e=Object.prototype,u="undefined"!=typeof Symbol?Symbol.prototype:null,o=t.push,i=t.slice,a=e.toString,f=e.hasOwnProperty,c="undefined"!=typeof ArrayBuffer,l="undefined"!=typeof DataView,s=Array.isArray,p=Object.keys,v=Object.create,h=c&&ArrayBuffer.isView,y=isNaN,d=isFinite,g=!{toString:null}.propertyIsEnumerable("toString"),b=["valueOf","isPrototypeOf","toString","propertyIsEnumerable","hasOwnProperty","toLocaleString"],m=Math.pow(2,53)-1;function j(n,r){return r=null==r?n.length-1:+r,function(){for(var t=Math.max(arguments.length-r,0),e=Array(t),u=0;u<t;u++)e[u]=arguments[u+r];switch(r){case 0:return n.call(this,e);case 1:return n.call(this,arguments[0],e);case 2:return n.call(this,arguments[0],arguments[1],e)}var o=Array(r+1);for(u=0;u<r;u++)o[u]=arguments[u];return o[r]=e,n.apply(this,o)}}function _(n){var r=typeof n;return"function"===r||"object"===r&&!!n}function w(n){return void 0===n}function A(n){return!0===n||!1===n||"[object Boolean]"===a.call(n)}function x(n){var r="[object "+n+"]";return function(n){return a.call(n)===r}}var S=x("String"),O=x("Number"),M=x("Date"),E=x("RegExp"),B=x("Error"),N=x("Symbol"),I=x("ArrayBuffer"),T=x("Function"),k=r.document&&r.document.childNodes;"function"!=typeof/./&&"object"!=typeof Int8Array&&"function"!=typeof k&&(T=function(n){return"function"==typeof n||!1});var D=T,R=x("Object"),F=l&&R(new DataView(new ArrayBuffer(8))),V="undefined"!=typeof Map&&R(new Map),P=x("DataView");var q=F?function(n){return null!=n&&D(n.getInt8)&&I(n.buffer)}:P,U=s||x("Array");function W(n,r){return null!=n&&f.call(n,r)}var z=x("Arguments");!function(){z(arguments)||(z=function(n){return W(n,"callee")})}();var L=z;function $(n){return O(n)&&y(n)}function C(n){return function(){return n}}function K(n){return function(r){var t=n(r);return"number"==typeof t&&t>=0&&t<=m}}function J(n){return function(r){return null==r?void 0:r[n]}}var G=J("byteLength"),H=K(G),Q=/\[object ((I|Ui)nt(8|16|32)|Float(32|64)|Uint8Clamped|Big(I|Ui)nt64)Array\]/;var X=c?function(n){return h?h(n)&&!q(n):H(n)&&Q.test(a.call(n))}:C(!1),Y=J("length");function Z(n,r){r=function(n){for(var r={},t=n.length,e=0;e<t;++e)r[n[e]]=!0;return{contains:function(n){return r[n]},push:function(t){return r[t]=!0,n.push(t)}}}(r);var t=b.length,u=n.constructor,o=D(u)&&u.prototype||e,i="constructor";for(W(n,i)&&!r.contains(i)&&r.push(i);t--;)(i=b[t])in n&&n[i]!==o[i]&&!r.contains(i)&&r.push(i)}function nn(n){if(!_(n))return[];if(p)return p(n);var r=[];for(var t in n)W(n,t)&&r.push(t);return g&&Z(n,r),r}function rn(n,r){var t=nn(r),e=t.length;if(null==n)return!e;for(var u=Object(n),o=0;o<e;o++){var i=t[o];if(r[i]!==u[i]||!(i in u))return!1}return!0}function tn(n){return n instanceof tn?n:this instanceof tn?void(this._wrapped=n):new tn(n)}function en(n){return new Uint8Array(n.buffer||n,n.byteOffset||0,G(n))}tn.VERSION=n,tn.prototype.value=function(){return this._wrapped},tn.prototype.valueOf=tn.prototype.toJSON=tn.prototype.value,tn.prototype.toString=function(){return String(this._wrapped)};var un="[object DataView]";function on(n,r,t,e){if(n===r)return 0!==n||1/n==1/r;if(null==n||null==r)return!1;if(n!=n)return r!=r;var o=typeof n;return("function"===o||"object"===o||"object"==typeof r)&&function n(r,t,e,o){r instanceof tn&&(r=r._wrapped);t instanceof tn&&(t=t._wrapped);var i=a.call(r);if(i!==a.call(t))return!1;if(F&&"[object Object]"==i&&q(r)){if(!q(t))return!1;i=un}switch(i){case"[object RegExp]":case"[object String]":return""+r==""+t;case"[object Number]":return+r!=+r?+t!=+t:0==+r?1/+r==1/t:+r==+t;case"[object Date]":case"[object Boolean]":return+r==+t;case"[object Symbol]":return u.valueOf.call(r)===u.valueOf.call(t);case"[object ArrayBuffer]":case un:return n(en(r),en(t),e,o)}var f="[object Array]"===i;if(!f&&X(r)){if(G(r)!==G(t))return!1;if(r.buffer===t.buffer&&r.byteOffset===t.byteOffset)return!0;f=!0}if(!f){if("object"!=typeof r||"object"!=typeof t)return!1;var c=r.constructor,l=t.constructor;if(c!==l&&!(D(c)&&c instanceof c&&D(l)&&l instanceof l)&&"constructor"in r&&"constructor"in t)return!1}o=o||[];var s=(e=e||[]).length;for(;s--;)if(e[s]===r)return o[s]===t;if(e.push(r),o.push(t),f){if((s=r.length)!==t.length)return!1;for(;s--;)if(!on(r[s],t[s],e,o))return!1}else{var p,v=nn(r);if(s=v.length,nn(t).length!==s)return!1;for(;s--;)if(p=v[s],!W(t,p)||!on(r[p],t[p],e,o))return!1}return e.pop(),o.pop(),!0}(n,r,t,e)}function an(n){if(!_(n))return[];var r=[];for(var t in n)r.push(t);return g&&Z(n,r),r}function fn(n){var r=Y(n);return function(t){if(null==t)return!1;var e=an(t);if(Y(e))return!1;for(var u=0;u<r;u++)if(!D(t[n[u]]))return!1;return n!==hn||!D(t[cn])}}var cn="forEach",ln="has",sn=["clear","delete"],pn=["get",ln,"set"],vn=sn.concat(cn,pn),hn=sn.concat(pn),yn=["add"].concat(sn,cn,ln),dn=V?fn(vn):x("Map"),gn=V?fn(hn):x("WeakMap"),bn=V?fn(yn):x("Set"),mn=x("WeakSet");function jn(n){for(var r=nn(n),t=r.length,e=Array(t),u=0;u<t;u++)e[u]=n[r[u]];return e}function _n(n){for(var r={},t=nn(n),e=0,u=t.length;e<u;e++)r[n[t[e]]]=t[e];return r}function wn(n){var r=[];for(var t in n)D(n[t])&&r.push(t);return r.sort()}function An(n,r){return function(t){var e=arguments.length;if(r&&(t=Object(t)),e<2||null==t)return t;for(var u=1;u<e;u++)for(var o=arguments[u],i=n(o),a=i.length,f=0;f<a;f++){var c=i[f];r&&void 0!==t[c]||(t[c]=o[c])}return t}}var xn=An(an),Sn=An(nn),On=An(an,!0);function Mn(n){if(!_(n))return{};if(v)return v(n);var r=function(){};r.prototype=n;var t=new r;return r.prototype=null,t}function En(n){return _(n)?U(n)?n.slice():xn({},n):n}function Bn(n){return U(n)?n:[n]}function Nn(n){return tn.toPath(n)}function In(n,r){for(var t=r.length,e=0;e<t;e++){if(null==n)return;n=n[r[e]]}return t?n:void 0}function Tn(n,r,t){var e=In(n,Nn(r));return w(e)?t:e}function kn(n){return n}function Dn(n){return n=Sn({},n),function(r){return rn(r,n)}}function Rn(n){return n=Nn(n),function(r){return In(r,n)}}function Fn(n,r,t){if(void 0===r)return n;switch(null==t?3:t){case 1:return function(t){return n.call(r,t)};case 3:return function(t,e,u){return n.call(r,t,e,u)};case 4:return function(t,e,u,o){return n.call(r,t,e,u,o)}}return function(){return n.apply(r,arguments)}}function Vn(n,r,t){return null==n?kn:D(n)?Fn(n,r,t):_(n)&&!U(n)?Dn(n):Rn(n)}function Pn(n,r){return Vn(n,r,1/0)}function qn(n,r,t){return tn.iteratee!==Pn?tn.iteratee(n,r):Vn(n,r,t)}function Un(){}function Wn(n,r){return null==r&&(r=n,n=0),n+Math.floor(Math.random()*(r-n+1))}tn.toPath=Bn,tn.iteratee=Pn;var zn=Date.now||function(){return(new Date).getTime()};function Ln(n){var r=function(r){return n[r]},t="(?:"+nn(n).join("|")+")",e=RegExp(t),u=RegExp(t,"g");return function(n){return n=null==n?"":""+n,e.test(n)?n.replace(u,r):n}}var $n={"&":"&amp;","<":"&lt;",">":"&gt;",'"':"&quot;","'":"&#x27;","`":"&#x60;"},Cn=Ln($n),Kn=Ln(_n($n)),Jn=tn.templateSettings={evaluate:/<%([\s\S]+?)%>/g,interpolate:/<%=([\s\S]+?)%>/g,escape:/<%-([\s\S]+?)%>/g},Gn=/(.)^/,Hn={"'":"'","\\":"\\","\r":"r","\n":"n","\u2028":"u2028","\u2029":"u2029"},Qn=/\\|'|\r|\n|\u2028|\u2029/g;function Xn(n){return"\\"+Hn[n]}var Yn=/^\s*(\w|\$)+\s*$/;var Zn=0;function nr(n,r,t,e,u){if(!(e instanceof r))return n.apply(t,u);var o=Mn(n.prototype),i=n.apply(o,u);return _(i)?i:o}var rr=j((function(n,r){var t=rr.placeholder,e=function(){for(var u=0,o=r.length,i=Array(o),a=0;a<o;a++)i[a]=r[a]===t?arguments[u++]:r[a];for(;u<arguments.length;)i.push(arguments[u++]);return nr(n,e,this,this,i)};return e}));rr.placeholder=tn;var tr=j((function(n,r,t){if(!D(n))throw new TypeError("Bind must be called on a function");var e=j((function(u){return nr(n,e,r,this,t.concat(u))}));return e})),er=K(Y);function ur(n,r,t,e){if(e=e||[],r||0===r){if(r<=0)return e.concat(n)}else r=1/0;for(var u=e.length,o=0,i=Y(n);o<i;o++){var a=n[o];if(er(a)&&(U(a)||L(a)))if(r>1)ur(a,r-1,t,e),u=e.length;else for(var f=0,c=a.length;f<c;)e[u++]=a[f++];else t||(e[u++]=a)}return e}var or=j((function(n,r){var t=(r=ur(r,!1,!1)).length;if(t<1)throw new Error("bindAll must be passed function names");for(;t--;){var e=r[t];n[e]=tr(n[e],n)}return n}));var ir=j((function(n,r,t){return setTimeout((function(){return n.apply(null,t)}),r)})),ar=rr(ir,tn,1);function fr(n){return function(){return!n.apply(this,arguments)}}function cr(n,r){var t;return function(){return--n>0&&(t=r.apply(this,arguments)),n<=1&&(r=null),t}}var lr=rr(cr,2);function sr(n,r,t){r=qn(r,t);for(var e,u=nn(n),o=0,i=u.length;o<i;o++)if(r(n[e=u[o]],e,n))return e}function pr(n){return function(r,t,e){t=qn(t,e);for(var u=Y(r),o=n>0?0:u-1;o>=0&&o<u;o+=n)if(t(r[o],o,r))return o;return-1}}var vr=pr(1),hr=pr(-1);function yr(n,r,t,e){for(var u=(t=qn(t,e,1))(r),o=0,i=Y(n);o<i;){var a=Math.floor((o+i)/2);t(n[a])<u?o=a+1:i=a}return o}function dr(n,r,t){return function(e,u,o){var a=0,f=Y(e);if("number"==typeof o)n>0?a=o>=0?o:Math.max(o+f,a):f=o>=0?Math.min(o+1,f):o+f+1;else if(t&&o&&f)return e[o=t(e,u)]===u?o:-1;if(u!=u)return(o=r(i.call(e,a,f),$))>=0?o+a:-1;for(o=n>0?a:f-1;o>=0&&o<f;o+=n)if(e[o]===u)return o;return-1}}var gr=dr(1,vr,yr),br=dr(-1,hr);function mr(n,r,t){var e=(er(n)?vr:sr)(n,r,t);if(void 0!==e&&-1!==e)return n[e]}function jr(n,r,t){var e,u;if(r=Fn(r,t),er(n))for(e=0,u=n.length;e<u;e++)r(n[e],e,n);else{var o=nn(n);for(e=0,u=o.length;e<u;e++)r(n[o[e]],o[e],n)}return n}function _r(n,r,t){r=qn(r,t);for(var e=!er(n)&&nn(n),u=(e||n).length,o=Array(u),i=0;i<u;i++){var a=e?e[i]:i;o[i]=r(n[a],a,n)}return o}function wr(n){var r=function(r,t,e,u){var o=!er(r)&&nn(r),i=(o||r).length,a=n>0?0:i-1;for(u||(e=r[o?o[a]:a],a+=n);a>=0&&a<i;a+=n){var f=o?o[a]:a;e=t(e,r[f],f,r)}return e};return function(n,t,e,u){var o=arguments.length>=3;return r(n,Fn(t,u,4),e,o)}}var Ar=wr(1),xr=wr(-1);function Sr(n,r,t){var e=[];return r=qn(r,t),jr(n,(function(n,t,u){r(n,t,u)&&e.push(n)})),e}function Or(n,r,t){r=qn(r,t);for(var e=!er(n)&&nn(n),u=(e||n).length,o=0;o<u;o++){var i=e?e[o]:o;if(!r(n[i],i,n))return!1}return!0}function Mr(n,r,t){r=qn(r,t);for(var e=!er(n)&&nn(n),u=(e||n).length,o=0;o<u;o++){var i=e?e[o]:o;if(r(n[i],i,n))return!0}return!1}function Er(n,r,t,e){return er(n)||(n=jn(n)),("number"!=typeof t||e)&&(t=0),gr(n,r,t)>=0}var Br=j((function(n,r,t){var e,u;return D(r)?u=r:(r=Nn(r),e=r.slice(0,-1),r=r[r.length-1]),_r(n,(function(n){var o=u;if(!o){if(e&&e.length&&(n=In(n,e)),null==n)return;o=n[r]}return null==o?o:o.apply(n,t)}))}));function Nr(n,r){return _r(n,Rn(r))}function Ir(n,r,t){var e,u,o=-1/0,i=-1/0;if(null==r||"number"==typeof r&&"object"!=typeof n[0]&&null!=n)for(var a=0,f=(n=er(n)?n:jn(n)).length;a<f;a++)null!=(e=n[a])&&e>o&&(o=e);else r=qn(r,t),jr(n,(function(n,t,e){((u=r(n,t,e))>i||u===-1/0&&o===-1/0)&&(o=n,i=u)}));return o}function Tr(n,r,t){if(null==r||t)return er(n)||(n=jn(n)),n[Wn(n.length-1)];var e=er(n)?En(n):jn(n),u=Y(e);r=Math.max(Math.min(r,u),0);for(var o=u-1,i=0;i<r;i++){var a=Wn(i,o),f=e[i];e[i]=e[a],e[a]=f}return e.slice(0,r)}function kr(n,r){return function(t,e,u){var o=r?[[],[]]:{};return e=qn(e,u),jr(t,(function(r,u){var i=e(r,u,t);n(o,r,i)})),o}}var Dr=kr((function(n,r,t){W(n,t)?n[t].push(r):n[t]=[r]})),Rr=kr((function(n,r,t){n[t]=r})),Fr=kr((function(n,r,t){W(n,t)?n[t]++:n[t]=1})),Vr=kr((function(n,r,t){n[t?0:1].push(r)}),!0),Pr=/[^\ud800-\udfff]|[\ud800-\udbff][\udc00-\udfff]|[\ud800-\udfff]/g;function qr(n,r,t){return r in t}var Ur=j((function(n,r){var t={},e=r[0];if(null==n)return t;D(e)?(r.length>1&&(e=Fn(e,r[1])),r=an(n)):(e=qr,r=ur(r,!1,!1),n=Object(n));for(var u=0,o=r.length;u<o;u++){var i=r[u],a=n[i];e(a,i,n)&&(t[i]=a)}return t})),Wr=j((function(n,r){var t,e=r[0];return D(e)?(e=fr(e),r.length>1&&(t=r[1])):(r=_r(ur(r,!1,!1),String),e=function(n,t){return!Er(r,t)}),Ur(n,e,t)}));function zr(n,r,t){return i.call(n,0,Math.max(0,n.length-(null==r||t?1:r)))}function Lr(n,r,t){return null==n||n.length<1?null==r||t?void 0:[]:null==r||t?n[0]:zr(n,n.length-r)}function $r(n,r,t){return i.call(n,null==r||t?1:r)}var Cr=j((function(n,r){return r=ur(r,!0,!0),Sr(n,(function(n){return!Er(r,n)}))})),Kr=j((function(n,r){return Cr(n,r)}));function Jr(n,r,t,e){A(r)||(e=t,t=r,r=!1),null!=t&&(t=qn(t,e));for(var u=[],o=[],i=0,a=Y(n);i<a;i++){var f=n[i],c=t?t(f,i,n):f;r&&!t?(i&&o===c||u.push(f),o=c):t?Er(o,c)||(o.push(c),u.push(f)):Er(u,f)||u.push(f)}return u}var Gr=j((function(n){return Jr(ur(n,!0,!0))}));function Hr(n){for(var r=n&&Ir(n,Y).length||0,t=Array(r),e=0;e<r;e++)t[e]=Nr(n,e);return t}var Qr=j(Hr);function Xr(n,r){return n._chain?tn(r).chain():r}function Yr(n){return jr(wn(n),(function(r){var t=tn[r]=n[r];tn.prototype[r]=function(){var n=[this._wrapped];return o.apply(n,arguments),Xr(this,t.apply(tn,n))}})),tn}jr(["pop","push","reverse","shift","sort","splice","unshift"],(function(n){var r=t[n];tn.prototype[n]=function(){var t=this._wrapped;return null!=t&&(r.apply(t,arguments),"shift"!==n&&"splice"!==n||0!==t.length||delete t[0]),Xr(this,t)}})),jr(["concat","join","slice"],(function(n){var r=t[n];tn.prototype[n]=function(){var n=this._wrapped;return null!=n&&(n=r.apply(n,arguments)),Xr(this,n)}}));var Zr=Yr({__proto__:null,VERSION:n,restArguments:j,isObject:_,isNull:function(n){return null===n},isUndefined:w,isBoolean:A,isElement:function(n){return!(!n||1!==n.nodeType)},isString:S,isNumber:O,isDate:M,isRegExp:E,isError:B,isSymbol:N,isArrayBuffer:I,isDataView:q,isArray:U,isFunction:D,isArguments:L,isFinite:function(n){return!N(n)&&d(n)&&!isNaN(parseFloat(n))},isNaN:$,isTypedArray:X,isEmpty:function(n){if(null==n)return!0;var r=Y(n);return"number"==typeof r&&(U(n)||S(n)||L(n))?0===r:0===Y(nn(n))},isMatch:rn,isEqual:function(n,r){return on(n,r)},isMap:dn,isWeakMap:gn,isSet:bn,isWeakSet:mn,keys:nn,allKeys:an,values:jn,pairs:function(n){for(var r=nn(n),t=r.length,e=Array(t),u=0;u<t;u++)e[u]=[r[u],n[r[u]]];return e},invert:_n,functions:wn,methods:wn,extend:xn,extendOwn:Sn,assign:Sn,defaults:On,create:function(n,r){var t=Mn(n);return r&&Sn(t,r),t},clone:En,tap:function(n,r){return r(n),n},get:Tn,has:function(n,r){for(var t=(r=Nn(r)).length,e=0;e<t;e++){var u=r[e];if(!W(n,u))return!1;n=n[u]}return!!t},mapObject:function(n,r,t){r=qn(r,t);for(var e=nn(n),u=e.length,o={},i=0;i<u;i++){var a=e[i];o[a]=r(n[a],a,n)}return o},identity:kn,constant:C,noop:Un,toPath:Bn,property:Rn,propertyOf:function(n){return null==n?Un:function(r){return Tn(n,r)}},matcher:Dn,matches:Dn,times:function(n,r,t){var e=Array(Math.max(0,n));r=Fn(r,t,1);for(var u=0;u<n;u++)e[u]=r(u);return e},random:Wn,now:zn,escape:Cn,unescape:Kn,templateSettings:Jn,template:function(n,r,t){!r&&t&&(r=t),r=On({},r,tn.templateSettings);var e=RegExp([(r.escape||Gn).source,(r.interpolate||Gn).source,(r.evaluate||Gn).source].join("|")+"|$","g"),u=0,o="__p+='";n.replace(e,(function(r,t,e,i,a){return o+=n.slice(u,a).replace(Qn,Xn),u=a+r.length,t?o+="'+\n((__t=("+t+"))==null?'':_.escape(__t))+\n'":e?o+="'+\n((__t=("+e+"))==null?'':__t)+\n'":i&&(o+="';\n"+i+"\n__p+='"),r})),o+="';\n";var i,a=r.variable;if(a){if(!Yn.test(a))throw new Error("variable is not a bare identifier: "+a)}else o="with(obj||{}){\n"+o+"}\n",a="obj";o="var __t,__p='',__j=Array.prototype.join,"+"print=function(){__p+=__j.call(arguments,'');};\n"+o+"return __p;\n";try{i=new Function(a,"_",o)}catch(n){throw n.source=o,n}var f=function(n){return i.call(this,n,tn)};return f.source="function("+a+"){\n"+o+"}",f},result:function(n,r,t){var e=(r=Nn(r)).length;if(!e)return D(t)?t.call(n):t;for(var u=0;u<e;u++){var o=null==n?void 0:n[r[u]];void 0===o&&(o=t,u=e),n=D(o)?o.call(n):o}return n},uniqueId:function(n){var r=++Zn+"";return n?n+r:r},chain:function(n){var r=tn(n);return r._chain=!0,r},iteratee:Pn,partial:rr,bind:tr,bindAll:or,memoize:function(n,r){var t=function(e){var u=t.cache,o=""+(r?r.apply(this,arguments):e);return W(u,o)||(u[o]=n.apply(this,arguments)),u[o]};return t.cache={},t},delay:ir,defer:ar,throttle:function(n,r,t){var e,u,o,i,a=0;t||(t={});var f=function(){a=!1===t.leading?0:zn(),e=null,i=n.apply(u,o),e||(u=o=null)},c=function(){var c=zn();a||!1!==t.leading||(a=c);var l=r-(c-a);return u=this,o=arguments,l<=0||l>r?(e&&(clearTimeout(e),e=null),a=c,i=n.apply(u,o),e||(u=o=null)):e||!1===t.trailing||(e=setTimeout(f,l)),i};return c.cancel=function(){clearTimeout(e),a=0,e=u=o=null},c},debounce:function(n,r,t){var e,u,o,i,a,f=function(){var c=zn()-u;r>c?e=setTimeout(f,r-c):(e=null,t||(i=n.apply(a,o)),e||(o=a=null))},c=j((function(c){return a=this,o=c,u=zn(),e||(e=setTimeout(f,r),t&&(i=n.apply(a,o))),i}));return c.cancel=function(){clearTimeout(e),e=o=a=null},c},wrap:function(n,r){return rr(r,n)},negate:fr,compose:function(){var n=arguments,r=n.length-1;return function(){for(var t=r,e=n[r].apply(this,arguments);t--;)e=n[t].call(this,e);return e}},after:function(n,r){return function(){if(--n<1)return r.apply(this,arguments)}},before:cr,once:lr,findKey:sr,findIndex:vr,findLastIndex:hr,sortedIndex:yr,indexOf:gr,lastIndexOf:br,find:mr,detect:mr,findWhere:function(n,r){return mr(n,Dn(r))},each:jr,forEach:jr,map:_r,collect:_r,reduce:Ar,foldl:Ar,inject:Ar,reduceRight:xr,foldr:xr,filter:Sr,select:Sr,reject:function(n,r,t){return Sr(n,fr(qn(r)),t)},every:Or,all:Or,some:Mr,any:Mr,contains:Er,includes:Er,include:Er,invoke:Br,pluck:Nr,where:function(n,r){return Sr(n,Dn(r))},max:Ir,min:function(n,r,t){var e,u,o=1/0,i=1/0;if(null==r||"number"==typeof r&&"object"!=typeof n[0]&&null!=n)for(var a=0,f=(n=er(n)?n:jn(n)).length;a<f;a++)null!=(e=n[a])&&e<o&&(o=e);else r=qn(r,t),jr(n,(function(n,t,e){((u=r(n,t,e))<i||u===1/0&&o===1/0)&&(o=n,i=u)}));return o},shuffle:function(n){return Tr(n,1/0)},sample:Tr,sortBy:function(n,r,t){var e=0;return r=qn(r,t),Nr(_r(n,(function(n,t,u){return{value:n,index:e++,criteria:r(n,t,u)}})).sort((function(n,r){var t=n.criteria,e=r.criteria;if(t!==e){if(t>e||void 0===t)return 1;if(t<e||void 0===e)return-1}return n.index-r.index})),"value")},groupBy:Dr,indexBy:Rr,countBy:Fr,partition:Vr,toArray:function(n){return n?U(n)?i.call(n):S(n)?n.match(Pr):er(n)?_r(n,kn):jn(n):[]},size:function(n){return null==n?0:er(n)?n.length:nn(n).length},pick:Ur,omit:Wr,first:Lr,head:Lr,take:Lr,initial:zr,last:function(n,r,t){return null==n||n.length<1?null==r||t?void 0:[]:null==r||t?n[n.length-1]:$r(n,Math.max(0,n.length-r))},rest:$r,tail:$r,drop:$r,compact:function(n){return Sr(n,Boolean)},flatten:function(n,r){return ur(n,r,!1)},without:Kr,uniq:Jr,unique:Jr,union:Gr,intersection:function(n){for(var r=[],t=arguments.length,e=0,u=Y(n);e<u;e++){var o=n[e];if(!Er(r,o)){var i;for(i=1;i<t&&Er(arguments[i],o);i++);i===t&&r.push(o)}}return r},difference:Cr,unzip:Hr,transpose:Hr,zip:Qr,object:function(n,r){for(var t={},e=0,u=Y(n);e<u;e++)r?t[n[e]]=r[e]:t[n[e][0]]=n[e][1];return t},range:function(n,r,t){null==r&&(r=n||0,n=0),t||(t=r<n?-1:1);for(var e=Math.max(Math.ceil((r-n)/t),0),u=Array(e),o=0;o<e;o++,n+=t)u[o]=n;return u},chunk:function(n,r){if(null==r||r<1)return[];for(var t=[],e=0,u=n.length;e<u;)t.push(i.call(n,e,e+=r));return t},mixin:Yr,default:tn});return Zr._=Zr,Zr}));
\ No newline at end of file
diff --git a/docs/basic_main.html b/docs/basic_main.html
index a74fa74..551dae4 100644
--- a/docs/basic_main.html
+++ b/docs/basic_main.html
@@ -19,6 +19,10 @@
     <link rel="stylesheet" href="_static/css/pdj.css" type="text/css" />
 
   
+    <link rel="stylesheet" href="_static/pygments.css" type="text/css" />
+  
+    <link rel="stylesheet" href="_static/css/pdj.css" type="text/css" />
+  
 
   
 
@@ -144,6 +148,9 @@
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
         };
+    </script>
+    <script type="text/javascript" src="_static/documentation_options.js">
+
     </script>
     <script type="text/javascript" src="_static/jquery.js">
 
@@ -154,9 +161,6 @@
     <script type="text/javascript" src="_static/doctools.js">
 
     </script>
-    <script type="text/javascript" src="_static/language_data.js">
-
-    </script>
 
   
 
diff --git a/docs/example.html b/docs/example.html
new file mode 100644
index 0000000..b77f93f
--- /dev/null
+++ b/docs/example.html
@@ -0,0 +1,188 @@
+
+
+
+<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.1//EN" "http://www.w3.org/TR/xhtml11/DTD/xhtml11.dtd">
+<html xml:lang="" lang="" version="-//W3C//DTD XHTML 1.1//EN" xmlns="http://www.w3.org/1999/xhtml">
+  <head>
+    <meta charset="utf-8">
+    <meta name="viewport" content="width=device-width, initial-scale=1.0">
+
+  
+  <title>example module &mdash; PyCTBN 2.0 documentation</title>
+  
+
+  
+
+  
+
+    <link href='https://fonts.googleapis.com/css?family=Lato:400,700,400italic,700italic|Roboto+Slab:400,700|Inconsolata:400,700' rel='stylesheet' type='text/css'/>
+    <link rel="stylesheet" href="_static/css/pdj.css" type="text/css" />
+
+  
+    <link rel="stylesheet" href="_static/pygments.css" type="text/css" />
+  
+    <link rel="stylesheet" href="_static/css/pdj.css" type="text/css" />
+  
+
+  
+
+  
+        <link rel="index" title="Index"
+              href="genindex.html"/>
+        <link rel="search" title="Search" href="search.html"/>
+    <link rel="top" title="PyCTBN 2.0 documentation" href="index.html"/>
+
+    <meta http-equiv="content-type" content="text/html; charset=utf-8" />
+    <meta http-equiv="cache-control" content="public" />
+    <meta name="robots" content="follow, all" />
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" />
+    <!-- Add jQuery library -->
+    <script type="text/javascript" src="http://code.jquery.com/jquery-latest.min.js"></script>
+    <script src="https://cdnjs.cloudflare.com/ajax/libs/modernizr/2.6.2/modernizr.min.js"></script>
+
+  </head>
+
+  <body class="wy-body-for-nav" role="document">
+
+  <div class="wy-grid-for-nav">
+    <nav data-toggle="wy-nav-shift" class="wy-nav-side">
+      <div class="wy-side-nav-search">
+        <a href="index.html" class="fa fa-home"> PyCTBN </a>
+        <div role="search">
+	  <form id ="rtd-search-form" class="wy-form"
+		action="search.html" method="get">
+	    <input type="text" name="q" placeholder="Search docs" />
+	    <input type="hidden" name="check_keywords" value="yes" />
+	    <input type="hidden" name="area" value="default" />
+	  </form>
+	</div>
+      </div>
+
+      <div class="wy-menu wy-menu-vertical" data-spy="affix" role="navigation" aria-label="main navigation">
+	
+          
+          
+              <p class="caption"><span class="caption-text">Contents:</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference internal" href="PyCTBN.PyCTBN.html">PyCTBN.PyCTBN package</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="PyCTBN.PyCTBN.html#subpackages">Subpackages</a></li>
+<li class="toctree-l2"><a class="reference internal" href="PyCTBN.PyCTBN.html#module-PyCTBN.PyCTBN">Module contents</a></li>
+</ul>
+</li>
+<li class="toctree-l1"><a class="reference internal" href="examples.html">Examples</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="examples.html#installation-usage">Installation/Usage</a></li>
+<li class="toctree-l2"><a class="reference internal" href="examples.html#implementing-your-own-data-importer">Implementing your own data importer</a></li>
+<li class="toctree-l2"><a class="reference internal" href="examples.html#parameters-estimation-example">Parameters Estimation Example</a></li>
+<li class="toctree-l2"><a class="reference internal" href="examples.html#structure-estimation-example">Structure Estimation Example</a></li>
+</ul>
+</li>
+</ul>
+
+          
+        
+
+      </div>
+      &nbsp;
+    </nav>
+    <section data-toggle="wy-nav-shift" class="wy-nav-content-wrap">
+
+      <nav class="wy-nav-top" id="barra-mobile" role="navigation" aria-label="top navigation">
+        <i data-toggle="wy-nav-top" class="fa fa-bars"></i>
+        <a href="#">Porão do Juca</a>
+      </nav>
+
+      <div class="wy-nav-content">
+	<div class="fundo-claro">
+	</div>
+	<div class="fundo-escuro">
+	</div>
+
+        <div class="rst-content">
+          <div role="navigation" aria-label="breadcrumbs navigation">
+	    
+	    <!-- <ul class="wy-breadcrumbs"> -->
+	    <!--   <li><a href="#">Docs</a> &raquo;</li> -->
+
+	    <!--   <li>Features</li> -->
+	    <!--   <li class="wy-breadcrumbs-aside"> -->
+
+	    <!-- 	<a href="_sources/index.txt" rel="nofollow"> View page source</a> -->
+
+	    <!--   </li> -->
+	    <!-- </ul> -->
+	    <!-- <hr/> -->
+	  </div>
+
+          <div role="main" class="">
+
+	    <div id="content" class="hfeed entry-container hentry">
+  <div class="section" id="module-example">
+<span id="example-module"></span><h1>example module<a class="headerlink" href="#module-example" title="Permalink to this headline">¶</a></h1>
+<dl class="py function">
+<dt class="sig sig-object py" id="example.main">
+<span class="sig-prename descclassname"><span class="pre">example.</span></span><span class="sig-name descname"><span class="pre">main</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#example.main" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
+
+</div>
+
+
+	    </div>
+            <footer>
+  
+
+  <hr/>
+
+  <div role="contentinfo">
+    <p>
+        &copy; Copyright 2021, Bregoli Alessandro, Martini Filippo, Moretti Luca.
+    </p>
+  </div>
+
+  Built with <a href="http://sphinx-doc.org/">Sphinx</a> using a <a href="https://github.com/jucacrispim/sphinx_pdj_theme">theme</a> provided by <a href="http://poraodojuca.net">Porão do Juca</a>.
+
+</footer>
+	</div>
+	</div>
+	  
+
+    <script type="text/javascript">
+        var DOCUMENTATION_OPTIONS = {
+            URL_ROOT:'./',
+            VERSION:'2.0',
+            COLLAPSE_INDEX:false,
+            FILE_SUFFIX:'.html',
+            HAS_SOURCE:  true
+        };
+    </script>
+    <script type="text/javascript" src="_static/documentation_options.js">
+
+    </script>
+    <script type="text/javascript" src="_static/jquery.js">
+
+    </script>
+    <script type="text/javascript" src="_static/underscore.js">
+
+    </script>
+    <script type="text/javascript" src="_static/doctools.js">
+
+    </script>
+
+  
+
+   <script type="text/javascript"
+           src="_static/js/theme.js"></script>
+
+   <script type="text/javascript"
+           src="_static/js/pdj.js"></script>
+
+  
+  
+  <script type="text/javascript">
+      jQuery(function () {
+          SphinxRtdTheme.StickyNav.enable();
+      });
+  </script>
+   
+
+  </body>
+</html>
\ No newline at end of file
diff --git a/docs/examples.html b/docs/examples.html
index 2755cf0..3f6fa37 100644
--- a/docs/examples.html
+++ b/docs/examples.html
@@ -19,6 +19,10 @@
     <link rel="stylesheet" href="_static/css/pdj.css" type="text/css" />
 
   
+    <link rel="stylesheet" href="_static/pygments.css" type="text/css" />
+  
+    <link rel="stylesheet" href="_static/css/pdj.css" type="text/css" />
+  
 
   
 
@@ -268,6 +272,9 @@
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
         };
+    </script>
+    <script type="text/javascript" src="_static/documentation_options.js">
+
     </script>
     <script type="text/javascript" src="_static/jquery.js">
 
@@ -278,9 +285,6 @@
     <script type="text/javascript" src="_static/doctools.js">
 
     </script>
-    <script type="text/javascript" src="_static/language_data.js">
-
-    </script>
 
   
 
diff --git a/docs/genindex.html b/docs/genindex.html
index bd2996c..e58c172 100644
--- a/docs/genindex.html
+++ b/docs/genindex.html
@@ -19,6 +19,10 @@
     <link rel="stylesheet" href="_static/css/pdj.css" type="text/css" />
 
   
+    <link rel="stylesheet" href="_static/pygments.css" type="text/css" />
+  
+    <link rel="stylesheet" href="_static/css/pdj.css" type="text/css" />
+  
 
   
 
@@ -134,14 +138,17 @@
  | <a href="#S"><strong>S</strong></a>
  | <a href="#T"><strong>T</strong></a>
  | <a href="#V"><strong>V</strong></a>
+ | <a href="#W"><strong>W</strong></a>
  
 </div>
 <h2 id="A">A</h2>
 <table style="width: 100%" class="indextable genindextable"><tr>
   <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="PyCTBN.PyCTBN.utility.html#PyCTBN.PyCTBN.utility.abstract_exporter.AbstractExporter">AbstractExporter (class in PyCTBN.PyCTBN.utility.abstract_exporter)</a>
+</li>
       <li><a href="PyCTBN.PyCTBN.utility.html#PyCTBN.PyCTBN.utility.abstract_importer.AbstractImporter">AbstractImporter (class in PyCTBN.PyCTBN.utility.abstract_importer)</a>
 </li>
-      <li><a href="PyCTBN.PyCTBN.structure_graph.html#PyCTBN.PyCTBN.structure_graph.set_of_cims.SetOfCims.actual_cims">actual_cims() (PyCTBN.PyCTBN.structure_graph.set_of_cims.SetOfCims property)</a>
+      <li><a href="PyCTBN.PyCTBN.structure_graph.html#PyCTBN.PyCTBN.structure_graph.set_of_cims.SetOfCims.actual_cims">actual_cims (PyCTBN.PyCTBN.structure_graph.set_of_cims.SetOfCims property)</a>
 </li>
       <li><a href="PyCTBN.PyCTBN.structure_graph.html#PyCTBN.PyCTBN.structure_graph.structure.Structure.add_edge">add_edge() (PyCTBN.PyCTBN.structure_graph.structure.Structure method)</a>
 </li>
@@ -149,12 +156,14 @@
 </li>
       <li><a href="PyCTBN.PyCTBN.structure_graph.html#PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph.add_nodes">add_nodes() (PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph method)</a>
 </li>
-      <li><a href="PyCTBN.PyCTBN.estimators.html#PyCTBN.PyCTBN.estimators.structure_estimator.StructureEstimator.adjacency_matrix">adjacency_matrix() (PyCTBN.PyCTBN.estimators.structure_estimator.StructureEstimator method)</a>
+      <li><a href="PyCTBN.PyCTBN.utility.html#PyCTBN.PyCTBN.utility.abstract_exporter.AbstractExporter.add_trajectory">add_trajectory() (PyCTBN.PyCTBN.utility.abstract_exporter.AbstractExporter method)</a>
 </li>
-      <li><a href="PyCTBN.tests.structure_graph.html#PyCTBN.tests.structure_graph.test_setofcims.TestSetOfCims.another_filtering_method">another_filtering_method() (PyCTBN.tests.structure_graph.test_setofcims.TestSetOfCims method)</a>
+      <li><a href="PyCTBN.PyCTBN.estimators.html#PyCTBN.PyCTBN.estimators.structure_estimator.StructureEstimator.adjacency_matrix">adjacency_matrix() (PyCTBN.PyCTBN.estimators.structure_estimator.StructureEstimator method)</a>
 </li>
   </ul></td>
   <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="PyCTBN.tests.structure_graph.html#PyCTBN.tests.structure_graph.test_setofcims.TestSetOfCims.another_filtering_method">another_filtering_method() (PyCTBN.tests.structure_graph.test_setofcims.TestSetOfCims method)</a>
+</li>
       <li><a href="PyCTBN.tests.structure_graph.html#PyCTBN.tests.structure_graph.test_networkgraph.TestNetworkGraph.aux_build_p_combs_structure">aux_build_p_combs_structure() (PyCTBN.tests.structure_graph.test_networkgraph.TestNetworkGraph method)</a>
 </li>
       <li><a href="PyCTBN.tests.structure_graph.html#PyCTBN.tests.structure_graph.test_networkgraph.TestNetworkGraph.aux_build_time_columns_filtering_structure_for_a_node">aux_build_time_columns_filtering_structure_for_a_node() (PyCTBN.tests.structure_graph.test_networkgraph.TestNetworkGraph method)</a>
@@ -223,9 +232,13 @@
   <td style="width: 33%; vertical-align: top;"><ul>
       <li><a href="PyCTBN.PyCTBN.utility.html#PyCTBN.PyCTBN.utility.cache.Cache">Cache (class in PyCTBN.PyCTBN.utility.cache)</a>
 </li>
-      <li><a href="PyCTBN.PyCTBN.structure_graph.html#PyCTBN.PyCTBN.structure_graph.conditional_intensity_matrix.ConditionalIntensityMatrix.cim">cim() (PyCTBN.PyCTBN.structure_graph.conditional_intensity_matrix.ConditionalIntensityMatrix property)</a>
+      <li><a href="PyCTBN.PyCTBN.structure_graph.html#PyCTBN.PyCTBN.structure_graph.conditional_intensity_matrix.ConditionalIntensityMatrix.cim">cim (PyCTBN.PyCTBN.structure_graph.conditional_intensity_matrix.ConditionalIntensityMatrix property)</a>
 </li>
       <li><a href="PyCTBN.tests.estimators.html#PyCTBN.tests.estimators.test_parameters_estimator.TestParametersEstimatior.cim_equality_test">cim_equality_test() (PyCTBN.tests.estimators.test_parameters_estimator.TestParametersEstimatior method)</a>
+</li>
+      <li><a href="PyCTBN.PyCTBN.structure_graph.html#PyCTBN.PyCTBN.structure_graph.network_generator.NetworkGenerator.cims">cims (PyCTBN.PyCTBN.structure_graph.network_generator.NetworkGenerator property)</a>
+</li>
+      <li><a href="PyCTBN.PyCTBN.utility.html#PyCTBN.PyCTBN.utility.json_exporter.JsonExporter.cims_to_json">cims_to_json() (PyCTBN.PyCTBN.utility.json_exporter.JsonExporter method)</a>
 </li>
       <li><a href="PyCTBN.PyCTBN.structure_graph.html#PyCTBN.PyCTBN.structure_graph.structure.Structure.clean_structure_edges">clean_structure_edges() (PyCTBN.PyCTBN.structure_graph.structure.Structure method)</a>
 </li>
@@ -241,7 +254,7 @@
 </li>
       <li><a href="PyCTBN.PyCTBN.estimators.html#PyCTBN.PyCTBN.estimators.structure_constraint_based_estimator.StructureConstraintBasedEstimator.complete_test">complete_test() (PyCTBN.PyCTBN.estimators.structure_constraint_based_estimator.StructureConstraintBasedEstimator method)</a>
 </li>
-      <li><a href="PyCTBN.PyCTBN.structure_graph.html#PyCTBN.PyCTBN.structure_graph.trajectory.Trajectory.complete_trajectory">complete_trajectory() (PyCTBN.PyCTBN.structure_graph.trajectory.Trajectory property)</a>
+      <li><a href="PyCTBN.PyCTBN.structure_graph.html#PyCTBN.PyCTBN.structure_graph.trajectory.Trajectory.complete_trajectory">complete_trajectory (PyCTBN.PyCTBN.structure_graph.trajectory.Trajectory property)</a>
 </li>
   </ul></td>
   <td style="width: 33%; vertical-align: top;"><ul>
@@ -259,13 +272,15 @@
 </li>
       <li><a href="PyCTBN.PyCTBN.estimators.html#PyCTBN.PyCTBN.estimators.structure_constraint_based_estimator.StructureConstraintBasedEstimator.compute_thumb_value">compute_thumb_value() (PyCTBN.PyCTBN.estimators.structure_constraint_based_estimator.StructureConstraintBasedEstimator method)</a>
 </li>
-      <li><a href="PyCTBN.PyCTBN.utility.html#PyCTBN.PyCTBN.utility.abstract_importer.AbstractImporter.concatenated_samples">concatenated_samples() (PyCTBN.PyCTBN.utility.abstract_importer.AbstractImporter property)</a>
+      <li><a href="PyCTBN.PyCTBN.utility.html#PyCTBN.PyCTBN.utility.abstract_importer.AbstractImporter.concatenated_samples">concatenated_samples (PyCTBN.PyCTBN.utility.abstract_importer.AbstractImporter property)</a>
 </li>
       <li><a href="PyCTBN.PyCTBN.structure_graph.html#PyCTBN.PyCTBN.structure_graph.conditional_intensity_matrix.ConditionalIntensityMatrix">ConditionalIntensityMatrix (class in PyCTBN.PyCTBN.structure_graph.conditional_intensity_matrix)</a>
 </li>
       <li><a href="PyCTBN.PyCTBN.optimizers.html#PyCTBN.PyCTBN.optimizers.constraint_based_optimizer.ConstraintBasedOptimizer">ConstraintBasedOptimizer (class in PyCTBN.PyCTBN.optimizers.constraint_based_optimizer)</a>
 </li>
       <li><a href="PyCTBN.PyCTBN.structure_graph.html#PyCTBN.PyCTBN.structure_graph.structure.Structure.contains_edge">contains_edge() (PyCTBN.PyCTBN.structure_graph.structure.Structure method)</a>
+</li>
+      <li><a href="PyCTBN.PyCTBN.structure_graph.html#PyCTBN.PyCTBN.structure_graph.trajectory_generator.TrajectoryGenerator.CTBN_Sample">CTBN_Sample() (PyCTBN.PyCTBN.structure_graph.trajectory_generator.TrajectoryGenerator method)</a>
 </li>
       <li><a href="PyCTBN.PyCTBN.estimators.html#PyCTBN.PyCTBN.estimators.structure_constraint_based_estimator.StructureConstraintBasedEstimator.ctpc_algorithm">ctpc_algorithm() (PyCTBN.PyCTBN.estimators.structure_constraint_based_estimator.StructureConstraintBasedEstimator method)</a>
 </li>
@@ -284,12 +299,16 @@
 </li>
       </ul></li>
   </ul></td>
+  <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="PyCTBN.PyCTBN.structure_graph.html#PyCTBN.PyCTBN.structure_graph.network_generator.NetworkGenerator.dyn_str">dyn_str (PyCTBN.PyCTBN.structure_graph.network_generator.NetworkGenerator property)</a>
+</li>
+  </ul></td>
 </tr></table>
 
 <h2 id="E">E</h2>
 <table style="width: 100%" class="indextable genindextable"><tr>
   <td style="width: 33%; vertical-align: top;"><ul>
-      <li><a href="PyCTBN.PyCTBN.structure_graph.html#PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph.edges">edges() (PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph property)</a>
+      <li><a href="PyCTBN.PyCTBN.structure_graph.html#PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph.edges">edges (PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph property)</a>
 
       <ul>
         <li><a href="PyCTBN.PyCTBN.structure_graph.html#PyCTBN.PyCTBN.structure_graph.structure.Structure.edges">(PyCTBN.PyCTBN.structure_graph.structure.Structure property)</a>
@@ -297,16 +316,23 @@
       </ul></li>
       <li><a href="PyCTBN.tests.estimators.html#PyCTBN.tests.estimators.test_parameters_estimator.TestParametersEstimatior.equality_of_cims_of_node">equality_of_cims_of_node() (PyCTBN.tests.estimators.test_parameters_estimator.TestParametersEstimatior method)</a>
 </li>
-  </ul></td>
-  <td style="width: 33%; vertical-align: top;"><ul>
       <li><a href="PyCTBN.PyCTBN.estimators.html#PyCTBN.PyCTBN.estimators.structure_score_based_estimator.StructureScoreBasedEstimator.estimate_parents">estimate_parents() (PyCTBN.PyCTBN.estimators.structure_score_based_estimator.StructureScoreBasedEstimator method)</a>
 </li>
+  </ul></td>
+  <td style="width: 33%; vertical-align: top;"><ul>
       <li><a href="PyCTBN.PyCTBN.estimators.html#PyCTBN.PyCTBN.estimators.structure_constraint_based_estimator.StructureConstraintBasedEstimator.estimate_structure">estimate_structure() (PyCTBN.PyCTBN.estimators.structure_constraint_based_estimator.StructureConstraintBasedEstimator method)</a>
 
       <ul>
         <li><a href="PyCTBN.PyCTBN.estimators.html#PyCTBN.PyCTBN.estimators.structure_estimator.StructureEstimator.estimate_structure">(PyCTBN.PyCTBN.estimators.structure_estimator.StructureEstimator method)</a>
 </li>
         <li><a href="PyCTBN.PyCTBN.estimators.html#PyCTBN.PyCTBN.estimators.structure_score_based_estimator.StructureScoreBasedEstimator.estimate_structure">(PyCTBN.PyCTBN.estimators.structure_score_based_estimator.StructureScoreBasedEstimator method)</a>
+</li>
+      </ul></li>
+      <li>
+    example
+
+      <ul>
+        <li><a href="example.html#module-example">module</a>
 </li>
       </ul></li>
   </ul></td>
@@ -325,7 +351,7 @@
       </ul></li>
   </ul></td>
   <td style="width: 33%; vertical-align: top;"><ul>
-      <li><a href="PyCTBN.PyCTBN.utility.html#PyCTBN.PyCTBN.utility.abstract_importer.AbstractImporter.file_path">file_path() (PyCTBN.PyCTBN.utility.abstract_importer.AbstractImporter property)</a>
+      <li><a href="PyCTBN.PyCTBN.utility.html#PyCTBN.PyCTBN.utility.abstract_importer.AbstractImporter.file_path">file_path (PyCTBN.PyCTBN.utility.abstract_importer.AbstractImporter property)</a>
 </li>
       <li><a href="PyCTBN.PyCTBN.structure_graph.html#PyCTBN.PyCTBN.structure_graph.set_of_cims.SetOfCims.filter_cims_with_mask">filter_cims_with_mask() (PyCTBN.PyCTBN.structure_graph.set_of_cims.SetOfCims method)</a>
 </li>
@@ -337,6 +363,10 @@
 <h2 id="G">G</h2>
 <table style="width: 100%" class="indextable genindextable"><tr>
   <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="PyCTBN.PyCTBN.structure_graph.html#PyCTBN.PyCTBN.structure_graph.network_generator.NetworkGenerator.generate_cims">generate_cims() (PyCTBN.PyCTBN.structure_graph.network_generator.NetworkGenerator method)</a>
+</li>
+      <li><a href="PyCTBN.PyCTBN.structure_graph.html#PyCTBN.PyCTBN.structure_graph.network_generator.NetworkGenerator.generate_graph">generate_graph() (PyCTBN.PyCTBN.structure_graph.network_generator.NetworkGenerator method)</a>
+</li>
       <li><a href="PyCTBN.PyCTBN.estimators.html#PyCTBN.PyCTBN.estimators.structure_estimator.StructureEstimator.generate_possible_sub_sets_of_size">generate_possible_sub_sets_of_size() (PyCTBN.PyCTBN.estimators.structure_estimator.StructureEstimator static method)</a>
 </li>
       <li><a href="PyCTBN.PyCTBN.structure_graph.html#PyCTBN.PyCTBN.structure_graph.set_of_cims.SetOfCims.get_cims_number">get_cims_number() (PyCTBN.PyCTBN.structure_graph.set_of_cims.SetOfCims method)</a>
@@ -371,6 +401,8 @@
         <li><a href="PyCTBN.PyCTBN.structure_graph.html#PyCTBN.PyCTBN.structure_graph.structure.Structure.get_states_number">(PyCTBN.PyCTBN.structure_graph.structure.Structure method)</a>
 </li>
       </ul></li>
+      <li><a href="PyCTBN.PyCTBN.structure_graph.html#PyCTBN.PyCTBN.structure_graph.network_generator.NetworkGenerator.graph">graph (PyCTBN.PyCTBN.structure_graph.network_generator.NetworkGenerator property)</a>
+</li>
   </ul></td>
 </tr></table>
 
@@ -381,7 +413,7 @@
 </li>
   </ul></td>
   <td style="width: 33%; vertical-align: top;"><ul>
-      <li><a href="PyCTBN.PyCTBN.structure_graph.html#PyCTBN.PyCTBN.structure_graph.sample_path.SamplePath.has_prior_net_structure">has_prior_net_structure() (PyCTBN.PyCTBN.structure_graph.sample_path.SamplePath property)</a>
+      <li><a href="PyCTBN.PyCTBN.structure_graph.html#PyCTBN.PyCTBN.structure_graph.sample_path.SamplePath.has_prior_net_structure">has_prior_net_structure (PyCTBN.PyCTBN.structure_graph.sample_path.SamplePath property)</a>
 </li>
       <li><a href="PyCTBN.PyCTBN.optimizers.html#PyCTBN.PyCTBN.optimizers.hill_climbing_search.HillClimbing">HillClimbing (class in PyCTBN.PyCTBN.optimizers.hill_climbing_search)</a>
 </li>
@@ -414,6 +446,10 @@
 
 <h2 id="J">J</h2>
 <table style="width: 100%" class="indextable genindextable"><tr>
+  <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="PyCTBN.PyCTBN.utility.html#PyCTBN.PyCTBN.utility.json_exporter.JsonExporter">JsonExporter (class in PyCTBN.PyCTBN.utility.json_exporter)</a>
+</li>
+  </ul></td>
   <td style="width: 33%; vertical-align: top;"><ul>
       <li><a href="PyCTBN.PyCTBN.utility.html#PyCTBN.PyCTBN.utility.json_importer.JsonImporter">JsonImporter (class in PyCTBN.PyCTBN.utility.json_importer)</a>
 </li>
@@ -423,6 +459,8 @@
 <h2 id="M">M</h2>
 <table style="width: 100%" class="indextable genindextable"><tr>
   <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="example.html#example.main">main() (in module example)</a>
+</li>
       <li><a href="PyCTBN.PyCTBN.estimators.html#PyCTBN.PyCTBN.estimators.fam_score_calculator.FamScoreCalculator.marginal_likelihood_q">marginal_likelihood_q() (PyCTBN.PyCTBN.estimators.fam_score_calculator.FamScoreCalculator method)</a>
 </li>
       <li><a href="PyCTBN.PyCTBN.estimators.html#PyCTBN.PyCTBN.estimators.fam_score_calculator.FamScoreCalculator.marginal_likelihood_theta">marginal_likelihood_theta() (PyCTBN.PyCTBN.estimators.fam_score_calculator.FamScoreCalculator method)</a>
@@ -431,6 +469,8 @@
     module
 
       <ul>
+        <li><a href="example.html#module-example">example</a>
+</li>
         <li><a href="PyCTBN.html#module-PyCTBN">PyCTBN</a>
 </li>
         <li><a href="PyCTBN.PyCTBN.html#module-PyCTBN.PyCTBN">PyCTBN.PyCTBN</a>
@@ -460,6 +500,8 @@
         <li><a href="PyCTBN.PyCTBN.structure_graph.html#module-PyCTBN.PyCTBN.structure_graph">PyCTBN.PyCTBN.structure_graph</a>
 </li>
         <li><a href="PyCTBN.PyCTBN.structure_graph.html#module-PyCTBN.PyCTBN.structure_graph.conditional_intensity_matrix">PyCTBN.PyCTBN.structure_graph.conditional_intensity_matrix</a>
+</li>
+        <li><a href="PyCTBN.PyCTBN.structure_graph.html#module-PyCTBN.PyCTBN.structure_graph.network_generator">PyCTBN.PyCTBN.structure_graph.network_generator</a>
 </li>
         <li><a href="PyCTBN.PyCTBN.structure_graph.html#module-PyCTBN.PyCTBN.structure_graph.network_graph">PyCTBN.PyCTBN.structure_graph.network_graph</a>
 </li>
@@ -470,12 +512,18 @@
         <li><a href="PyCTBN.PyCTBN.structure_graph.html#module-PyCTBN.PyCTBN.structure_graph.structure">PyCTBN.PyCTBN.structure_graph.structure</a>
 </li>
         <li><a href="PyCTBN.PyCTBN.structure_graph.html#module-PyCTBN.PyCTBN.structure_graph.trajectory">PyCTBN.PyCTBN.structure_graph.trajectory</a>
+</li>
+        <li><a href="PyCTBN.PyCTBN.structure_graph.html#module-PyCTBN.PyCTBN.structure_graph.trajectory_generator">PyCTBN.PyCTBN.structure_graph.trajectory_generator</a>
 </li>
         <li><a href="PyCTBN.PyCTBN.utility.html#module-PyCTBN.PyCTBN.utility">PyCTBN.PyCTBN.utility</a>
+</li>
+        <li><a href="PyCTBN.PyCTBN.utility.html#module-PyCTBN.PyCTBN.utility.abstract_exporter">PyCTBN.PyCTBN.utility.abstract_exporter</a>
 </li>
         <li><a href="PyCTBN.PyCTBN.utility.html#module-PyCTBN.PyCTBN.utility.abstract_importer">PyCTBN.PyCTBN.utility.abstract_importer</a>
 </li>
         <li><a href="PyCTBN.PyCTBN.utility.html#module-PyCTBN.PyCTBN.utility.cache">PyCTBN.PyCTBN.utility.cache</a>
+</li>
+        <li><a href="PyCTBN.PyCTBN.utility.html#module-PyCTBN.PyCTBN.utility.json_exporter">PyCTBN.PyCTBN.utility.json_exporter</a>
 </li>
         <li><a href="PyCTBN.PyCTBN.utility.html#module-PyCTBN.PyCTBN.utility.json_importer">PyCTBN.PyCTBN.utility.json_importer</a>
 </li>
@@ -486,18 +534,10 @@
         <li><a href="PyCTBN.tests.estimators.html#module-PyCTBN.tests.estimators">PyCTBN.tests.estimators</a>
 </li>
         <li><a href="PyCTBN.tests.estimators.html#module-PyCTBN.tests.estimators.test_parameters_estimator">PyCTBN.tests.estimators.test_parameters_estimator</a>
-</li>
-        <li><a href="PyCTBN.tests.estimators.html#module-PyCTBN.tests.estimators.test_structure_constraint_based_estimator">PyCTBN.tests.estimators.test_structure_constraint_based_estimator</a>
 </li>
         <li><a href="PyCTBN.tests.estimators.html#module-PyCTBN.tests.estimators.test_structure_estimator">PyCTBN.tests.estimators.test_structure_estimator</a>
-</li>
-        <li><a href="PyCTBN.tests.estimators.html#module-PyCTBN.tests.estimators.test_structure_score_based_estimator">PyCTBN.tests.estimators.test_structure_score_based_estimator</a>
 </li>
         <li><a href="PyCTBN.tests.optimizers.html#module-PyCTBN.tests.optimizers">PyCTBN.tests.optimizers</a>
-</li>
-        <li><a href="PyCTBN.tests.optimizers.html#module-PyCTBN.tests.optimizers.test_hill_climbing_search">PyCTBN.tests.optimizers.test_hill_climbing_search</a>
-</li>
-        <li><a href="PyCTBN.tests.optimizers.html#module-PyCTBN.tests.optimizers.test_tabu_search">PyCTBN.tests.optimizers.test_tabu_search</a>
 </li>
         <li><a href="PyCTBN.tests.structure_graph.html#module-PyCTBN.tests.structure_graph">PyCTBN.tests.structure_graph</a>
 </li>
@@ -523,16 +563,22 @@
 </li>
       </ul></li>
   </ul></td>
+  <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="PyCTBN.PyCTBN.structure_graph.html#PyCTBN.PyCTBN.structure_graph.trajectory_generator.TrajectoryGenerator.multi_trajectory">multi_trajectory() (PyCTBN.PyCTBN.structure_graph.trajectory_generator.TrajectoryGenerator method)</a>
+</li>
+  </ul></td>
 </tr></table>
 
 <h2 id="N">N</h2>
 <table style="width: 100%" class="indextable genindextable"><tr>
   <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="PyCTBN.PyCTBN.structure_graph.html#PyCTBN.PyCTBN.structure_graph.network_generator.NetworkGenerator">NetworkGenerator (class in PyCTBN.PyCTBN.structure_graph.network_generator)</a>
+</li>
       <li><a href="PyCTBN.PyCTBN.structure_graph.html#PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph">NetworkGraph (class in PyCTBN.PyCTBN.structure_graph.network_graph)</a>
 </li>
-      <li><a href="PyCTBN.PyCTBN.structure_graph.html#PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph.nodes">nodes() (PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph property)</a>
+      <li><a href="PyCTBN.PyCTBN.structure_graph.html#PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph.nodes">nodes (PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph property)</a>
 </li>
-      <li><a href="PyCTBN.PyCTBN.structure_graph.html#PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph.nodes_indexes">nodes_indexes() (PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph property)</a>
+      <li><a href="PyCTBN.PyCTBN.structure_graph.html#PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph.nodes_indexes">nodes_indexes (PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph property)</a>
 
       <ul>
         <li><a href="PyCTBN.PyCTBN.structure_graph.html#PyCTBN.PyCTBN.structure_graph.structure.Structure.nodes_indexes">(PyCTBN.PyCTBN.structure_graph.structure.Structure property)</a>
@@ -540,9 +586,9 @@
       </ul></li>
   </ul></td>
   <td style="width: 33%; vertical-align: top;"><ul>
-      <li><a href="PyCTBN.PyCTBN.structure_graph.html#PyCTBN.PyCTBN.structure_graph.structure.Structure.nodes_labels">nodes_labels() (PyCTBN.PyCTBN.structure_graph.structure.Structure property)</a>
+      <li><a href="PyCTBN.PyCTBN.structure_graph.html#PyCTBN.PyCTBN.structure_graph.structure.Structure.nodes_labels">nodes_labels (PyCTBN.PyCTBN.structure_graph.structure.Structure property)</a>
 </li>
-      <li><a href="PyCTBN.PyCTBN.structure_graph.html#PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph.nodes_values">nodes_values() (PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph property)</a>
+      <li><a href="PyCTBN.PyCTBN.structure_graph.html#PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph.nodes_values">nodes_values (PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph property)</a>
 
       <ul>
         <li><a href="PyCTBN.PyCTBN.structure_graph.html#PyCTBN.PyCTBN.structure_graph.structure.Structure.nodes_values">(PyCTBN.PyCTBN.structure_graph.structure.Structure property)</a>
@@ -578,6 +624,12 @@
 
       <ul>
         <li><a href="PyCTBN.tests.utility.html#PyCTBN.tests.utility.test_sample_importer.TestSampleImporter.ordered">(PyCTBN.tests.utility.test_sample_importer.TestSampleImporter method)</a>
+</li>
+      </ul></li>
+      <li><a href="PyCTBN.PyCTBN.utility.html#PyCTBN.PyCTBN.utility.abstract_exporter.AbstractExporter.out_file">out_file() (PyCTBN.PyCTBN.utility.abstract_exporter.AbstractExporter method)</a>
+
+      <ul>
+        <li><a href="PyCTBN.PyCTBN.utility.html#PyCTBN.PyCTBN.utility.json_exporter.JsonExporter.out_file">(PyCTBN.PyCTBN.utility.json_exporter.JsonExporter method)</a>
 </li>
       </ul></li>
   </ul></td>
@@ -586,7 +638,7 @@
 <h2 id="P">P</h2>
 <table style="width: 100%" class="indextable genindextable"><tr>
   <td style="width: 33%; vertical-align: top;"><ul>
-      <li><a href="PyCTBN.PyCTBN.structure_graph.html#PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph.p_combs">p_combs() (PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph property)</a>
+      <li><a href="PyCTBN.PyCTBN.structure_graph.html#PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph.p_combs">p_combs (PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph property)</a>
 
       <ul>
         <li><a href="PyCTBN.PyCTBN.structure_graph.html#PyCTBN.PyCTBN.structure_graph.set_of_cims.SetOfCims.p_combs">(PyCTBN.PyCTBN.structure_graph.set_of_cims.SetOfCims property)</a>
@@ -699,6 +751,13 @@
 
       <ul>
         <li><a href="PyCTBN.PyCTBN.structure_graph.html#module-PyCTBN.PyCTBN.structure_graph.conditional_intensity_matrix">module</a>
+</li>
+      </ul></li>
+      <li>
+    PyCTBN.PyCTBN.structure_graph.network_generator
+
+      <ul>
+        <li><a href="PyCTBN.PyCTBN.structure_graph.html#module-PyCTBN.PyCTBN.structure_graph.network_generator">module</a>
 </li>
       </ul></li>
       <li>
@@ -737,10 +796,26 @@
 </li>
       </ul></li>
       <li>
+    PyCTBN.PyCTBN.structure_graph.trajectory_generator
+
+      <ul>
+        <li><a href="PyCTBN.PyCTBN.structure_graph.html#module-PyCTBN.PyCTBN.structure_graph.trajectory_generator">module</a>
+</li>
+      </ul></li>
+  </ul></td>
+  <td style="width: 33%; vertical-align: top;"><ul>
+      <li>
     PyCTBN.PyCTBN.utility
 
       <ul>
         <li><a href="PyCTBN.PyCTBN.utility.html#module-PyCTBN.PyCTBN.utility">module</a>
+</li>
+      </ul></li>
+      <li>
+    PyCTBN.PyCTBN.utility.abstract_exporter
+
+      <ul>
+        <li><a href="PyCTBN.PyCTBN.utility.html#module-PyCTBN.PyCTBN.utility.abstract_exporter">module</a>
 </li>
       </ul></li>
       <li>
@@ -750,13 +825,18 @@
         <li><a href="PyCTBN.PyCTBN.utility.html#module-PyCTBN.PyCTBN.utility.abstract_importer">module</a>
 </li>
       </ul></li>
-  </ul></td>
-  <td style="width: 33%; vertical-align: top;"><ul>
       <li>
     PyCTBN.PyCTBN.utility.cache
 
       <ul>
         <li><a href="PyCTBN.PyCTBN.utility.html#module-PyCTBN.PyCTBN.utility.cache">module</a>
+</li>
+      </ul></li>
+      <li>
+    PyCTBN.PyCTBN.utility.json_exporter
+
+      <ul>
+        <li><a href="PyCTBN.PyCTBN.utility.html#module-PyCTBN.PyCTBN.utility.json_exporter">module</a>
 </li>
       </ul></li>
       <li>
@@ -792,13 +872,6 @@
 
       <ul>
         <li><a href="PyCTBN.tests.estimators.html#module-PyCTBN.tests.estimators.test_parameters_estimator">module</a>
-</li>
-      </ul></li>
-      <li>
-    PyCTBN.tests.estimators.test_structure_constraint_based_estimator
-
-      <ul>
-        <li><a href="PyCTBN.tests.estimators.html#module-PyCTBN.tests.estimators.test_structure_constraint_based_estimator">module</a>
 </li>
       </ul></li>
       <li>
@@ -806,13 +879,6 @@
 
       <ul>
         <li><a href="PyCTBN.tests.estimators.html#module-PyCTBN.tests.estimators.test_structure_estimator">module</a>
-</li>
-      </ul></li>
-      <li>
-    PyCTBN.tests.estimators.test_structure_score_based_estimator
-
-      <ul>
-        <li><a href="PyCTBN.tests.estimators.html#module-PyCTBN.tests.estimators.test_structure_score_based_estimator">module</a>
 </li>
       </ul></li>
       <li>
@@ -820,20 +886,6 @@
 
       <ul>
         <li><a href="PyCTBN.tests.optimizers.html#module-PyCTBN.tests.optimizers">module</a>
-</li>
-      </ul></li>
-      <li>
-    PyCTBN.tests.optimizers.test_hill_climbing_search
-
-      <ul>
-        <li><a href="PyCTBN.tests.optimizers.html#module-PyCTBN.tests.optimizers.test_hill_climbing_search">module</a>
-</li>
-      </ul></li>
-      <li>
-    PyCTBN.tests.optimizers.test_tabu_search
-
-      <ul>
-        <li><a href="PyCTBN.tests.optimizers.html#module-PyCTBN.tests.optimizers.test_tabu_search">module</a>
 </li>
       </ul></li>
       <li>
@@ -952,15 +1004,7 @@
       <li><a href="PyCTBN.tests.estimators.html#PyCTBN.tests.estimators.test_parameters_estimator.TestParametersEstimatior.setUpClass">setUpClass() (PyCTBN.tests.estimators.test_parameters_estimator.TestParametersEstimatior class method)</a>
 
       <ul>
-        <li><a href="PyCTBN.tests.estimators.html#PyCTBN.tests.estimators.test_structure_constraint_based_estimator.TestStructureConstraintBasedEstimator.setUpClass">(PyCTBN.tests.estimators.test_structure_constraint_based_estimator.TestStructureConstraintBasedEstimator class method)</a>
-</li>
         <li><a href="PyCTBN.tests.estimators.html#PyCTBN.tests.estimators.test_structure_estimator.TestStructureEstimator.setUpClass">(PyCTBN.tests.estimators.test_structure_estimator.TestStructureEstimator class method)</a>
-</li>
-        <li><a href="PyCTBN.tests.estimators.html#PyCTBN.tests.estimators.test_structure_score_based_estimator.TestStructureScoreBasedEstimator.setUpClass">(PyCTBN.tests.estimators.test_structure_score_based_estimator.TestStructureScoreBasedEstimator class method)</a>
-</li>
-        <li><a href="PyCTBN.tests.optimizers.html#PyCTBN.tests.optimizers.test_hill_climbing_search.TestHillClimbingSearch.setUpClass">(PyCTBN.tests.optimizers.test_hill_climbing_search.TestHillClimbingSearch class method)</a>
-</li>
-        <li><a href="PyCTBN.tests.optimizers.html#PyCTBN.tests.optimizers.test_tabu_search.TestTabuSearch.setUpClass">(PyCTBN.tests.optimizers.test_tabu_search.TestTabuSearch class method)</a>
 </li>
         <li><a href="PyCTBN.tests.structure_graph.html#PyCTBN.tests.structure_graph.test_cim.TestConditionalIntensityMatrix.setUpClass">(PyCTBN.tests.structure_graph.test_cim.TestConditionalIntensityMatrix class method)</a>
 </li>
@@ -989,17 +1033,17 @@
 </li>
       <li><a href="PyCTBN.PyCTBN.structure_graph.html#PyCTBN.PyCTBN.structure_graph.trajectory.Trajectory.size">size() (PyCTBN.PyCTBN.structure_graph.trajectory.Trajectory method)</a>
 </li>
-      <li><a href="PyCTBN.PyCTBN.utility.html#PyCTBN.PyCTBN.utility.abstract_importer.AbstractImporter.sorter">sorter() (PyCTBN.PyCTBN.utility.abstract_importer.AbstractImporter property)</a>
+      <li><a href="PyCTBN.PyCTBN.utility.html#PyCTBN.PyCTBN.utility.abstract_importer.AbstractImporter.sorter">sorter (PyCTBN.PyCTBN.utility.abstract_importer.AbstractImporter property)</a>
 </li>
       <li><a href="PyCTBN.PyCTBN.estimators.html#PyCTBN.PyCTBN.estimators.structure_estimator.StructureEstimator.spurious_edges">spurious_edges() (PyCTBN.PyCTBN.estimators.structure_estimator.StructureEstimator method)</a>
 </li>
-      <li><a href="PyCTBN.PyCTBN.structure_graph.html#PyCTBN.PyCTBN.structure_graph.conditional_intensity_matrix.ConditionalIntensityMatrix.state_residence_times">state_residence_times() (PyCTBN.PyCTBN.structure_graph.conditional_intensity_matrix.ConditionalIntensityMatrix property)</a>
+      <li><a href="PyCTBN.PyCTBN.structure_graph.html#PyCTBN.PyCTBN.structure_graph.conditional_intensity_matrix.ConditionalIntensityMatrix.state_residence_times">state_residence_times (PyCTBN.PyCTBN.structure_graph.conditional_intensity_matrix.ConditionalIntensityMatrix property)</a>
 </li>
-      <li><a href="PyCTBN.PyCTBN.structure_graph.html#PyCTBN.PyCTBN.structure_graph.conditional_intensity_matrix.ConditionalIntensityMatrix.state_transition_matrix">state_transition_matrix() (PyCTBN.PyCTBN.structure_graph.conditional_intensity_matrix.ConditionalIntensityMatrix property)</a>
+      <li><a href="PyCTBN.PyCTBN.structure_graph.html#PyCTBN.PyCTBN.structure_graph.conditional_intensity_matrix.ConditionalIntensityMatrix.state_transition_matrix">state_transition_matrix (PyCTBN.PyCTBN.structure_graph.conditional_intensity_matrix.ConditionalIntensityMatrix property)</a>
 </li>
       <li><a href="PyCTBN.PyCTBN.structure_graph.html#PyCTBN.PyCTBN.structure_graph.structure.Structure">Structure (class in PyCTBN.PyCTBN.structure_graph.structure)</a>
 </li>
-      <li><a href="PyCTBN.PyCTBN.structure_graph.html#PyCTBN.PyCTBN.structure_graph.sample_path.SamplePath.structure">structure() (PyCTBN.PyCTBN.structure_graph.sample_path.SamplePath property)</a>
+      <li><a href="PyCTBN.PyCTBN.structure_graph.html#PyCTBN.PyCTBN.structure_graph.sample_path.SamplePath.structure">structure (PyCTBN.PyCTBN.structure_graph.sample_path.SamplePath property)</a>
 
       <ul>
         <li><a href="PyCTBN.PyCTBN.utility.html#PyCTBN.PyCTBN.utility.abstract_importer.AbstractImporter.structure">(PyCTBN.PyCTBN.utility.abstract_importer.AbstractImporter property)</a>
@@ -1117,6 +1161,8 @@
 </li>
       <li><a href="PyCTBN.tests.utility.html#PyCTBN.tests.utility.test_json_importer.TestJsonImporter.test_import_structure">test_import_structure() (PyCTBN.tests.utility.test_json_importer.TestJsonImporter method)</a>
 </li>
+  </ul></td>
+  <td style="width: 33%; vertical-align: top;"><ul>
       <li><a href="PyCTBN.tests.utility.html#PyCTBN.tests.utility.test_json_importer.TestJsonImporter.test_import_variables">test_import_variables() (PyCTBN.tests.utility.test_json_importer.TestJsonImporter method)</a>
 </li>
       <li><a href="PyCTBN.tests.estimators.html#PyCTBN.tests.estimators.test_structure_estimator.TestStructureEstimator.test_init">test_init() (PyCTBN.tests.estimators.test_structure_estimator.TestStructureEstimator method)</a>
@@ -1141,8 +1187,6 @@
         <li><a href="PyCTBN.tests.utility.html#PyCTBN.tests.utility.test_sample_importer.TestSampleImporter.test_init">(PyCTBN.tests.utility.test_sample_importer.TestSampleImporter method)</a>
 </li>
       </ul></li>
-  </ul></td>
-  <td style="width: 33%; vertical-align: top;"><ul>
       <li><a href="PyCTBN.tests.structure_graph.html#PyCTBN.tests.structure_graph.test_sample_path.TestSamplePath.test_init_not_filled_dataframse">test_init_not_filled_dataframse() (PyCTBN.tests.structure_graph.test_sample_path.TestSamplePath method)</a>
 </li>
       <li><a href="PyCTBN.tests.structure_graph.html#PyCTBN.tests.structure_graph.test_sample_path.TestSamplePath.test_init_not_initialized_importer">test_init_not_initialized_importer() (PyCTBN.tests.structure_graph.test_sample_path.TestSamplePath method)</a>
@@ -1170,44 +1214,12 @@
       <li><a href="PyCTBN.tests.estimators.html#PyCTBN.tests.estimators.test_structure_estimator.TestStructureEstimator.test_save_plot_estimated_graph">test_save_plot_estimated_graph() (PyCTBN.tests.estimators.test_structure_estimator.TestStructureEstimator method)</a>
 </li>
       <li><a href="PyCTBN.tests.estimators.html#PyCTBN.tests.estimators.test_structure_estimator.TestStructureEstimator.test_save_results">test_save_results() (PyCTBN.tests.estimators.test_structure_estimator.TestStructureEstimator method)</a>
-</li>
-      <li><a href="PyCTBN.tests.optimizers.html#PyCTBN.tests.optimizers.test_hill_climbing_search.TestHillClimbingSearch.test_structure">test_structure() (PyCTBN.tests.optimizers.test_hill_climbing_search.TestHillClimbingSearch method)</a>
-
-      <ul>
-        <li><a href="PyCTBN.tests.optimizers.html#PyCTBN.tests.optimizers.test_tabu_search.TestTabuSearch.test_structure">(PyCTBN.tests.optimizers.test_tabu_search.TestTabuSearch method)</a>
-</li>
-      </ul></li>
-      <li><a href="PyCTBN.tests.estimators.html#PyCTBN.tests.estimators.test_structure_constraint_based_estimator.TestStructureConstraintBasedEstimator.test_structure_1">test_structure_1() (PyCTBN.tests.estimators.test_structure_constraint_based_estimator.TestStructureConstraintBasedEstimator method)</a>
-
-      <ul>
-        <li><a href="PyCTBN.tests.estimators.html#PyCTBN.tests.estimators.test_structure_score_based_estimator.TestStructureScoreBasedEstimator.test_structure_1">(PyCTBN.tests.estimators.test_structure_score_based_estimator.TestStructureScoreBasedEstimator method)</a>
-</li>
-      </ul></li>
-      <li><a href="PyCTBN.tests.estimators.html#PyCTBN.tests.estimators.test_structure_constraint_based_estimator.TestStructureConstraintBasedEstimator.test_structure_2">test_structure_2() (PyCTBN.tests.estimators.test_structure_constraint_based_estimator.TestStructureConstraintBasedEstimator method)</a>
-
-      <ul>
-        <li><a href="PyCTBN.tests.estimators.html#PyCTBN.tests.estimators.test_structure_score_based_estimator.TestStructureScoreBasedEstimator.test_structure_2">(PyCTBN.tests.estimators.test_structure_score_based_estimator.TestStructureScoreBasedEstimator method)</a>
-</li>
-      </ul></li>
-      <li><a href="PyCTBN.tests.estimators.html#PyCTBN.tests.estimators.test_structure_constraint_based_estimator.TestStructureConstraintBasedEstimator.test_structure_3">test_structure_3() (PyCTBN.tests.estimators.test_structure_constraint_based_estimator.TestStructureConstraintBasedEstimator method)</a>
-
-      <ul>
-        <li><a href="PyCTBN.tests.estimators.html#PyCTBN.tests.estimators.test_structure_score_based_estimator.TestStructureScoreBasedEstimator.test_structure_3">(PyCTBN.tests.estimators.test_structure_score_based_estimator.TestStructureScoreBasedEstimator method)</a>
-</li>
-        <li><a href="PyCTBN.tests.optimizers.html#PyCTBN.tests.optimizers.test_hill_climbing_search.TestHillClimbingSearch.test_structure_3">(PyCTBN.tests.optimizers.test_hill_climbing_search.TestHillClimbingSearch method)</a>
-</li>
-        <li><a href="PyCTBN.tests.optimizers.html#PyCTBN.tests.optimizers.test_tabu_search.TestTabuSearch.test_structure_3">(PyCTBN.tests.optimizers.test_tabu_search.TestTabuSearch method)</a>
-</li>
-      </ul></li>
-      <li><a href="PyCTBN.tests.estimators.html#PyCTBN.tests.estimators.test_structure_score_based_estimator.TestStructureScoreBasedEstimator.test_structure_monoprocesso">test_structure_monoprocesso() (PyCTBN.tests.estimators.test_structure_score_based_estimator.TestStructureScoreBasedEstimator method)</a>
 </li>
       <li><a href="PyCTBN.tests.estimators.html#PyCTBN.tests.estimators.test_structure_estimator.TestStructureEstimator.test_time">test_time() (PyCTBN.tests.estimators.test_structure_estimator.TestStructureEstimator method)</a>
 </li>
       <li><a href="PyCTBN.tests.utility.html#PyCTBN.tests.utility.test_cache.TestCache">TestCache (class in PyCTBN.tests.utility.test_cache)</a>
 </li>
       <li><a href="PyCTBN.tests.structure_graph.html#PyCTBN.tests.structure_graph.test_cim.TestConditionalIntensityMatrix">TestConditionalIntensityMatrix (class in PyCTBN.tests.structure_graph.test_cim)</a>
-</li>
-      <li><a href="PyCTBN.tests.optimizers.html#PyCTBN.tests.optimizers.test_hill_climbing_search.TestHillClimbingSearch">TestHillClimbingSearch (class in PyCTBN.tests.optimizers.test_hill_climbing_search)</a>
 </li>
       <li><a href="PyCTBN.tests.utility.html#PyCTBN.tests.utility.test_json_importer.TestJsonImporter">TestJsonImporter (class in PyCTBN.tests.utility.test_json_importer)</a>
 </li>
@@ -1222,36 +1234,32 @@
       <li><a href="PyCTBN.tests.structure_graph.html#PyCTBN.tests.structure_graph.test_setofcims.TestSetOfCims">TestSetOfCims (class in PyCTBN.tests.structure_graph.test_setofcims)</a>
 </li>
       <li><a href="PyCTBN.tests.structure_graph.html#PyCTBN.tests.structure_graph.test_structure.TestStructure">TestStructure (class in PyCTBN.tests.structure_graph.test_structure)</a>
-</li>
-      <li><a href="PyCTBN.tests.estimators.html#PyCTBN.tests.estimators.test_structure_constraint_based_estimator.TestStructureConstraintBasedEstimator">TestStructureConstraintBasedEstimator (class in PyCTBN.tests.estimators.test_structure_constraint_based_estimator)</a>
 </li>
       <li><a href="PyCTBN.tests.estimators.html#PyCTBN.tests.estimators.test_structure_estimator.TestStructureEstimator">TestStructureEstimator (class in PyCTBN.tests.estimators.test_structure_estimator)</a>
-</li>
-      <li><a href="PyCTBN.tests.estimators.html#PyCTBN.tests.estimators.test_structure_score_based_estimator.TestStructureScoreBasedEstimator">TestStructureScoreBasedEstimator (class in PyCTBN.tests.estimators.test_structure_score_based_estimator)</a>
-</li>
-      <li><a href="PyCTBN.tests.optimizers.html#PyCTBN.tests.optimizers.test_tabu_search.TestTabuSearch">TestTabuSearch (class in PyCTBN.tests.optimizers.test_tabu_search)</a>
 </li>
       <li><a href="PyCTBN.tests.structure_graph.html#PyCTBN.tests.structure_graph.test_trajectory.TestTrajectory">TestTrajectory (class in PyCTBN.tests.structure_graph.test_trajectory)</a>
 </li>
-      <li><a href="PyCTBN.PyCTBN.structure_graph.html#PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph.time_filtering">time_filtering() (PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph property)</a>
+      <li><a href="PyCTBN.PyCTBN.structure_graph.html#PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph.time_filtering">time_filtering (PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph property)</a>
 </li>
-      <li><a href="PyCTBN.PyCTBN.structure_graph.html#PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph.time_scalar_indexing_strucure">time_scalar_indexing_strucure() (PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph property)</a>
+      <li><a href="PyCTBN.PyCTBN.structure_graph.html#PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph.time_scalar_indexing_strucure">time_scalar_indexing_strucure (PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph property)</a>
 </li>
-      <li><a href="PyCTBN.PyCTBN.structure_graph.html#PyCTBN.PyCTBN.structure_graph.trajectory.Trajectory.times">times() (PyCTBN.PyCTBN.structure_graph.trajectory.Trajectory property)</a>
+      <li><a href="PyCTBN.PyCTBN.structure_graph.html#PyCTBN.PyCTBN.structure_graph.trajectory.Trajectory.times">times (PyCTBN.PyCTBN.structure_graph.trajectory.Trajectory property)</a>
 </li>
-      <li><a href="PyCTBN.PyCTBN.structure_graph.html#PyCTBN.PyCTBN.structure_graph.sample_path.SamplePath.total_variables_count">total_variables_count() (PyCTBN.PyCTBN.structure_graph.sample_path.SamplePath property)</a>
+      <li><a href="PyCTBN.PyCTBN.structure_graph.html#PyCTBN.PyCTBN.structure_graph.sample_path.SamplePath.total_variables_count">total_variables_count (PyCTBN.PyCTBN.structure_graph.sample_path.SamplePath property)</a>
 </li>
-      <li><a href="PyCTBN.PyCTBN.structure_graph.html#PyCTBN.PyCTBN.structure_graph.structure.Structure.total_variables_number">total_variables_number() (PyCTBN.PyCTBN.structure_graph.structure.Structure property)</a>
+      <li><a href="PyCTBN.PyCTBN.structure_graph.html#PyCTBN.PyCTBN.structure_graph.structure.Structure.total_variables_number">total_variables_number (PyCTBN.PyCTBN.structure_graph.structure.Structure property)</a>
 </li>
-      <li><a href="PyCTBN.PyCTBN.structure_graph.html#PyCTBN.PyCTBN.structure_graph.sample_path.SamplePath.trajectories">trajectories() (PyCTBN.PyCTBN.structure_graph.sample_path.SamplePath property)</a>
+      <li><a href="PyCTBN.PyCTBN.structure_graph.html#PyCTBN.PyCTBN.structure_graph.sample_path.SamplePath.trajectories">trajectories (PyCTBN.PyCTBN.structure_graph.sample_path.SamplePath property)</a>
 </li>
       <li><a href="PyCTBN.PyCTBN.structure_graph.html#PyCTBN.PyCTBN.structure_graph.trajectory.Trajectory">Trajectory (class in PyCTBN.PyCTBN.structure_graph.trajectory)</a>
 </li>
-      <li><a href="PyCTBN.PyCTBN.structure_graph.html#PyCTBN.PyCTBN.structure_graph.trajectory.Trajectory.trajectory">trajectory() (PyCTBN.PyCTBN.structure_graph.trajectory.Trajectory property)</a>
+      <li><a href="PyCTBN.PyCTBN.structure_graph.html#PyCTBN.PyCTBN.structure_graph.trajectory.Trajectory.trajectory">trajectory (PyCTBN.PyCTBN.structure_graph.trajectory.Trajectory property)</a>
+</li>
+      <li><a href="PyCTBN.PyCTBN.structure_graph.html#PyCTBN.PyCTBN.structure_graph.trajectory_generator.TrajectoryGenerator">TrajectoryGenerator (class in PyCTBN.PyCTBN.structure_graph.trajectory_generator)</a>
 </li>
-      <li><a href="PyCTBN.PyCTBN.structure_graph.html#PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph.transition_filtering">transition_filtering() (PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph property)</a>
+      <li><a href="PyCTBN.PyCTBN.structure_graph.html#PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph.transition_filtering">transition_filtering (PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph property)</a>
 </li>
-      <li><a href="PyCTBN.PyCTBN.structure_graph.html#PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph.transition_scalar_indexing_structure">transition_scalar_indexing_structure() (PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph property)</a>
+      <li><a href="PyCTBN.PyCTBN.structure_graph.html#PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph.transition_scalar_indexing_structure">transition_scalar_indexing_structure (PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph property)</a>
 </li>
   </ul></td>
 </tr></table>
@@ -1260,12 +1268,24 @@
 <table style="width: 100%" class="indextable genindextable"><tr>
   <td style="width: 33%; vertical-align: top;"><ul>
       <li><a href="PyCTBN.PyCTBN.estimators.html#PyCTBN.PyCTBN.estimators.fam_score_calculator.FamScoreCalculator.variable_cim_xu_marginal_likelihood_q">variable_cim_xu_marginal_likelihood_q() (PyCTBN.PyCTBN.estimators.fam_score_calculator.FamScoreCalculator method)</a>
+</li>
+      <li><a href="PyCTBN.PyCTBN.estimators.html#PyCTBN.PyCTBN.estimators.fam_score_calculator.FamScoreCalculator.variable_cim_xu_marginal_likelihood_theta">variable_cim_xu_marginal_likelihood_theta() (PyCTBN.PyCTBN.estimators.fam_score_calculator.FamScoreCalculator method)</a>
 </li>
   </ul></td>
   <td style="width: 33%; vertical-align: top;"><ul>
-      <li><a href="PyCTBN.PyCTBN.estimators.html#PyCTBN.PyCTBN.estimators.fam_score_calculator.FamScoreCalculator.variable_cim_xu_marginal_likelihood_theta">variable_cim_xu_marginal_likelihood_theta() (PyCTBN.PyCTBN.estimators.fam_score_calculator.FamScoreCalculator method)</a>
+      <li><a href="PyCTBN.PyCTBN.structure_graph.html#PyCTBN.PyCTBN.structure_graph.network_generator.NetworkGenerator.variables">variables (PyCTBN.PyCTBN.structure_graph.network_generator.NetworkGenerator property)</a>
+
+      <ul>
+        <li><a href="PyCTBN.PyCTBN.utility.html#PyCTBN.PyCTBN.utility.abstract_importer.AbstractImporter.variables">(PyCTBN.PyCTBN.utility.abstract_importer.AbstractImporter property)</a>
 </li>
-      <li><a href="PyCTBN.PyCTBN.utility.html#PyCTBN.PyCTBN.utility.abstract_importer.AbstractImporter.variables">variables() (PyCTBN.PyCTBN.utility.abstract_importer.AbstractImporter property)</a>
+      </ul></li>
+  </ul></td>
+</tr></table>
+
+<h2 id="W">W</h2>
+<table style="width: 100%" class="indextable genindextable"><tr>
+  <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="PyCTBN.PyCTBN.structure_graph.html#PyCTBN.PyCTBN.structure_graph.trajectory_generator.TrajectoryGenerator.worker">worker() (PyCTBN.PyCTBN.structure_graph.trajectory_generator.TrajectoryGenerator method)</a>
 </li>
   </ul></td>
 </tr></table>
@@ -1299,6 +1319,9 @@
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
         };
+    </script>
+    <script type="text/javascript" src="_static/documentation_options.js">
+
     </script>
     <script type="text/javascript" src="_static/jquery.js">
 
@@ -1309,9 +1332,6 @@
     <script type="text/javascript" src="_static/doctools.js">
 
     </script>
-    <script type="text/javascript" src="_static/language_data.js">
-
-    </script>
 
   
 
diff --git a/docs/index.html b/docs/index.html
index 996979e..8f2e8f1 100644
--- a/docs/index.html
+++ b/docs/index.html
@@ -19,6 +19,10 @@
     <link rel="stylesheet" href="_static/css/pdj.css" type="text/css" />
 
   
+    <link rel="stylesheet" href="_static/pygments.css" type="text/css" />
+  
+    <link rel="stylesheet" href="_static/css/pdj.css" type="text/css" />
+  
 
   
 
@@ -142,18 +146,22 @@
 <li class="toctree-l3"><a class="reference internal" href="PyCTBN.PyCTBN.structure_graph.html">PyCTBN.PyCTBN.structure_graph package</a><ul>
 <li class="toctree-l4"><a class="reference internal" href="PyCTBN.PyCTBN.structure_graph.html#submodules">Submodules</a></li>
 <li class="toctree-l4"><a class="reference internal" href="PyCTBN.PyCTBN.structure_graph.html#module-PyCTBN.PyCTBN.structure_graph.conditional_intensity_matrix">PyCTBN.PyCTBN.structure_graph.conditional_intensity_matrix module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="PyCTBN.PyCTBN.structure_graph.html#module-PyCTBN.PyCTBN.structure_graph.network_generator">PyCTBN.PyCTBN.structure_graph.network_generator module</a></li>
 <li class="toctree-l4"><a class="reference internal" href="PyCTBN.PyCTBN.structure_graph.html#module-PyCTBN.PyCTBN.structure_graph.network_graph">PyCTBN.PyCTBN.structure_graph.network_graph module</a></li>
 <li class="toctree-l4"><a class="reference internal" href="PyCTBN.PyCTBN.structure_graph.html#module-PyCTBN.PyCTBN.structure_graph.sample_path">PyCTBN.PyCTBN.structure_graph.sample_path module</a></li>
 <li class="toctree-l4"><a class="reference internal" href="PyCTBN.PyCTBN.structure_graph.html#module-PyCTBN.PyCTBN.structure_graph.set_of_cims">PyCTBN.PyCTBN.structure_graph.set_of_cims module</a></li>
 <li class="toctree-l4"><a class="reference internal" href="PyCTBN.PyCTBN.structure_graph.html#module-PyCTBN.PyCTBN.structure_graph.structure">PyCTBN.PyCTBN.structure_graph.structure module</a></li>
 <li class="toctree-l4"><a class="reference internal" href="PyCTBN.PyCTBN.structure_graph.html#module-PyCTBN.PyCTBN.structure_graph.trajectory">PyCTBN.PyCTBN.structure_graph.trajectory module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="PyCTBN.PyCTBN.structure_graph.html#module-PyCTBN.PyCTBN.structure_graph.trajectory_generator">PyCTBN.PyCTBN.structure_graph.trajectory_generator module</a></li>
 <li class="toctree-l4"><a class="reference internal" href="PyCTBN.PyCTBN.structure_graph.html#module-PyCTBN.PyCTBN.structure_graph">Module contents</a></li>
 </ul>
 </li>
 <li class="toctree-l3"><a class="reference internal" href="PyCTBN.PyCTBN.utility.html">PyCTBN.PyCTBN.utility package</a><ul>
 <li class="toctree-l4"><a class="reference internal" href="PyCTBN.PyCTBN.utility.html#submodules">Submodules</a></li>
+<li class="toctree-l4"><a class="reference internal" href="PyCTBN.PyCTBN.utility.html#module-PyCTBN.PyCTBN.utility.abstract_exporter">PyCTBN.PyCTBN.utility.abstract_exporter module</a></li>
 <li class="toctree-l4"><a class="reference internal" href="PyCTBN.PyCTBN.utility.html#module-PyCTBN.PyCTBN.utility.abstract_importer">PyCTBN.PyCTBN.utility.abstract_importer module</a></li>
 <li class="toctree-l4"><a class="reference internal" href="PyCTBN.PyCTBN.utility.html#module-PyCTBN.PyCTBN.utility.cache">PyCTBN.PyCTBN.utility.cache module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="PyCTBN.PyCTBN.utility.html#module-PyCTBN.PyCTBN.utility.json_exporter">PyCTBN.PyCTBN.utility.json_exporter module</a></li>
 <li class="toctree-l4"><a class="reference internal" href="PyCTBN.PyCTBN.utility.html#module-PyCTBN.PyCTBN.utility.json_importer">PyCTBN.PyCTBN.utility.json_importer module</a></li>
 <li class="toctree-l4"><a class="reference internal" href="PyCTBN.PyCTBN.utility.html#module-PyCTBN.PyCTBN.utility.sample_importer">PyCTBN.PyCTBN.utility.sample_importer module</a></li>
 <li class="toctree-l4"><a class="reference internal" href="PyCTBN.PyCTBN.utility.html#module-PyCTBN.PyCTBN.utility">Module contents</a></li>
@@ -218,6 +226,9 @@
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
         };
+    </script>
+    <script type="text/javascript" src="_static/documentation_options.js">
+
     </script>
     <script type="text/javascript" src="_static/jquery.js">
 
@@ -228,9 +239,6 @@
     <script type="text/javascript" src="_static/doctools.js">
 
     </script>
-    <script type="text/javascript" src="_static/language_data.js">
-
-    </script>
 
   
 
diff --git a/docs/modules.html b/docs/modules.html
index 2540d43..1f64d19 100644
--- a/docs/modules.html
+++ b/docs/modules.html
@@ -19,6 +19,10 @@
     <link rel="stylesheet" href="_static/css/pdj.css" type="text/css" />
 
   
+    <link rel="stylesheet" href="_static/pygments.css" type="text/css" />
+  
+    <link rel="stylesheet" href="_static/css/pdj.css" type="text/css" />
+  
 
   
 
@@ -116,59 +120,28 @@
 <h1>PyCTBN<a class="headerlink" href="#pyctbn" title="Permalink to this headline">¶</a></h1>
 <div class="toctree-wrapper compound">
 <ul>
-<li class="toctree-l1"><a class="reference internal" href="PyCTBN.PyCTBN.html">PyCTBN.PyCTBN package</a><ul>
-<li class="toctree-l2"><a class="reference internal" href="PyCTBN.PyCTBN.html#subpackages">Subpackages</a><ul>
-<li class="toctree-l3"><a class="reference internal" href="PyCTBN.PyCTBN.estimators.html">PyCTBN.PyCTBN.estimators package</a><ul>
-<li class="toctree-l4"><a class="reference internal" href="PyCTBN.PyCTBN.estimators.html#submodules">Submodules</a></li>
-<li class="toctree-l4"><a class="reference internal" href="PyCTBN.PyCTBN.estimators.html#module-PyCTBN.PyCTBN.estimators.fam_score_calculator">PyCTBN.PyCTBN.estimators.fam_score_calculator module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="PyCTBN.PyCTBN.estimators.html#module-PyCTBN.PyCTBN.estimators.parameters_estimator">PyCTBN.PyCTBN.estimators.parameters_estimator module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="PyCTBN.PyCTBN.estimators.html#module-PyCTBN.PyCTBN.estimators.structure_constraint_based_estimator">PyCTBN.PyCTBN.estimators.structure_constraint_based_estimator module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="PyCTBN.PyCTBN.estimators.html#module-PyCTBN.PyCTBN.estimators.structure_estimator">PyCTBN.PyCTBN.estimators.structure_estimator module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="PyCTBN.PyCTBN.estimators.html#module-PyCTBN.PyCTBN.estimators.structure_score_based_estimator">PyCTBN.PyCTBN.estimators.structure_score_based_estimator module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="PyCTBN.PyCTBN.estimators.html#module-PyCTBN.PyCTBN.estimators">Module contents</a></li>
-</ul>
-</li>
-<li class="toctree-l3"><a class="reference internal" href="PyCTBN.PyCTBN.optimizers.html">PyCTBN.PyCTBN.optimizers package</a><ul>
-<li class="toctree-l4"><a class="reference internal" href="PyCTBN.PyCTBN.optimizers.html#submodules">Submodules</a></li>
-<li class="toctree-l4"><a class="reference internal" href="PyCTBN.PyCTBN.optimizers.html#module-PyCTBN.PyCTBN.optimizers.constraint_based_optimizer">PyCTBN.PyCTBN.optimizers.constraint_based_optimizer module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="PyCTBN.PyCTBN.optimizers.html#module-PyCTBN.PyCTBN.optimizers.hill_climbing_search">PyCTBN.PyCTBN.optimizers.hill_climbing_search module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="PyCTBN.PyCTBN.optimizers.html#module-PyCTBN.PyCTBN.optimizers.optimizer">PyCTBN.PyCTBN.optimizers.optimizer module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="PyCTBN.PyCTBN.optimizers.html#module-PyCTBN.PyCTBN.optimizers.tabu_search">PyCTBN.PyCTBN.optimizers.tabu_search module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="PyCTBN.PyCTBN.optimizers.html#module-PyCTBN.PyCTBN.optimizers">Module contents</a></li>
-</ul>
-</li>
-<li class="toctree-l3"><a class="reference internal" href="PyCTBN.PyCTBN.structure_graph.html">PyCTBN.PyCTBN.structure_graph package</a><ul>
-<li class="toctree-l4"><a class="reference internal" href="PyCTBN.PyCTBN.structure_graph.html#submodules">Submodules</a></li>
-<li class="toctree-l4"><a class="reference internal" href="PyCTBN.PyCTBN.structure_graph.html#module-PyCTBN.PyCTBN.structure_graph.conditional_intensity_matrix">PyCTBN.PyCTBN.structure_graph.conditional_intensity_matrix module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="PyCTBN.PyCTBN.structure_graph.html#module-PyCTBN.PyCTBN.structure_graph.network_graph">PyCTBN.PyCTBN.structure_graph.network_graph module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="PyCTBN.PyCTBN.structure_graph.html#module-PyCTBN.PyCTBN.structure_graph.sample_path">PyCTBN.PyCTBN.structure_graph.sample_path module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="PyCTBN.PyCTBN.structure_graph.html#module-PyCTBN.PyCTBN.structure_graph.set_of_cims">PyCTBN.PyCTBN.structure_graph.set_of_cims module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="PyCTBN.PyCTBN.structure_graph.html#module-PyCTBN.PyCTBN.structure_graph.structure">PyCTBN.PyCTBN.structure_graph.structure module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="PyCTBN.PyCTBN.structure_graph.html#module-PyCTBN.PyCTBN.structure_graph.trajectory">PyCTBN.PyCTBN.structure_graph.trajectory module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="PyCTBN.PyCTBN.structure_graph.html#module-PyCTBN.PyCTBN.structure_graph">Module contents</a></li>
-</ul>
-</li>
-<li class="toctree-l3"><a class="reference internal" href="PyCTBN.PyCTBN.utility.html">PyCTBN.PyCTBN.utility package</a><ul>
-<li class="toctree-l4"><a class="reference internal" href="PyCTBN.PyCTBN.utility.html#submodules">Submodules</a></li>
-<li class="toctree-l4"><a class="reference internal" href="PyCTBN.PyCTBN.utility.html#module-PyCTBN.PyCTBN.utility.abstract_importer">PyCTBN.PyCTBN.utility.abstract_importer module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="PyCTBN.PyCTBN.utility.html#module-PyCTBN.PyCTBN.utility.cache">PyCTBN.PyCTBN.utility.cache module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="PyCTBN.PyCTBN.utility.html#module-PyCTBN.PyCTBN.utility.json_importer">PyCTBN.PyCTBN.utility.json_importer module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="PyCTBN.PyCTBN.utility.html#module-PyCTBN.PyCTBN.utility.sample_importer">PyCTBN.PyCTBN.utility.sample_importer module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="PyCTBN.PyCTBN.utility.html#module-PyCTBN.PyCTBN.utility">Module contents</a></li>
+<li class="toctree-l1"><a class="reference internal" href="PyCTBN.html">PyCTBN package</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="PyCTBN.html#subpackages">Subpackages</a><ul>
+<li class="toctree-l3"><a class="reference internal" href="PyCTBN.PyCTBN.html">PyCTBN.PyCTBN package</a><ul>
+<li class="toctree-l4"><a class="reference internal" href="PyCTBN.PyCTBN.html#subpackages">Subpackages</a></li>
+<li class="toctree-l4"><a class="reference internal" href="PyCTBN.PyCTBN.html#module-PyCTBN.PyCTBN">Module contents</a></li>
 </ul>
 </li>
+<li class="toctree-l3"><a class="reference internal" href="PyCTBN.tests.html">PyCTBN.tests package</a><ul>
+<li class="toctree-l4"><a class="reference internal" href="PyCTBN.tests.html#subpackages">Subpackages</a></li>
+<li class="toctree-l4"><a class="reference internal" href="PyCTBN.tests.html#module-PyCTBN.tests">Module contents</a></li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="PyCTBN.PyCTBN.html#module-PyCTBN.PyCTBN">Module contents</a></li>
 </ul>
 </li>
-<li class="toctree-l1"><a class="reference internal" href="examples.html">Examples</a><ul>
-<li class="toctree-l2"><a class="reference internal" href="examples.html#installation-usage">Installation/Usage</a></li>
-<li class="toctree-l2"><a class="reference internal" href="examples.html#implementing-your-own-data-importer">Implementing your own data importer</a></li>
-<li class="toctree-l2"><a class="reference internal" href="examples.html#parameters-estimation-example">Parameters Estimation Example</a></li>
-<li class="toctree-l2"><a class="reference internal" href="examples.html#structure-estimation-example">Structure Estimation Example</a></li>
+<li class="toctree-l2"><a class="reference internal" href="PyCTBN.html#submodules">Submodules</a></li>
+<li class="toctree-l2"><a class="reference internal" href="PyCTBN.html#pyctbn-basic-main-module">PyCTBN.basic_main module</a></li>
+<li class="toctree-l2"><a class="reference internal" href="PyCTBN.html#pyctbn-setup-module">PyCTBN.setup module</a></li>
+<li class="toctree-l2"><a class="reference internal" href="PyCTBN.html#module-PyCTBN">Module contents</a></li>
 </ul>
 </li>
+<li class="toctree-l1"><a class="reference internal" href="example.html">example module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="setup.html">setup module</a></li>
 </ul>
 </div>
 </section>
@@ -201,6 +174,9 @@
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
         };
+    </script>
+    <script type="text/javascript" src="_static/documentation_options.js">
+
     </script>
     <script type="text/javascript" src="_static/jquery.js">
 
@@ -211,9 +187,6 @@
     <script type="text/javascript" src="_static/doctools.js">
 
     </script>
-    <script type="text/javascript" src="_static/language_data.js">
-
-    </script>
 
   
 
diff --git a/docs/objects.inv b/docs/objects.inv
index 66df86d..bb95ee3 100644
Binary files a/docs/objects.inv and b/docs/objects.inv differ
diff --git a/docs/py-modindex.html b/docs/py-modindex.html
index d729367..d191c8c 100644
--- a/docs/py-modindex.html
+++ b/docs/py-modindex.html
@@ -19,6 +19,10 @@
     <link rel="stylesheet" href="_static/css/pdj.css" type="text/css" />
 
   
+    <link rel="stylesheet" href="_static/pygments.css" type="text/css" />
+  
+    <link rel="stylesheet" href="_static/css/pdj.css" type="text/css" />
+  
 
   
 
@@ -119,11 +123,20 @@
    <h1>Python Module Index</h1>
 
    <div class="modindex-jumpbox">
+   <a href="#cap-e"><strong>e</strong></a> | 
    <a href="#cap-p"><strong>p</strong></a>
    </div>
 
    <table class="indextable modindextable">
      <tr class="pcap"><td></td><td>&#160;</td><td></td></tr>
+     <tr class="cap" id="cap-e"><td></td><td>
+       <strong>e</strong></td><td></td></tr>
+     <tr>
+       <td></td>
+       <td>
+       <a href="example.html#module-example"><code class="xref">example</code></a></td><td>
+       <em></em></td></tr>
+     <tr class="pcap"><td></td><td>&#160;</td><td></td></tr>
      <tr class="cap" id="cap-p"><td></td><td>
        <strong>p</strong></td><td></td></tr>
      <tr>
@@ -202,6 +215,11 @@
        <td>&#160;&#160;&#160;
        <a href="PyCTBN.PyCTBN.structure_graph.html#module-PyCTBN.PyCTBN.structure_graph.conditional_intensity_matrix"><code class="xref">PyCTBN.PyCTBN.structure_graph.conditional_intensity_matrix</code></a></td><td>
        <em></em></td></tr>
+     <tr class="cg-1">
+       <td></td>
+       <td>&#160;&#160;&#160;
+       <a href="PyCTBN.PyCTBN.structure_graph.html#module-PyCTBN.PyCTBN.structure_graph.network_generator"><code class="xref">PyCTBN.PyCTBN.structure_graph.network_generator</code></a></td><td>
+       <em></em></td></tr>
      <tr class="cg-1">
        <td></td>
        <td>&#160;&#160;&#160;
@@ -230,72 +248,67 @@
      <tr class="cg-1">
        <td></td>
        <td>&#160;&#160;&#160;
-       <a href="PyCTBN.PyCTBN.utility.html#module-PyCTBN.PyCTBN.utility"><code class="xref">PyCTBN.PyCTBN.utility</code></a></td><td>
-       <em></em></td></tr>
-     <tr class="cg-1">
-       <td></td>
-       <td>&#160;&#160;&#160;
-       <a href="PyCTBN.PyCTBN.utility.html#module-PyCTBN.PyCTBN.utility.abstract_importer"><code class="xref">PyCTBN.PyCTBN.utility.abstract_importer</code></a></td><td>
+       <a href="PyCTBN.PyCTBN.structure_graph.html#module-PyCTBN.PyCTBN.structure_graph.trajectory_generator"><code class="xref">PyCTBN.PyCTBN.structure_graph.trajectory_generator</code></a></td><td>
        <em></em></td></tr>
      <tr class="cg-1">
        <td></td>
        <td>&#160;&#160;&#160;
-       <a href="PyCTBN.PyCTBN.utility.html#module-PyCTBN.PyCTBN.utility.cache"><code class="xref">PyCTBN.PyCTBN.utility.cache</code></a></td><td>
+       <a href="PyCTBN.PyCTBN.utility.html#module-PyCTBN.PyCTBN.utility"><code class="xref">PyCTBN.PyCTBN.utility</code></a></td><td>
        <em></em></td></tr>
      <tr class="cg-1">
        <td></td>
        <td>&#160;&#160;&#160;
-       <a href="PyCTBN.PyCTBN.utility.html#module-PyCTBN.PyCTBN.utility.json_importer"><code class="xref">PyCTBN.PyCTBN.utility.json_importer</code></a></td><td>
+       <a href="PyCTBN.PyCTBN.utility.html#module-PyCTBN.PyCTBN.utility.abstract_exporter"><code class="xref">PyCTBN.PyCTBN.utility.abstract_exporter</code></a></td><td>
        <em></em></td></tr>
      <tr class="cg-1">
        <td></td>
        <td>&#160;&#160;&#160;
-       <a href="PyCTBN.PyCTBN.utility.html#module-PyCTBN.PyCTBN.utility.sample_importer"><code class="xref">PyCTBN.PyCTBN.utility.sample_importer</code></a></td><td>
+       <a href="PyCTBN.PyCTBN.utility.html#module-PyCTBN.PyCTBN.utility.abstract_importer"><code class="xref">PyCTBN.PyCTBN.utility.abstract_importer</code></a></td><td>
        <em></em></td></tr>
      <tr class="cg-1">
        <td></td>
        <td>&#160;&#160;&#160;
-       <a href="PyCTBN.tests.html#module-PyCTBN.tests"><code class="xref">PyCTBN.tests</code></a></td><td>
+       <a href="PyCTBN.PyCTBN.utility.html#module-PyCTBN.PyCTBN.utility.cache"><code class="xref">PyCTBN.PyCTBN.utility.cache</code></a></td><td>
        <em></em></td></tr>
      <tr class="cg-1">
        <td></td>
        <td>&#160;&#160;&#160;
-       <a href="PyCTBN.tests.estimators.html#module-PyCTBN.tests.estimators"><code class="xref">PyCTBN.tests.estimators</code></a></td><td>
+       <a href="PyCTBN.PyCTBN.utility.html#module-PyCTBN.PyCTBN.utility.json_exporter"><code class="xref">PyCTBN.PyCTBN.utility.json_exporter</code></a></td><td>
        <em></em></td></tr>
      <tr class="cg-1">
        <td></td>
        <td>&#160;&#160;&#160;
-       <a href="PyCTBN.tests.estimators.html#module-PyCTBN.tests.estimators.test_parameters_estimator"><code class="xref">PyCTBN.tests.estimators.test_parameters_estimator</code></a></td><td>
+       <a href="PyCTBN.PyCTBN.utility.html#module-PyCTBN.PyCTBN.utility.json_importer"><code class="xref">PyCTBN.PyCTBN.utility.json_importer</code></a></td><td>
        <em></em></td></tr>
      <tr class="cg-1">
        <td></td>
        <td>&#160;&#160;&#160;
-       <a href="PyCTBN.tests.estimators.html#module-PyCTBN.tests.estimators.test_structure_constraint_based_estimator"><code class="xref">PyCTBN.tests.estimators.test_structure_constraint_based_estimator</code></a></td><td>
+       <a href="PyCTBN.PyCTBN.utility.html#module-PyCTBN.PyCTBN.utility.sample_importer"><code class="xref">PyCTBN.PyCTBN.utility.sample_importer</code></a></td><td>
        <em></em></td></tr>
      <tr class="cg-1">
        <td></td>
        <td>&#160;&#160;&#160;
-       <a href="PyCTBN.tests.estimators.html#module-PyCTBN.tests.estimators.test_structure_estimator"><code class="xref">PyCTBN.tests.estimators.test_structure_estimator</code></a></td><td>
+       <a href="PyCTBN.tests.html#module-PyCTBN.tests"><code class="xref">PyCTBN.tests</code></a></td><td>
        <em></em></td></tr>
      <tr class="cg-1">
        <td></td>
        <td>&#160;&#160;&#160;
-       <a href="PyCTBN.tests.estimators.html#module-PyCTBN.tests.estimators.test_structure_score_based_estimator"><code class="xref">PyCTBN.tests.estimators.test_structure_score_based_estimator</code></a></td><td>
+       <a href="PyCTBN.tests.estimators.html#module-PyCTBN.tests.estimators"><code class="xref">PyCTBN.tests.estimators</code></a></td><td>
        <em></em></td></tr>
      <tr class="cg-1">
        <td></td>
        <td>&#160;&#160;&#160;
-       <a href="PyCTBN.tests.optimizers.html#module-PyCTBN.tests.optimizers"><code class="xref">PyCTBN.tests.optimizers</code></a></td><td>
+       <a href="PyCTBN.tests.estimators.html#module-PyCTBN.tests.estimators.test_parameters_estimator"><code class="xref">PyCTBN.tests.estimators.test_parameters_estimator</code></a></td><td>
        <em></em></td></tr>
      <tr class="cg-1">
        <td></td>
        <td>&#160;&#160;&#160;
-       <a href="PyCTBN.tests.optimizers.html#module-PyCTBN.tests.optimizers.test_hill_climbing_search"><code class="xref">PyCTBN.tests.optimizers.test_hill_climbing_search</code></a></td><td>
+       <a href="PyCTBN.tests.estimators.html#module-PyCTBN.tests.estimators.test_structure_estimator"><code class="xref">PyCTBN.tests.estimators.test_structure_estimator</code></a></td><td>
        <em></em></td></tr>
      <tr class="cg-1">
        <td></td>
        <td>&#160;&#160;&#160;
-       <a href="PyCTBN.tests.optimizers.html#module-PyCTBN.tests.optimizers.test_tabu_search"><code class="xref">PyCTBN.tests.optimizers.test_tabu_search</code></a></td><td>
+       <a href="PyCTBN.tests.optimizers.html#module-PyCTBN.tests.optimizers"><code class="xref">PyCTBN.tests.optimizers</code></a></td><td>
        <em></em></td></tr>
      <tr class="cg-1">
        <td></td>
@@ -382,6 +395,9 @@
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
         };
+    </script>
+    <script type="text/javascript" src="_static/documentation_options.js">
+
     </script>
     <script type="text/javascript" src="_static/jquery.js">
 
@@ -392,9 +408,6 @@
     <script type="text/javascript" src="_static/doctools.js">
 
     </script>
-    <script type="text/javascript" src="_static/language_data.js">
-
-    </script>
 
   
 
diff --git a/docs/search.html b/docs/search.html
index 21fd6c9..32554f6 100644
--- a/docs/search.html
+++ b/docs/search.html
@@ -19,6 +19,10 @@
     <link rel="stylesheet" href="_static/css/pdj.css" type="text/css" />
 
   
+    <link rel="stylesheet" href="_static/pygments.css" type="text/css" />
+  
+    <link rel="stylesheet" href="_static/css/pdj.css" type="text/css" />
+  
 
   
 
@@ -153,6 +157,9 @@
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
         };
+    </script>
+    <script type="text/javascript" src="_static/documentation_options.js">
+
     </script>
     <script type="text/javascript" src="_static/jquery.js">
 
@@ -163,9 +170,6 @@
     <script type="text/javascript" src="_static/doctools.js">
 
     </script>
-    <script type="text/javascript" src="_static/language_data.js">
-
-    </script>
 
   
 
diff --git a/docs/searchindex.js b/docs/searchindex.js
index 22a6a83..f7e966e 100644
--- a/docs/searchindex.js
+++ b/docs/searchindex.js
@@ -1 +1 @@
-Search.setIndex({docnames:["PyCTBN","PyCTBN.PyCTBN","PyCTBN.PyCTBN.estimators","PyCTBN.PyCTBN.optimizers","PyCTBN.PyCTBN.structure_graph","PyCTBN.PyCTBN.utility","PyCTBN.tests","PyCTBN.tests.estimators","PyCTBN.tests.optimizers","PyCTBN.tests.structure_graph","PyCTBN.tests.utility","basic_main","examples","index","modules","setup"],envversion:{"sphinx.domains.c":2,"sphinx.domains.changeset":1,"sphinx.domains.citation":1,"sphinx.domains.cpp":3,"sphinx.domains.index":1,"sphinx.domains.javascript":2,"sphinx.domains.math":2,"sphinx.domains.python":2,"sphinx.domains.rst":2,"sphinx.domains.std":1,sphinx:56},filenames:["PyCTBN.rst","PyCTBN.PyCTBN.rst","PyCTBN.PyCTBN.estimators.rst","PyCTBN.PyCTBN.optimizers.rst","PyCTBN.PyCTBN.structure_graph.rst","PyCTBN.PyCTBN.utility.rst","PyCTBN.tests.rst","PyCTBN.tests.estimators.rst","PyCTBN.tests.optimizers.rst","PyCTBN.tests.structure_graph.rst","PyCTBN.tests.utility.rst","basic_main.rst","examples.rst","index.rst","modules.rst","setup.rst"],objects:{"":{PyCTBN:[0,0,0,"-"]},"PyCTBN.PyCTBN":{estimators:[2,0,0,"-"],optimizers:[3,0,0,"-"],structure_graph:[4,0,0,"-"],utility:[5,0,0,"-"]},"PyCTBN.PyCTBN.estimators":{fam_score_calculator:[2,0,0,"-"],parameters_estimator:[2,0,0,"-"],structure_constraint_based_estimator:[2,0,0,"-"],structure_estimator:[2,0,0,"-"],structure_score_based_estimator:[2,0,0,"-"]},"PyCTBN.PyCTBN.estimators.fam_score_calculator":{FamScoreCalculator:[2,1,1,""]},"PyCTBN.PyCTBN.estimators.fam_score_calculator.FamScoreCalculator":{get_fam_score:[2,2,1,""],marginal_likelihood_q:[2,2,1,""],marginal_likelihood_theta:[2,2,1,""],single_cim_xu_marginal_likelihood_q:[2,2,1,""],single_cim_xu_marginal_likelihood_theta:[2,2,1,""],single_internal_cim_xxu_marginal_likelihood_theta:[2,2,1,""],variable_cim_xu_marginal_likelihood_q:[2,2,1,""],variable_cim_xu_marginal_likelihood_theta:[2,2,1,""]},"PyCTBN.PyCTBN.estimators.parameters_estimator":{ParametersEstimator:[2,1,1,""]},"PyCTBN.PyCTBN.estimators.parameters_estimator.ParametersEstimator":{compute_parameters_for_node:[2,2,1,""],compute_state_res_time_for_node:[2,2,1,""],compute_state_transitions_for_a_node:[2,2,1,""],fast_init:[2,2,1,""]},"PyCTBN.PyCTBN.estimators.structure_constraint_based_estimator":{StructureConstraintBasedEstimator:[2,1,1,""]},"PyCTBN.PyCTBN.estimators.structure_constraint_based_estimator.StructureConstraintBasedEstimator":{complete_test:[2,2,1,""],compute_thumb_value:[2,2,1,""],ctpc_algorithm:[2,2,1,""],estimate_structure:[2,2,1,""],independence_test:[2,2,1,""],one_iteration_of_CTPC_algorithm:[2,2,1,""]},"PyCTBN.PyCTBN.estimators.structure_estimator":{StructureEstimator:[2,1,1,""]},"PyCTBN.PyCTBN.estimators.structure_estimator.StructureEstimator":{adjacency_matrix:[2,2,1,""],build_complete_graph:[2,2,1,""],build_removable_edges_matrix:[2,2,1,""],estimate_structure:[2,2,1,""],generate_possible_sub_sets_of_size:[2,2,1,""],save_plot_estimated_structure_graph:[2,2,1,""],save_results:[2,2,1,""],spurious_edges:[2,2,1,""]},"PyCTBN.PyCTBN.estimators.structure_score_based_estimator":{StructureScoreBasedEstimator:[2,1,1,""]},"PyCTBN.PyCTBN.estimators.structure_score_based_estimator.StructureScoreBasedEstimator":{estimate_parents:[2,2,1,""],estimate_structure:[2,2,1,""],get_score_from_graph:[2,2,1,""]},"PyCTBN.PyCTBN.optimizers":{constraint_based_optimizer:[3,0,0,"-"],hill_climbing_search:[3,0,0,"-"],optimizer:[3,0,0,"-"],tabu_search:[3,0,0,"-"]},"PyCTBN.PyCTBN.optimizers.constraint_based_optimizer":{ConstraintBasedOptimizer:[3,1,1,""]},"PyCTBN.PyCTBN.optimizers.constraint_based_optimizer.ConstraintBasedOptimizer":{optimize_structure:[3,2,1,""]},"PyCTBN.PyCTBN.optimizers.hill_climbing_search":{HillClimbing:[3,1,1,""]},"PyCTBN.PyCTBN.optimizers.hill_climbing_search.HillClimbing":{optimize_structure:[3,2,1,""]},"PyCTBN.PyCTBN.optimizers.optimizer":{Optimizer:[3,1,1,""]},"PyCTBN.PyCTBN.optimizers.optimizer.Optimizer":{optimize_structure:[3,2,1,""]},"PyCTBN.PyCTBN.optimizers.tabu_search":{TabuSearch:[3,1,1,""]},"PyCTBN.PyCTBN.optimizers.tabu_search.TabuSearch":{optimize_structure:[3,2,1,""]},"PyCTBN.PyCTBN.structure_graph":{conditional_intensity_matrix:[4,0,0,"-"],network_graph:[4,0,0,"-"],sample_path:[4,0,0,"-"],set_of_cims:[4,0,0,"-"],structure:[4,0,0,"-"],trajectory:[4,0,0,"-"]},"PyCTBN.PyCTBN.structure_graph.conditional_intensity_matrix":{ConditionalIntensityMatrix:[4,1,1,""]},"PyCTBN.PyCTBN.structure_graph.conditional_intensity_matrix.ConditionalIntensityMatrix":{cim:[4,2,1,""],compute_cim_coefficients:[4,2,1,""],state_residence_times:[4,2,1,""],state_transition_matrix:[4,2,1,""]},"PyCTBN.PyCTBN.structure_graph.network_graph":{NetworkGraph:[4,1,1,""]},"PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph":{add_edges:[4,2,1,""],add_nodes:[4,2,1,""],build_p_comb_structure_for_a_node:[4,2,1,""],build_time_columns_filtering_for_a_node:[4,2,1,""],build_time_scalar_indexing_structure_for_a_node:[4,2,1,""],build_transition_filtering_for_a_node:[4,2,1,""],build_transition_scalar_indexing_structure_for_a_node:[4,2,1,""],clear_indexing_filtering_structures:[4,2,1,""],edges:[4,2,1,""],fast_init:[4,2,1,""],get_node_indx:[4,2,1,""],get_ordered_by_indx_set_of_parents:[4,2,1,""],get_parents_by_id:[4,2,1,""],get_positional_node_indx:[4,2,1,""],get_states_number:[4,2,1,""],has_edge:[4,2,1,""],nodes:[4,2,1,""],nodes_indexes:[4,2,1,""],nodes_values:[4,2,1,""],p_combs:[4,2,1,""],remove_edges:[4,2,1,""],remove_node:[4,2,1,""],time_filtering:[4,2,1,""],time_scalar_indexing_strucure:[4,2,1,""],transition_filtering:[4,2,1,""],transition_scalar_indexing_structure:[4,2,1,""]},"PyCTBN.PyCTBN.structure_graph.sample_path":{SamplePath:[4,1,1,""]},"PyCTBN.PyCTBN.structure_graph.sample_path.SamplePath":{build_structure:[4,2,1,""],build_trajectories:[4,2,1,""],clear_memory:[4,2,1,""],has_prior_net_structure:[4,2,1,""],structure:[4,2,1,""],total_variables_count:[4,2,1,""],trajectories:[4,2,1,""]},"PyCTBN.PyCTBN.structure_graph.set_of_cims":{SetOfCims:[4,1,1,""]},"PyCTBN.PyCTBN.structure_graph.set_of_cims.SetOfCims":{actual_cims:[4,2,1,""],build_cims:[4,2,1,""],build_times_and_transitions_structures:[4,2,1,""],filter_cims_with_mask:[4,2,1,""],get_cims_number:[4,2,1,""],p_combs:[4,2,1,""]},"PyCTBN.PyCTBN.structure_graph.structure":{Structure:[4,1,1,""]},"PyCTBN.PyCTBN.structure_graph.structure.Structure":{add_edge:[4,2,1,""],clean_structure_edges:[4,2,1,""],contains_edge:[4,2,1,""],edges:[4,2,1,""],get_node_id:[4,2,1,""],get_node_indx:[4,2,1,""],get_positional_node_indx:[4,2,1,""],get_states_number:[4,2,1,""],nodes_indexes:[4,2,1,""],nodes_labels:[4,2,1,""],nodes_values:[4,2,1,""],remove_edge:[4,2,1,""],remove_node:[4,2,1,""],total_variables_number:[4,2,1,""]},"PyCTBN.PyCTBN.structure_graph.trajectory":{Trajectory:[4,1,1,""]},"PyCTBN.PyCTBN.structure_graph.trajectory.Trajectory":{complete_trajectory:[4,2,1,""],size:[4,2,1,""],times:[4,2,1,""],trajectory:[4,2,1,""]},"PyCTBN.PyCTBN.utility":{abstract_importer:[5,0,0,"-"],cache:[5,0,0,"-"],json_importer:[5,0,0,"-"],sample_importer:[5,0,0,"-"]},"PyCTBN.PyCTBN.utility.abstract_importer":{AbstractImporter:[5,1,1,""]},"PyCTBN.PyCTBN.utility.abstract_importer.AbstractImporter":{build_list_of_samples_array:[5,2,1,""],build_sorter:[5,2,1,""],clear_concatenated_frame:[5,2,1,""],compute_row_delta_in_all_samples_frames:[5,2,1,""],compute_row_delta_sigle_samples_frame:[5,2,1,""],concatenated_samples:[5,2,1,""],dataset_id:[5,2,1,""],file_path:[5,2,1,""],sorter:[5,2,1,""],structure:[5,2,1,""],variables:[5,2,1,""]},"PyCTBN.PyCTBN.utility.cache":{Cache:[5,1,1,""]},"PyCTBN.PyCTBN.utility.cache.Cache":{clear:[5,2,1,""],find:[5,2,1,""],put:[5,2,1,""]},"PyCTBN.PyCTBN.utility.json_importer":{JsonImporter:[5,1,1,""]},"PyCTBN.PyCTBN.utility.json_importer.JsonImporter":{build_sorter:[5,2,1,""],clear_data_frame_list:[5,2,1,""],dataset_id:[5,2,1,""],import_data:[5,2,1,""],import_sampled_cims:[5,2,1,""],import_structure:[5,2,1,""],import_trajectories:[5,2,1,""],import_variables:[5,2,1,""],normalize_trajectories:[5,2,1,""],one_level_normalizing:[5,2,1,""],read_json_file:[5,2,1,""]},"PyCTBN.PyCTBN.utility.sample_importer":{SampleImporter:[5,1,1,""]},"PyCTBN.PyCTBN.utility.sample_importer.SampleImporter":{build_sorter:[5,2,1,""],dataset_id:[5,2,1,""],import_data:[5,2,1,""]},"PyCTBN.tests":{estimators:[7,0,0,"-"],optimizers:[8,0,0,"-"],structure_graph:[9,0,0,"-"],utility:[10,0,0,"-"]},"PyCTBN.tests.estimators":{test_parameters_estimator:[7,0,0,"-"],test_structure_constraint_based_estimator:[7,0,0,"-"],test_structure_estimator:[7,0,0,"-"],test_structure_score_based_estimator:[7,0,0,"-"]},"PyCTBN.tests.estimators.test_parameters_estimator":{TestParametersEstimatior:[7,1,1,""]},"PyCTBN.tests.estimators.test_parameters_estimator.TestParametersEstimatior":{aux_import_sampled_cims:[7,2,1,""],cim_equality_test:[7,2,1,""],equality_of_cims_of_node:[7,2,1,""],setUpClass:[7,2,1,""],test_compute_parameters_for_node:[7,2,1,""],test_fast_init:[7,2,1,""]},"PyCTBN.tests.estimators.test_structure_constraint_based_estimator":{TestStructureConstraintBasedEstimator:[7,1,1,""]},"PyCTBN.tests.estimators.test_structure_constraint_based_estimator.TestStructureConstraintBasedEstimator":{setUpClass:[7,2,1,""],test_structure_1:[7,2,1,""],test_structure_2:[7,2,1,""],test_structure_3:[7,2,1,""]},"PyCTBN.tests.estimators.test_structure_estimator":{TestStructureEstimator:[7,1,1,""]},"PyCTBN.tests.estimators.test_structure_estimator.TestStructureEstimator":{setUpClass:[7,2,1,""],test_adjacency_matrix:[7,2,1,""],test_build_complete_graph:[7,2,1,""],test_build_removable_edges_matrix:[7,2,1,""],test_generate_possible_sub_sets_of_size:[7,2,1,""],test_init:[7,2,1,""],test_save_plot_estimated_graph:[7,2,1,""],test_save_results:[7,2,1,""],test_time:[7,2,1,""]},"PyCTBN.tests.estimators.test_structure_score_based_estimator":{TestStructureScoreBasedEstimator:[7,1,1,""]},"PyCTBN.tests.estimators.test_structure_score_based_estimator.TestStructureScoreBasedEstimator":{setUpClass:[7,2,1,""],test_structure_1:[7,2,1,""],test_structure_2:[7,2,1,""],test_structure_3:[7,2,1,""],test_structure_monoprocesso:[7,2,1,""]},"PyCTBN.tests.optimizers":{test_hill_climbing_search:[8,0,0,"-"],test_tabu_search:[8,0,0,"-"]},"PyCTBN.tests.optimizers.test_hill_climbing_search":{TestHillClimbingSearch:[8,1,1,""]},"PyCTBN.tests.optimizers.test_hill_climbing_search.TestHillClimbingSearch":{setUpClass:[8,2,1,""],test_structure:[8,2,1,""],test_structure_3:[8,2,1,""]},"PyCTBN.tests.optimizers.test_tabu_search":{TestTabuSearch:[8,1,1,""]},"PyCTBN.tests.optimizers.test_tabu_search.TestTabuSearch":{setUpClass:[8,2,1,""],test_structure:[8,2,1,""],test_structure_3:[8,2,1,""]},"PyCTBN.tests.structure_graph":{test_cim:[9,0,0,"-"],test_networkgraph:[9,0,0,"-"],test_sample_path:[9,0,0,"-"],test_setofcims:[9,0,0,"-"],test_structure:[9,0,0,"-"],test_trajectory:[9,0,0,"-"]},"PyCTBN.tests.structure_graph.test_cim":{TestConditionalIntensityMatrix:[9,1,1,""]},"PyCTBN.tests.structure_graph.test_cim.TestConditionalIntensityMatrix":{setUpClass:[9,2,1,""],test_compute_cim_coefficients:[9,2,1,""],test_init:[9,2,1,""],test_repr:[9,2,1,""]},"PyCTBN.tests.structure_graph.test_networkgraph":{TestNetworkGraph:[9,1,1,""]},"PyCTBN.tests.structure_graph.test_networkgraph.TestNetworkGraph":{aux_build_p_combs_structure:[9,2,1,""],aux_build_time_columns_filtering_structure_for_a_node:[9,2,1,""],aux_build_time_scalar_indexing_structure_for_a_node:[9,2,1,""],aux_build_transition_columns_filtering_structure:[9,2,1,""],aux_build_transition_scalar_indexing_structure_for_a_node:[9,2,1,""],setUpClass:[9,2,1,""],test_add_edges:[9,2,1,""],test_add_nodes:[9,2,1,""],test_build_p_combs_structure:[9,2,1,""],test_build_time_columns_filtering_structure_for_a_node:[9,2,1,""],test_build_time_scalar_indexing_structure_for_a_node:[9,2,1,""],test_build_transition_columns_filtering_structure:[9,2,1,""],test_build_transition_scalar_indexing_structure_for_a_node:[9,2,1,""],test_fast_init:[9,2,1,""],test_get_node_indx:[9,2,1,""],test_get_ordered_by_indx_set_of_parents:[9,2,1,""],test_get_parents_by_id:[9,2,1,""],test_get_states_number:[9,2,1,""],test_init:[9,2,1,""]},"PyCTBN.tests.structure_graph.test_sample_path":{TestSamplePath:[9,1,1,""]},"PyCTBN.tests.structure_graph.test_sample_path.TestSamplePath":{setUpClass:[9,2,1,""],test_buid_samplepath_no_concatenated_samples:[9,2,1,""],test_buid_samplepath_no_variables:[9,2,1,""],test_build_saplepath_no_prior_net_structure:[9,2,1,""],test_build_structure:[9,2,1,""],test_build_structure_bad_sorter:[9,2,1,""],test_build_trajectories:[9,2,1,""],test_init:[9,2,1,""],test_init_not_filled_dataframse:[9,2,1,""],test_init_not_initialized_importer:[9,2,1,""]},"PyCTBN.tests.structure_graph.test_setofcims":{TestSetOfCims:[9,1,1,""]},"PyCTBN.tests.structure_graph.test_setofcims.TestSetOfCims":{another_filtering_method:[9,2,1,""],aux_test_build_cims:[9,2,1,""],aux_test_init:[9,2,1,""],build_p_comb_structure_for_a_node:[9,2,1,""],setUpClass:[9,2,1,""],test_build_cims:[9,2,1,""],test_filter_cims_with_mask:[9,2,1,""],test_init:[9,2,1,""]},"PyCTBN.tests.structure_graph.test_structure":{TestStructure:[9,1,1,""]},"PyCTBN.tests.structure_graph.test_structure.TestStructure":{setUpClass:[9,2,1,""],test_edges_operations:[9,2,1,""],test_equality:[9,2,1,""],test_get_node_id:[9,2,1,""],test_get_node_indx:[9,2,1,""],test_get_positional_node_indx:[9,2,1,""],test_get_states_number:[9,2,1,""],test_init:[9,2,1,""],test_repr:[9,2,1,""]},"PyCTBN.tests.structure_graph.test_trajectory":{TestTrajectory:[9,1,1,""]},"PyCTBN.tests.structure_graph.test_trajectory.TestTrajectory":{setUpClass:[9,2,1,""],test_init:[9,2,1,""]},"PyCTBN.tests.utility":{test_cache:[10,0,0,"-"],test_json_importer:[10,0,0,"-"],test_sample_importer:[10,0,0,"-"]},"PyCTBN.tests.utility.test_cache":{TestCache:[10,1,1,""]},"PyCTBN.tests.utility.test_cache.TestCache":{test_clear:[10,2,1,""],test_find:[10,2,1,""],test_init:[10,2,1,""],test_put:[10,2,1,""]},"PyCTBN.tests.utility.test_json_importer":{TestJsonImporter:[10,1,1,""]},"PyCTBN.tests.utility.test_json_importer.TestJsonImporter":{ordered:[10,2,1,""],setUpClass:[10,2,1,""],test_build_sorter:[10,2,1,""],test_clear_concatenated_frame:[10,2,1,""],test_clear_data_frame_list:[10,2,1,""],test_compute_row_delta_in_all_frames:[10,2,1,""],test_compute_row_delta_in_all_frames_not_init_sorter:[10,2,1,""],test_compute_row_delta_single_samples_frame:[10,2,1,""],test_dataset_id:[10,2,1,""],test_file_path:[10,2,1,""],test_import_data:[10,2,1,""],test_import_sampled_cims:[10,2,1,""],test_import_structure:[10,2,1,""],test_import_variables:[10,2,1,""],test_init:[10,2,1,""],test_normalize_trajectories:[10,2,1,""],test_normalize_trajectories_wrong_indx:[10,2,1,""],test_normalize_trajectories_wrong_key:[10,2,1,""],test_read_json_file_found:[10,2,1,""],test_read_json_file_not_found:[10,2,1,""]},"PyCTBN.tests.utility.test_sample_importer":{TestSampleImporter:[10,1,1,""]},"PyCTBN.tests.utility.test_sample_importer.TestSampleImporter":{ordered:[10,2,1,""],setUpClass:[10,2,1,""],test_init:[10,2,1,""],test_order:[10,2,1,""]},PyCTBN:{PyCTBN:[1,0,0,"-"],tests:[6,0,0,"-"]}},objnames:{"0":["py","module","Python module"],"1":["py","class","Python class"],"2":["py","method","Python method"]},objtypes:{"0":"py:module","1":"py:class","2":"py:method"},terms:{"abstract":[2,3,4,5,12],"boolean":[2,4],"case":[7,8,9,10],"class":[2,3,4,5,7,8,9,10,12],"default":[2,3,5],"float":2,"function":2,"import":[4,5,13,14],"int":[2,3,4,5],"null":2,"return":[2,3,4,5,9,12],"static":[2,4],"super":12,"true":[2,12],"var":12,HAS:5,Has:[2,4],NOT:2,The:[2,4,5,12],Use:[2,12],__actual_cach:5,__init__:12,__list_of_sets_of_par:5,_actual_cim:4,_actual_trajectori:4,_aggregated_info_about_nodes_par:4,_array_indx:5,_cach:2,_cim:4,_complete_graph:2,_df_samples_list:[5,12],_df_structur:5,_df_variabl:[5,12],_file_path:12,_graph:[4,12],_import:4,_net_graph:2,_node:2,_node_id:4,_nodes_indx:2,_nodes_v:2,_p_combs_structur:4,_raw_data:5,_sample_path:2,_single_set_of_cim:2,_sorter:[5,12],_state_residence_tim:4,_structur:4,_structure_label:5,_time:4,_time_filt:4,_time_scalar_indexing_structur:4,_total_variables_count:4,_total_variables_numb:4,_trajectori:4,_transition_filt:4,_transition_matric:4,_transition_scalar_indexing_structur:4,_variables_label:5,abc:[3,5],about:[3,4],abstract_import:[0,1,4,13,14],abstractimport:[4,5,12],act:5,actual:[2,4],actual_cim:[4,12],add:[4,5],add_edg:4,add_nod:4,added:2,addit:2,adjac:[2,12],adjacency_matrix:[2,12],after:5,against:2,aggreg:4,algorithm:[2,3,12],all:[2,3,4,5,9,12],alpha_xu:2,alpha_xxu:2,alreadi:[5,12],also:[2,4],ani:[2,3],anoth:4,another_filtering_method:9,approach:2,arc:5,arrai:[2,4,5,12],assign:2,assum:2,automat:2,aux_build_p_combs_structur:9,aux_build_time_columns_filtering_structure_for_a_nod:9,aux_build_time_scalar_indexing_structure_for_a_nod:9,aux_build_transition_columns_filtering_structur:9,aux_build_transition_scalar_indexing_structure_for_a_nod:9,aux_import_sampled_cim:7,aux_test_build_cim:9,aux_test_init:9,axi:12,base:[2,3,4,5,7,8,9,10],bayesian:2,befor:[2,3,7,8,9,10],belong:2,best:2,between:5,bool:[2,4],both:[2,5],bound:4,build:[2,4,5,9,12],build_cim:4,build_complete_graph:2,build_list_of_samples_arrai:5,build_p_comb_structure_for_a_nod:[4,9],build_removable_edges_matrix:2,build_sort:[5,12],build_structur:[4,12],build_time_columns_filtering_for_a_nod:4,build_time_scalar_indexing_structure_for_a_nod:4,build_times_and_transitions_structur:4,build_trajectori:[4,12],build_transition_filtering_for_a_nod:4,build_transition_scalar_indexing_structure_for_a_nod:4,built:2,cach:[0,1,2,13,14],calcul:2,call:[5,12],cardin:[2,4,5,9],cardinalit:[4,5],caridin:4,caridinalit:4,chang:[4,5],check:4,chi:2,chi_test:2,chi_test_alfa:2,child:[2,3],child_indx:2,child_states_numb:2,child_val:2,cim1:[2,7],cim2:[2,7],cim:[2,4,5,12],cim_equality_test:7,cims_kei:5,cims_label:7,classmethod:[7,8,9,10],clean_structure_edg:4,clear:[4,5],clear_concatenated_fram:5,clear_data_frame_list:5,clear_indexing_filtering_structur:4,clear_memori:4,climb:[2,3],coeffici:4,col:4,cols_filt:2,column:[2,4,5,12],columns_head:5,comb:4,combin:[4,5,9],combinatori:[4,9],common:2,complet:[2,4,5],complete_test:2,complete_trajectori:4,comput:[2,3,4,5,12],compute_cim_coeffici:4,compute_parameters_for_nod:[2,12],compute_row_delta_in_all_samples_fram:[5,12],compute_row_delta_sigle_samples_fram:5,compute_state_res_time_for_nod:2,compute_state_transitions_for_a_nod:2,compute_thumb_valu:2,concatanated_sampl:5,concaten:[4,5],concatenated_sampl:5,condit:4,conditional_intensity_matrix:[0,1,2,13,14],conditionalintensitymatrix:[2,4],consid:[2,4],constraint:2,constraint_based_optim:[0,1,13,14],constraintbasedoptim:3,construct:[4,5,12],conta:5,contain:[2,4,5,9],contains_edg:4,content:[13,14],convert:[2,5],copi:5,core:5,correct:[4,5],could:2,count:4,creat:[2,4,12],csv:12,csvimport:12,ctbn:2,ctpc:[2,3,12],ctpc_algorithm:[2,12],current:[2,3,5],cut:5,dafram:5,data:[2,3,4,5,13,14],datafram:[4,5,12],dataset:[3,4,5],dataset_id:[5,12],datfram:5,def:12,defin:5,definit:5,defualt:2,delta:[2,4,5],demonstr:12,describ:5,desir:[2,4],df_samples_list:5,dict:[5,12],dictionari:5,differ:5,differt:2,digraph:2,dimens:4,dir:12,direct:[2,4],directli:5,disabl:[2,3],disable_multiprocess:2,distribuit:2,doc:5,doubl:4,download:12,drop:12,duplic:4,dyn:12,each:[2,3,5],edg:[2,4,5,12],edges_list:4,end:5,entir:2,equal:4,equality_of_cims_of_nod:7,est:12,estim:[0,1,3,4,6,13,14],estimate_par:2,estimate_structur:2,estimated_cim:7,everi:[4,5],exam:12,exampl:[5,13,14],exclud:2,exctract:5,exist:5,exp_test_alfa:2,exponenti:2,expos:5,extend:12,extens:[2,5],extract:[4,5],fals:2,fam_score_calcul:[0,1,13,14],famscor:2,famscorecalcul:2,fast_init:[2,4,12],file:[2,5,12],file_path:[2,5,12],filepath:5,fill:[2,12],filter:[2,4],filter_cims_with_mask:4,find:[2,5],first:[2,12],fixtur:[7,8,9,10],follow:[4,5],form:4,format:12,formula:2,found:5,frame:5,from:[4,5,12],from_nod:5,gener:2,generate_possible_sub_sets_of_s:2,get:[2,5],get_cims_numb:4,get_fam_scor:2,get_node_id:4,get_node_indx:4,get_ordered_by_indx_set_of_par:4,get_parents_by_id:4,get_positional_node_indx:4,get_score_from_graph:2,get_states_numb:4,given:[2,4,5],glob:12,graph:[2,4,9,12],graph_struct:4,graphic:2,grid:[4,9],grpah:12,has:[5,12],has_edg:4,has_prior_net_structur:4,have:5,header:5,header_column:5,hill:[2,3],hill_climbing_search:[0,1,13,14],hillclimb:3,hold:[2,4],hook:[7,8,9,10],how:5,hyperparamet:2,hypothesi:2,identifi:[2,4,5],iff:2,implement:[3,5,13,14],import_data:[5,12],import_sampled_cim:5,import_structur:5,import_trajectori:5,import_vari:[5,12],improv:[2,3],includ:2,independ:2,independence_test:2,index:[2,4,5,12,13],indic:[2,4],indx:5,info:[4,12],inform:[3,4],init:12,initi:[2,4,5,12],inplac:12,insid:12,instal:[13,14],interest:4,interfac:3,intes:4,iter:[2,3],iterations_numb:[2,3],its:[2,3],join:12,json:[2,5,12],json_import:[0,1,13,14],jsonarrai:5,jsonimport:[5,12],keep:[2,3,5],kei:5,kind:2,knowledg:2,known:2,known_edg:2,label:[2,3,4,5],latest:12,lenght:[2,3],level:[2,5],likelihood:2,list:[2,3,4,5,12],list_of_column:4,list_of_edg:4,list_of_nod:4,load:5,loop:2,m_xu_suff_stat:2,m_xxu_suff_stat:2,main:12,margin:2,marginal_likelihood_q:2,marginal_likelihood_theta:2,mask:[4,9],mask_arr:4,matric:[2,4],matrix:[2,4,5,9,12],max_par:[2,3],maximum:[2,3],member:[4,5],mention:4,merg:5,method:[2,5,7,8,9,10],methodnam:[7,8,9,10],model:2,modul:[13,14],multipl:5,multiprocess:2,name:[2,4,5,12],ndarrai:[2,4,5],necessari:[2,4,5],nest:5,net:[2,3,4,5,12],net_graph:2,network:[2,4,5],network_graph:[0,1,2,13,14],networkgraph:[2,4,12],networkx:2,node:[2,3,4,5,9,12],node_id:[2,3,4,9],node_index:4,node_indx:[2,4],node_st:[4,9],node_states_numb:[4,9],nodes_index:4,nodes_indexes_arr:4,nodes_label:4,nodes_labels_list:4,nodes_numb:4,nodes_vals_arr:4,nodes_valu:[4,12],none:[2,3,4,5,7,9,10,12],normal:5,normalize_trajectori:5,number:[2,3,4],numpi:[2,4,5,9],obj:[10,12],object:[2,3,4,5,12],one:[4,5],one_iteration_of_ctpc_algorithm:2,one_level_norm:5,onli:5,oper:2,optim:[0,1,2,6,13,14],optimize_structur:3,option:[2,3],order:[2,5,10],origin:5,original_cols_numb:4,otherwis:[2,5],out:5,outer:[5,12],over:2,own:[13,14],p_comb:[4,9],p_indx:[4,9],p_val:9,p_valu:9,packag:[13,14],page:13,panda:[5,12],param:4,paramet:[2,3,4,5,9,13,14],parameters_estim:[0,1,13,14],parametersestim:[2,12],parent:[2,3,4,5],parent_indx:2,parent_label:2,parent_set:2,parent_set_v:2,parent_v:2,parent_valu:9,parents_cardin:4,parents_comb:5,parents_index:4,parents_indx:9,parents_label:[4,9],parents_states_numb:[4,9],parents_v:[4,9],parents_valu:[4,9],part:2,particular:[2,5],pass:12,path:[2,5,12],patienc:[2,3],peest:12,perform:2,pip:12,place:5,plot:2,png:2,posit:[4,5],possibl:[2,4],predict:3,prepar:5,present:[2,5],print:12,prior:[2,12],prior_net_structur:5,process:[2,3,4,5],processes_numb:2,properli:5,properti:[4,5],put:5,pyctbn:12,q_xx:4,rappres:4,raw:5,raw_data:5,read:[5,12],read_csv:12,read_csv_fil:12,read_fil:12,read_json_fil:5,real:[2,4,5,12],refer:[4,5],reject:2,rel:4,relat:5,releas:12,remain:5,remov:[2,4,5],remove_edg:4,remove_nod:4,repres:4,represent:2,res:4,resid:[2,4],result:[2,5,12],rtype:4,rule:[2,3],run:[7,8,9,10],runtest:[7,8,9,10],same:5,sampl:[4,5,12],sample_fram:[5,12],sample_import:[0,1,13,14],sample_path:[0,1,2,13,14],sampled_cim:7,sampleimport:5,samplepath:[2,4,12],samples_label:5,save:[2,12],save_plot_estimated_structure_graph:2,save_result:[2,12],scalar_index:2,scalar_indexes_struct:2,score:2,se1:12,search:[2,3,13],second:2,see:5,select:12,self:[2,5,12],sep:2,sep_set:2,set:[2,4,5,7,8,9,10],set_of_cim:[0,1,2,5,13,14],setofcim:[2,4,5,12],setupclass:[7,8,9,10],shift:[4,5],shifted_cols_head:5,show:2,signific:2,simbol:5,simpl:12,simpli:12,sinc:4,single_cim_xu_marginal_likelihood_q:2,single_cim_xu_marginal_likelihood_theta:2,single_internal_cim_xxu_marginal_likelihood_theta:2,size:[2,4],socim:5,sofc1:12,sorter:5,specif:[2,4,12],spuriou:2,spurious_edg:2,start:5,state:[2,4],state_res_tim:4,state_residence_tim:4,state_transition_matrix:4,statist:2,stop:[2,3],str:[2,3,4,5,12],string:[2,3,4,5],structur:[0,1,2,3,5,9,13,14],structure_constraint_based_estim:[0,1,13,14],structure_estim:[0,1,3,13,14],structure_estimation_exampl:12,structure_graph:[0,1,2,5,6,13,14],structure_label:5,structure_score_based_estim:[0,1,13,14],structureconstraintbasedestim:2,structureestim:[2,3,12],structurescorebasedestim:2,structut:4,style:2,submodul:[1,6,13,14],subpackag:[13,14],subset:2,suffici:2,suffuci:2,symbol:[4,5],synthet:5,t_xu_suff_stat:2,tabu:[2,3],tabu_length:[2,3],tabu_rules_dur:[2,3],tabu_search:[0,1,13,14],tabusearch:3,take:12,tar:12,task:[2,4],tau_xu:2,ternari:12,test:2,test_add_edg:9,test_add_nod:9,test_adjacency_matrix:7,test_buid_samplepath_no_concatenated_sampl:9,test_buid_samplepath_no_vari:9,test_build_cim:9,test_build_complete_graph:7,test_build_p_combs_structur:9,test_build_removable_edges_matrix:7,test_build_saplepath_no_prior_net_structur:9,test_build_sort:10,test_build_structur:9,test_build_structure_bad_sort:9,test_build_time_columns_filtering_structure_for_a_nod:9,test_build_time_scalar_indexing_structure_for_a_nod:9,test_build_trajectori:9,test_build_transition_columns_filtering_structur:9,test_build_transition_scalar_indexing_structure_for_a_nod:9,test_cach:6,test_child:2,test_cim:6,test_clear:10,test_clear_concatenated_fram:10,test_clear_data_frame_list:10,test_compute_cim_coeffici:9,test_compute_parameters_for_nod:7,test_compute_row_delta_in_all_fram:10,test_compute_row_delta_in_all_frames_not_init_sort:10,test_compute_row_delta_single_samples_fram:10,test_dataset_id:10,test_edges_oper:9,test_equ:9,test_fast_init:[7,9],test_file_path:10,test_filter_cims_with_mask:9,test_find:10,test_generate_possible_sub_sets_of_s:7,test_get_node_id:9,test_get_node_indx:9,test_get_ordered_by_indx_set_of_par:9,test_get_parents_by_id:9,test_get_positional_node_indx:9,test_get_states_numb:9,test_hill_climbing_search:6,test_import_data:10,test_import_sampled_cim:10,test_import_structur:10,test_import_vari:10,test_init:[7,9,10],test_init_not_filled_dataframs:9,test_init_not_initialized_import:9,test_json_import:6,test_networkgraph:6,test_normalize_trajectori:10,test_normalize_trajectories_wrong_indx:10,test_normalize_trajectories_wrong_kei:10,test_ord:10,test_par:2,test_parameters_estim:6,test_put:10,test_read_json_file_found:10,test_read_json_file_not_found:10,test_repr:9,test_sample_import:6,test_sample_path:6,test_save_plot_estimated_graph:7,test_save_result:7,test_setofcim:6,test_structur:[6,8],test_structure_1:7,test_structure_2:7,test_structure_3:[7,8],test_structure_constraint_based_estim:6,test_structure_estim:6,test_structure_monoprocesso:7,test_structure_score_based_estim:6,test_tabu_search:6,test_tim:7,test_trajectori:6,testcach:10,testcas:[7,8,9,10],testconditionalintensitymatrix:9,testhillclimbingsearch:8,testjsonimport:10,testnetworkgraph:9,testparametersestimatior:7,testsampleimport:10,testsamplepath:9,testsetofcim:9,teststructur:9,teststructureconstraintbasedestim:7,teststructureestim:7,teststructurescorebasedestim:7,testtabusearch:8,testtrajectori:9,tha:5,theta:2,thi:[2,4,5,12],three:12,threshold:2,thumb:2,thumb_threshold:2,thumb_valu:2,time:[2,4,5,12],time_filt:4,time_kei:5,time_scalar_indexing_strucur:4,timestamp:5,to_nod:5,tot_vars_count:[2,3],total:[2,4],total_variables_count:4,total_variables_numb:4,traj:5,trajecory_head:5,trajectori:[0,1,2,5,12,13,14],trajectories_kei:5,trajectory_list:5,trajectri:12,transit:[2,4,5],transition_filt:4,transition_matric:4,transition_scalar_indexing_structur:4,tri:5,tupl:4,tutori:5,two:2,type:[2,3,4,5,12],union:5,uniqu:5,unittest:[7,8,9,10],unus:4,usag:[13,14],use:[2,12],used:[2,3,4,5],using:[2,3,4,5],util:[0,1,4,6,13,14],valid:2,valu:[2,3,4,5,9,12],values_list:12,var_id:2,variabl:[2,3,4,5,12],variable_cardin:5,variable_cim_xu_marginal_likelihood_q:2,variable_cim_xu_marginal_likelihood_theta:2,variable_label:5,variables_kei:5,variables_label:5,vector:[2,4],want:12,when:2,where:5,which:[2,3,4,5],whl:12,who:2,without:[2,3],you:[2,5,12],your:[13,14]},titles:["PyCTBN package","PyCTBN.PyCTBN package","PyCTBN.PyCTBN.estimators package","PyCTBN.PyCTBN.optimizers package","PyCTBN.PyCTBN.structure_graph package","PyCTBN.PyCTBN.utility package","PyCTBN.tests package","PyCTBN.tests.estimators package","PyCTBN.tests.optimizers package","PyCTBN.tests.structure_graph package","PyCTBN.tests.utility package","basic_main module","Examples","Welcome to PyCTBN\u2019s documentation!","PyCTBN","setup module"],titleterms:{"import":12,abstract_import:5,basic_main:11,cach:5,conditional_intensity_matrix:4,constraint_based_optim:3,content:[0,1,2,3,4,5,6,7,8,9,10],data:12,document:13,estim:[2,7,12],exampl:12,fam_score_calcul:2,hill_climbing_search:3,implement:12,indic:13,instal:12,json_import:5,modul:[0,1,2,3,4,5,6,7,8,9,10,11,15],network_graph:4,optim:[3,8],own:12,packag:[0,1,2,3,4,5,6,7,8,9,10],paramet:12,parameters_estim:2,pyctbn:[0,1,2,3,4,5,6,7,8,9,10,13,14],sample_import:5,sample_path:4,set_of_cim:4,setup:15,structur:[4,12],structure_constraint_based_estim:2,structure_estim:2,structure_graph:[4,9],structure_score_based_estim:2,submodul:[0,2,3,4,5,7,8,9,10],subpackag:[0,1,6],tabl:13,tabu_search:3,test:[6,7,8,9,10],test_cach:10,test_cim:9,test_hill_climbing_search:8,test_json_import:10,test_networkgraph:9,test_parameters_estim:7,test_sample_import:10,test_sample_path:9,test_setofcim:9,test_structur:9,test_structure_constraint_based_estim:7,test_structure_estim:7,test_structure_score_based_estim:7,test_tabu_search:8,test_trajectori:9,trajectori:4,usag:12,util:[5,10],welcom:13,your:12}})
\ No newline at end of file
+Search.setIndex({docnames:["PyCTBN","PyCTBN.PyCTBN","PyCTBN.PyCTBN.estimators","PyCTBN.PyCTBN.optimizers","PyCTBN.PyCTBN.structure_graph","PyCTBN.PyCTBN.utility","PyCTBN.tests","PyCTBN.tests.estimators","PyCTBN.tests.optimizers","PyCTBN.tests.structure_graph","PyCTBN.tests.utility","basic_main","examples","index","modules","setup"],envversion:{"sphinx.domains.c":2,"sphinx.domains.changeset":1,"sphinx.domains.citation":1,"sphinx.domains.cpp":3,"sphinx.domains.index":1,"sphinx.domains.javascript":2,"sphinx.domains.math":2,"sphinx.domains.python":2,"sphinx.domains.rst":2,"sphinx.domains.std":1,sphinx:56},filenames:["PyCTBN.rst","PyCTBN.PyCTBN.rst","PyCTBN.PyCTBN.estimators.rst","PyCTBN.PyCTBN.optimizers.rst","PyCTBN.PyCTBN.structure_graph.rst","PyCTBN.PyCTBN.utility.rst","PyCTBN.tests.rst","PyCTBN.tests.estimators.rst","PyCTBN.tests.optimizers.rst","PyCTBN.tests.structure_graph.rst","PyCTBN.tests.utility.rst","basic_main.rst","examples.rst","index.rst","modules.rst","setup.rst"],objects:{"":{PyCTBN:[0,0,0,"-"]},"PyCTBN.PyCTBN":{estimators:[2,0,0,"-"],optimizers:[3,0,0,"-"],structure_graph:[4,0,0,"-"],utility:[5,0,0,"-"]},"PyCTBN.PyCTBN.estimators":{fam_score_calculator:[2,0,0,"-"],parameters_estimator:[2,0,0,"-"],structure_constraint_based_estimator:[2,0,0,"-"],structure_estimator:[2,0,0,"-"],structure_score_based_estimator:[2,0,0,"-"]},"PyCTBN.PyCTBN.estimators.fam_score_calculator":{FamScoreCalculator:[2,1,1,""]},"PyCTBN.PyCTBN.estimators.fam_score_calculator.FamScoreCalculator":{get_fam_score:[2,2,1,""],marginal_likelihood_q:[2,2,1,""],marginal_likelihood_theta:[2,2,1,""],single_cim_xu_marginal_likelihood_q:[2,2,1,""],single_cim_xu_marginal_likelihood_theta:[2,2,1,""],single_internal_cim_xxu_marginal_likelihood_theta:[2,2,1,""],variable_cim_xu_marginal_likelihood_q:[2,2,1,""],variable_cim_xu_marginal_likelihood_theta:[2,2,1,""]},"PyCTBN.PyCTBN.estimators.parameters_estimator":{ParametersEstimator:[2,1,1,""]},"PyCTBN.PyCTBN.estimators.parameters_estimator.ParametersEstimator":{compute_parameters_for_node:[2,2,1,""],compute_state_res_time_for_node:[2,2,1,""],compute_state_transitions_for_a_node:[2,2,1,""],fast_init:[2,2,1,""]},"PyCTBN.PyCTBN.estimators.structure_constraint_based_estimator":{StructureConstraintBasedEstimator:[2,1,1,""]},"PyCTBN.PyCTBN.estimators.structure_constraint_based_estimator.StructureConstraintBasedEstimator":{complete_test:[2,2,1,""],compute_thumb_value:[2,2,1,""],ctpc_algorithm:[2,2,1,""],estimate_structure:[2,2,1,""],independence_test:[2,2,1,""],one_iteration_of_CTPC_algorithm:[2,2,1,""]},"PyCTBN.PyCTBN.estimators.structure_estimator":{StructureEstimator:[2,1,1,""]},"PyCTBN.PyCTBN.estimators.structure_estimator.StructureEstimator":{adjacency_matrix:[2,2,1,""],build_complete_graph:[2,2,1,""],build_removable_edges_matrix:[2,2,1,""],estimate_structure:[2,2,1,""],generate_possible_sub_sets_of_size:[2,2,1,""],save_plot_estimated_structure_graph:[2,2,1,""],save_results:[2,2,1,""],spurious_edges:[2,2,1,""]},"PyCTBN.PyCTBN.estimators.structure_score_based_estimator":{StructureScoreBasedEstimator:[2,1,1,""]},"PyCTBN.PyCTBN.estimators.structure_score_based_estimator.StructureScoreBasedEstimator":{estimate_parents:[2,2,1,""],estimate_structure:[2,2,1,""],get_score_from_graph:[2,2,1,""]},"PyCTBN.PyCTBN.optimizers":{constraint_based_optimizer:[3,0,0,"-"],hill_climbing_search:[3,0,0,"-"],optimizer:[3,0,0,"-"],tabu_search:[3,0,0,"-"]},"PyCTBN.PyCTBN.optimizers.constraint_based_optimizer":{ConstraintBasedOptimizer:[3,1,1,""]},"PyCTBN.PyCTBN.optimizers.constraint_based_optimizer.ConstraintBasedOptimizer":{optimize_structure:[3,2,1,""]},"PyCTBN.PyCTBN.optimizers.hill_climbing_search":{HillClimbing:[3,1,1,""]},"PyCTBN.PyCTBN.optimizers.hill_climbing_search.HillClimbing":{optimize_structure:[3,2,1,""]},"PyCTBN.PyCTBN.optimizers.optimizer":{Optimizer:[3,1,1,""]},"PyCTBN.PyCTBN.optimizers.optimizer.Optimizer":{optimize_structure:[3,2,1,""]},"PyCTBN.PyCTBN.optimizers.tabu_search":{TabuSearch:[3,1,1,""]},"PyCTBN.PyCTBN.optimizers.tabu_search.TabuSearch":{optimize_structure:[3,2,1,""]},"PyCTBN.PyCTBN.structure_graph":{conditional_intensity_matrix:[4,0,0,"-"],network_graph:[4,0,0,"-"],sample_path:[4,0,0,"-"],set_of_cims:[4,0,0,"-"],structure:[4,0,0,"-"],trajectory:[4,0,0,"-"]},"PyCTBN.PyCTBN.structure_graph.conditional_intensity_matrix":{ConditionalIntensityMatrix:[4,1,1,""]},"PyCTBN.PyCTBN.structure_graph.conditional_intensity_matrix.ConditionalIntensityMatrix":{cim:[4,2,1,""],compute_cim_coefficients:[4,2,1,""],state_residence_times:[4,2,1,""],state_transition_matrix:[4,2,1,""]},"PyCTBN.PyCTBN.structure_graph.network_graph":{NetworkGraph:[4,1,1,""]},"PyCTBN.PyCTBN.structure_graph.network_graph.NetworkGraph":{add_edges:[4,2,1,""],add_nodes:[4,2,1,""],build_p_comb_structure_for_a_node:[4,2,1,""],build_time_columns_filtering_for_a_node:[4,2,1,""],build_time_scalar_indexing_structure_for_a_node:[4,2,1,""],build_transition_filtering_for_a_node:[4,2,1,""],build_transition_scalar_indexing_structure_for_a_node:[4,2,1,""],clear_indexing_filtering_structures:[4,2,1,""],edges:[4,2,1,""],fast_init:[4,2,1,""],get_node_indx:[4,2,1,""],get_ordered_by_indx_set_of_parents:[4,2,1,""],get_parents_by_id:[4,2,1,""],get_positional_node_indx:[4,2,1,""],get_states_number:[4,2,1,""],has_edge:[4,2,1,""],nodes:[4,2,1,""],nodes_indexes:[4,2,1,""],nodes_values:[4,2,1,""],p_combs:[4,2,1,""],remove_edges:[4,2,1,""],remove_node:[4,2,1,""],time_filtering:[4,2,1,""],time_scalar_indexing_strucure:[4,2,1,""],transition_filtering:[4,2,1,""],transition_scalar_indexing_structure:[4,2,1,""]},"PyCTBN.PyCTBN.structure_graph.sample_path":{SamplePath:[4,1,1,""]},"PyCTBN.PyCTBN.structure_graph.sample_path.SamplePath":{build_structure:[4,2,1,""],build_trajectories:[4,2,1,""],clear_memory:[4,2,1,""],has_prior_net_structure:[4,2,1,""],structure:[4,2,1,""],total_variables_count:[4,2,1,""],trajectories:[4,2,1,""]},"PyCTBN.PyCTBN.structure_graph.set_of_cims":{SetOfCims:[4,1,1,""]},"PyCTBN.PyCTBN.structure_graph.set_of_cims.SetOfCims":{actual_cims:[4,2,1,""],build_cims:[4,2,1,""],build_times_and_transitions_structures:[4,2,1,""],filter_cims_with_mask:[4,2,1,""],get_cims_number:[4,2,1,""],p_combs:[4,2,1,""]},"PyCTBN.PyCTBN.structure_graph.structure":{Structure:[4,1,1,""]},"PyCTBN.PyCTBN.structure_graph.structure.Structure":{add_edge:[4,2,1,""],clean_structure_edges:[4,2,1,""],contains_edge:[4,2,1,""],edges:[4,2,1,""],get_node_id:[4,2,1,""],get_node_indx:[4,2,1,""],get_positional_node_indx:[4,2,1,""],get_states_number:[4,2,1,""],nodes_indexes:[4,2,1,""],nodes_labels:[4,2,1,""],nodes_values:[4,2,1,""],remove_edge:[4,2,1,""],remove_node:[4,2,1,""],total_variables_number:[4,2,1,""]},"PyCTBN.PyCTBN.structure_graph.trajectory":{Trajectory:[4,1,1,""]},"PyCTBN.PyCTBN.structure_graph.trajectory.Trajectory":{complete_trajectory:[4,2,1,""],size:[4,2,1,""],times:[4,2,1,""],trajectory:[4,2,1,""]},"PyCTBN.PyCTBN.utility":{abstract_importer:[5,0,0,"-"],cache:[5,0,0,"-"],json_importer:[5,0,0,"-"],sample_importer:[5,0,0,"-"]},"PyCTBN.PyCTBN.utility.abstract_importer":{AbstractImporter:[5,1,1,""]},"PyCTBN.PyCTBN.utility.abstract_importer.AbstractImporter":{build_list_of_samples_array:[5,2,1,""],build_sorter:[5,2,1,""],clear_concatenated_frame:[5,2,1,""],compute_row_delta_in_all_samples_frames:[5,2,1,""],compute_row_delta_sigle_samples_frame:[5,2,1,""],concatenated_samples:[5,2,1,""],dataset_id:[5,2,1,""],file_path:[5,2,1,""],sorter:[5,2,1,""],structure:[5,2,1,""],variables:[5,2,1,""]},"PyCTBN.PyCTBN.utility.cache":{Cache:[5,1,1,""]},"PyCTBN.PyCTBN.utility.cache.Cache":{clear:[5,2,1,""],find:[5,2,1,""],put:[5,2,1,""]},"PyCTBN.PyCTBN.utility.json_importer":{JsonImporter:[5,1,1,""]},"PyCTBN.PyCTBN.utility.json_importer.JsonImporter":{build_sorter:[5,2,1,""],clear_data_frame_list:[5,2,1,""],dataset_id:[5,2,1,""],import_data:[5,2,1,""],import_sampled_cims:[5,2,1,""],import_structure:[5,2,1,""],import_trajectories:[5,2,1,""],import_variables:[5,2,1,""],normalize_trajectories:[5,2,1,""],one_level_normalizing:[5,2,1,""],read_json_file:[5,2,1,""]},"PyCTBN.PyCTBN.utility.sample_importer":{SampleImporter:[5,1,1,""]},"PyCTBN.PyCTBN.utility.sample_importer.SampleImporter":{build_sorter:[5,2,1,""],dataset_id:[5,2,1,""],import_data:[5,2,1,""]},"PyCTBN.tests":{estimators:[7,0,0,"-"],optimizers:[8,0,0,"-"],structure_graph:[9,0,0,"-"],utility:[10,0,0,"-"]},"PyCTBN.tests.estimators":{test_parameters_estimator:[7,0,0,"-"],test_structure_constraint_based_estimator:[7,0,0,"-"],test_structure_estimator:[7,0,0,"-"],test_structure_score_based_estimator:[7,0,0,"-"]},"PyCTBN.tests.estimators.test_parameters_estimator":{TestParametersEstimatior:[7,1,1,""]},"PyCTBN.tests.estimators.test_parameters_estimator.TestParametersEstimatior":{aux_import_sampled_cims:[7,2,1,""],cim_equality_test:[7,2,1,""],equality_of_cims_of_node:[7,2,1,""],setUpClass:[7,2,1,""],test_compute_parameters_for_node:[7,2,1,""],test_fast_init:[7,2,1,""]},"PyCTBN.tests.estimators.test_structure_constraint_based_estimator":{TestStructureConstraintBasedEstimator:[7,1,1,""]},"PyCTBN.tests.estimators.test_structure_constraint_based_estimator.TestStructureConstraintBasedEstimator":{setUpClass:[7,2,1,""],test_structure_1:[7,2,1,""],test_structure_2:[7,2,1,""],test_structure_3:[7,2,1,""]},"PyCTBN.tests.estimators.test_structure_estimator":{TestStructureEstimator:[7,1,1,""]},"PyCTBN.tests.estimators.test_structure_estimator.TestStructureEstimator":{setUpClass:[7,2,1,""],test_adjacency_matrix:[7,2,1,""],test_build_complete_graph:[7,2,1,""],test_build_removable_edges_matrix:[7,2,1,""],test_generate_possible_sub_sets_of_size:[7,2,1,""],test_init:[7,2,1,""],test_save_plot_estimated_graph:[7,2,1,""],test_save_results:[7,2,1,""],test_time:[7,2,1,""]},"PyCTBN.tests.estimators.test_structure_score_based_estimator":{TestStructureScoreBasedEstimator:[7,1,1,""]},"PyCTBN.tests.estimators.test_structure_score_based_estimator.TestStructureScoreBasedEstimator":{setUpClass:[7,2,1,""],test_structure_1:[7,2,1,""],test_structure_2:[7,2,1,""],test_structure_3:[7,2,1,""],test_structure_monoprocesso:[7,2,1,""]},"PyCTBN.tests.optimizers":{test_hill_climbing_search:[8,0,0,"-"],test_tabu_search:[8,0,0,"-"]},"PyCTBN.tests.optimizers.test_hill_climbing_search":{TestHillClimbingSearch:[8,1,1,""]},"PyCTBN.tests.optimizers.test_hill_climbing_search.TestHillClimbingSearch":{setUpClass:[8,2,1,""],test_structure:[8,2,1,""],test_structure_3:[8,2,1,""]},"PyCTBN.tests.optimizers.test_tabu_search":{TestTabuSearch:[8,1,1,""]},"PyCTBN.tests.optimizers.test_tabu_search.TestTabuSearch":{setUpClass:[8,2,1,""],test_structure:[8,2,1,""],test_structure_3:[8,2,1,""]},"PyCTBN.tests.structure_graph":{test_cim:[9,0,0,"-"],test_networkgraph:[9,0,0,"-"],test_sample_path:[9,0,0,"-"],test_setofcims:[9,0,0,"-"],test_structure:[9,0,0,"-"],test_trajectory:[9,0,0,"-"]},"PyCTBN.tests.structure_graph.test_cim":{TestConditionalIntensityMatrix:[9,1,1,""]},"PyCTBN.tests.structure_graph.test_cim.TestConditionalIntensityMatrix":{setUpClass:[9,2,1,""],test_compute_cim_coefficients:[9,2,1,""],test_init:[9,2,1,""],test_repr:[9,2,1,""]},"PyCTBN.tests.structure_graph.test_networkgraph":{TestNetworkGraph:[9,1,1,""]},"PyCTBN.tests.structure_graph.test_networkgraph.TestNetworkGraph":{aux_build_p_combs_structure:[9,2,1,""],aux_build_time_columns_filtering_structure_for_a_node:[9,2,1,""],aux_build_time_scalar_indexing_structure_for_a_node:[9,2,1,""],aux_build_transition_columns_filtering_structure:[9,2,1,""],aux_build_transition_scalar_indexing_structure_for_a_node:[9,2,1,""],setUpClass:[9,2,1,""],test_add_edges:[9,2,1,""],test_add_nodes:[9,2,1,""],test_build_p_combs_structure:[9,2,1,""],test_build_time_columns_filtering_structure_for_a_node:[9,2,1,""],test_build_time_scalar_indexing_structure_for_a_node:[9,2,1,""],test_build_transition_columns_filtering_structure:[9,2,1,""],test_build_transition_scalar_indexing_structure_for_a_node:[9,2,1,""],test_fast_init:[9,2,1,""],test_get_node_indx:[9,2,1,""],test_get_ordered_by_indx_set_of_parents:[9,2,1,""],test_get_parents_by_id:[9,2,1,""],test_get_states_number:[9,2,1,""],test_init:[9,2,1,""]},"PyCTBN.tests.structure_graph.test_sample_path":{TestSamplePath:[9,1,1,""]},"PyCTBN.tests.structure_graph.test_sample_path.TestSamplePath":{setUpClass:[9,2,1,""],test_buid_samplepath_no_concatenated_samples:[9,2,1,""],test_buid_samplepath_no_variables:[9,2,1,""],test_build_saplepath_no_prior_net_structure:[9,2,1,""],test_build_structure:[9,2,1,""],test_build_structure_bad_sorter:[9,2,1,""],test_build_trajectories:[9,2,1,""],test_init:[9,2,1,""],test_init_not_filled_dataframse:[9,2,1,""],test_init_not_initialized_importer:[9,2,1,""]},"PyCTBN.tests.structure_graph.test_setofcims":{TestSetOfCims:[9,1,1,""]},"PyCTBN.tests.structure_graph.test_setofcims.TestSetOfCims":{another_filtering_method:[9,2,1,""],aux_test_build_cims:[9,2,1,""],aux_test_init:[9,2,1,""],build_p_comb_structure_for_a_node:[9,2,1,""],setUpClass:[9,2,1,""],test_build_cims:[9,2,1,""],test_filter_cims_with_mask:[9,2,1,""],test_init:[9,2,1,""]},"PyCTBN.tests.structure_graph.test_structure":{TestStructure:[9,1,1,""]},"PyCTBN.tests.structure_graph.test_structure.TestStructure":{setUpClass:[9,2,1,""],test_edges_operations:[9,2,1,""],test_equality:[9,2,1,""],test_get_node_id:[9,2,1,""],test_get_node_indx:[9,2,1,""],test_get_positional_node_indx:[9,2,1,""],test_get_states_number:[9,2,1,""],test_init:[9,2,1,""],test_repr:[9,2,1,""]},"PyCTBN.tests.structure_graph.test_trajectory":{TestTrajectory:[9,1,1,""]},"PyCTBN.tests.structure_graph.test_trajectory.TestTrajectory":{setUpClass:[9,2,1,""],test_init:[9,2,1,""]},"PyCTBN.tests.utility":{test_cache:[10,0,0,"-"],test_json_importer:[10,0,0,"-"],test_sample_importer:[10,0,0,"-"]},"PyCTBN.tests.utility.test_cache":{TestCache:[10,1,1,""]},"PyCTBN.tests.utility.test_cache.TestCache":{test_clear:[10,2,1,""],test_find:[10,2,1,""],test_init:[10,2,1,""],test_put:[10,2,1,""]},"PyCTBN.tests.utility.test_json_importer":{TestJsonImporter:[10,1,1,""]},"PyCTBN.tests.utility.test_json_importer.TestJsonImporter":{ordered:[10,2,1,""],setUpClass:[10,2,1,""],test_build_sorter:[10,2,1,""],test_clear_concatenated_frame:[10,2,1,""],test_clear_data_frame_list:[10,2,1,""],test_compute_row_delta_in_all_frames:[10,2,1,""],test_compute_row_delta_in_all_frames_not_init_sorter:[10,2,1,""],test_compute_row_delta_single_samples_frame:[10,2,1,""],test_dataset_id:[10,2,1,""],test_file_path:[10,2,1,""],test_import_data:[10,2,1,""],test_import_sampled_cims:[10,2,1,""],test_import_structure:[10,2,1,""],test_import_variables:[10,2,1,""],test_init:[10,2,1,""],test_normalize_trajectories:[10,2,1,""],test_normalize_trajectories_wrong_indx:[10,2,1,""],test_normalize_trajectories_wrong_key:[10,2,1,""],test_read_json_file_found:[10,2,1,""],test_read_json_file_not_found:[10,2,1,""]},"PyCTBN.tests.utility.test_sample_importer":{TestSampleImporter:[10,1,1,""]},"PyCTBN.tests.utility.test_sample_importer.TestSampleImporter":{ordered:[10,2,1,""],setUpClass:[10,2,1,""],test_init:[10,2,1,""],test_order:[10,2,1,""]},PyCTBN:{PyCTBN:[1,0,0,"-"],tests:[6,0,0,"-"]}},objnames:{"0":["py","module","Python module"],"1":["py","class","Python class"],"2":["py","method","Python method"]},objtypes:{"0":"py:module","1":"py:class","2":"py:method"},terms:{"abstract":[2,3,4,5,12],"boolean":[2,4],"case":[7,8,9,10],"class":[2,3,4,5,7,8,9,10,12],"default":[2,3,5],"float":2,"function":2,"import":[4,5,13,14],"int":[2,3,4,5],"null":2,"return":[2,3,4,5,9,12],"static":[2,4],"super":12,"true":[2,12],"var":12,HAS:5,Has:[2,4],NOT:2,The:[2,4,5,12],Use:[2,12],__actual_cach:5,__init__:12,__list_of_sets_of_par:5,_actual_cim:4,_actual_trajectori:4,_aggregated_info_about_nodes_par:4,_array_indx:5,_cach:2,_cim:4,_complete_graph:2,_df_samples_list:[5,12],_df_structur:5,_df_variabl:[5,12],_file_path:12,_graph:[4,12],_import:4,_net_graph:2,_node:2,_node_id:4,_nodes_indx:2,_nodes_v:2,_p_combs_structur:4,_raw_data:5,_sample_path:2,_single_set_of_cim:2,_sorter:[5,12],_state_residence_tim:4,_structur:4,_structure_label:5,_time:4,_time_filt:4,_time_scalar_indexing_structur:4,_total_variables_count:4,_total_variables_numb:4,_trajectori:4,_transition_filt:4,_transition_matric:4,_transition_scalar_indexing_structur:4,_variables_label:5,abc:[3,5],about:[3,4],abstract_import:[0,1,4,13,14],abstractimport:[4,5,12],act:5,actual:[2,4],actual_cim:[4,12],add:[4,5],add_edg:4,add_nod:4,added:2,addit:2,adjac:[2,12],adjacency_matrix:[2,12],after:5,against:2,aggreg:4,algorithm:[2,3,12],all:[2,3,4,5,9,12],alpha_xu:2,alpha_xxu:2,alreadi:[5,12],also:[2,4],ani:[2,3],anoth:4,another_filtering_method:9,approach:2,arc:5,arrai:[2,4,5,12],assign:2,assum:2,automat:2,aux_build_p_combs_structur:9,aux_build_time_columns_filtering_structure_for_a_nod:9,aux_build_time_scalar_indexing_structure_for_a_nod:9,aux_build_transition_columns_filtering_structur:9,aux_build_transition_scalar_indexing_structure_for_a_nod:9,aux_import_sampled_cim:7,aux_test_build_cim:9,aux_test_init:9,axi:12,base:[2,3,4,5,7,8,9,10],bayesian:2,befor:[2,3,7,8,9,10],belong:2,best:2,between:5,bool:[2,4],both:[2,5],bound:4,build:[2,4,5,9,12],build_cim:4,build_complete_graph:2,build_list_of_samples_arrai:5,build_p_comb_structure_for_a_nod:[4,9],build_removable_edges_matrix:2,build_sort:[5,12],build_structur:[4,12],build_time_columns_filtering_for_a_nod:4,build_time_scalar_indexing_structure_for_a_nod:4,build_times_and_transitions_structur:4,build_trajectori:[4,12],build_transition_filtering_for_a_nod:4,build_transition_scalar_indexing_structure_for_a_nod:4,built:2,cach:[0,1,2,13,14],calcul:2,call:[5,12],cardin:[2,4,5,9],cardinalit:[4,5],caridin:4,caridinalit:4,chang:[4,5],check:4,chi:2,chi_test:2,chi_test_alfa:2,child:[2,3],child_indx:2,child_states_numb:2,child_val:2,cim1:[2,7],cim2:[2,7],cim:[2,4,5,12],cim_equality_test:7,cims_kei:5,cims_label:7,classmethod:[7,8,9,10],clean_structure_edg:4,clear:[4,5],clear_concatenated_fram:5,clear_data_frame_list:5,clear_indexing_filtering_structur:4,clear_memori:4,climb:[2,3],coeffici:4,col:4,cols_filt:2,column:[2,4,5,12],columns_head:5,comb:4,combin:[4,5,9],combinatori:[4,9],common:2,complet:[2,4,5],complete_test:2,complete_trajectori:4,comput:[2,3,4,5,12],compute_cim_coeffici:4,compute_parameters_for_nod:[2,12],compute_row_delta_in_all_samples_fram:[5,12],compute_row_delta_sigle_samples_fram:5,compute_state_res_time_for_nod:2,compute_state_transitions_for_a_nod:2,compute_thumb_valu:2,concatanated_sampl:5,concaten:[4,5],concatenated_sampl:5,condit:4,conditional_intensity_matrix:[0,1,2,13,14],conditionalintensitymatrix:[2,4],consid:[2,4],constraint:2,constraint_based_optim:[0,1,13,14],constraintbasedoptim:3,construct:[4,5,12],conta:5,contain:[2,4,5,9],contains_edg:4,content:[13,14],convert:[2,5],copi:5,core:5,correct:[4,5],could:2,count:4,creat:[2,4,12],csv:12,csvimport:12,ctbn:2,ctpc:[2,3,12],ctpc_algorithm:[2,12],current:[2,3,5],cut:5,dafram:5,data:[2,3,4,5,13,14],datafram:[4,5,12],dataset:[3,4,5],dataset_id:[5,12],datfram:5,def:12,defin:5,definit:5,defualt:2,delta:[2,4,5],demonstr:12,describ:5,desir:[2,4],df_samples_list:5,dict:[5,12],dictionari:5,differ:5,differt:2,digraph:2,dimens:4,dir:12,direct:[2,4],directli:5,disabl:[2,3],disable_multiprocess:2,distribuit:2,doc:5,doubl:4,download:12,drop:12,duplic:4,dyn:12,each:[2,3,5],edg:[2,4,5,12],edges_list:4,end:5,entir:2,equal:4,equality_of_cims_of_nod:7,est:12,estim:[0,1,3,4,6,13,14],estimate_par:2,estimate_structur:2,estimated_cim:7,everi:[4,5],exam:12,exampl:[5,13,14],exclud:2,exctract:5,exist:5,exp_test_alfa:2,exponenti:2,expos:5,extend:12,extens:[2,5],extract:[4,5],fals:2,fam_score_calcul:[0,1,13,14],famscor:2,famscorecalcul:2,fast_init:[2,4,12],file:[2,5,12],file_path:[2,5,12],filepath:5,fill:[2,12],filter:[2,4],filter_cims_with_mask:4,find:[2,5],first:[2,12],fixtur:[7,8,9,10],follow:[4,5],form:4,format:12,formula:2,found:5,frame:5,from:[4,5,12],from_nod:5,gener:2,generate_possible_sub_sets_of_s:2,get:[2,5],get_cims_numb:4,get_fam_scor:2,get_node_id:4,get_node_indx:4,get_ordered_by_indx_set_of_par:4,get_parents_by_id:4,get_positional_node_indx:4,get_score_from_graph:2,get_states_numb:4,given:[2,4,5],glob:12,graph:[2,4,9,12],graph_struct:4,graphic:2,grid:[4,9],grpah:12,has:[5,12],has_edg:4,has_prior_net_structur:4,have:5,header:5,header_column:5,hill:[2,3],hill_climbing_search:[0,1,13,14],hillclimb:3,hold:[2,4],hook:[7,8,9,10],how:5,hyperparamet:2,hypothesi:2,identifi:[2,4,5],iff:2,implement:[3,5,13,14],import_data:[5,12],import_sampled_cim:5,import_structur:5,import_trajectori:5,import_vari:[5,12],improv:[2,3],includ:2,independ:2,independence_test:2,index:[2,4,5,12,13],indic:[2,4],indx:5,info:[4,12],inform:[3,4],init:12,initi:[2,4,5,12],inplac:12,insid:12,instal:[13,14],interest:4,interfac:3,intes:4,iter:[2,3],iterations_numb:[2,3],its:[2,3],join:12,json:[2,5,12],json_import:[0,1,13,14],jsonarrai:5,jsonimport:[5,12],keep:[2,3,5],kei:5,kind:2,knowledg:2,known:2,known_edg:2,label:[2,3,4,5],latest:12,lenght:[2,3],level:[2,5],likelihood:2,list:[2,3,4,5,12],list_of_column:4,list_of_edg:4,list_of_nod:4,load:5,loop:2,m_xu_suff_stat:2,m_xxu_suff_stat:2,main:12,margin:2,marginal_likelihood_q:2,marginal_likelihood_theta:2,mask:[4,9],mask_arr:4,matric:[2,4],matrix:[2,4,5,9,12],max_par:[2,3],maximum:[2,3],member:[4,5],mention:4,merg:5,method:[2,5,7,8,9,10],methodnam:[7,8,9,10],model:2,modul:[13,14],multipl:5,multiprocess:2,name:[2,4,5,12],ndarrai:[2,4,5],necessari:[2,4,5],nest:5,net:[2,3,4,5,12],net_graph:2,network:[2,4,5],network_graph:[0,1,2,13,14],networkgraph:[2,4,12],networkx:2,node:[2,3,4,5,9,12],node_id:[2,3,4,9],node_index:4,node_indx:[2,4],node_st:[4,9],node_states_numb:[4,9],nodes_index:4,nodes_indexes_arr:4,nodes_label:4,nodes_labels_list:4,nodes_numb:4,nodes_vals_arr:4,nodes_valu:[4,12],none:[2,3,4,5,7,9,10,12],normal:5,normalize_trajectori:5,number:[2,3,4],numpi:[2,4,5,9],obj:[10,12],object:[2,3,4,5,12],one:[4,5],one_iteration_of_ctpc_algorithm:2,one_level_norm:5,onli:5,oper:2,optim:[0,1,2,6,13,14],optimize_structur:3,option:[2,3],order:[2,5,10],origin:5,original_cols_numb:4,otherwis:[2,5],out:5,outer:[5,12],over:2,own:[13,14],p_comb:[4,9],p_indx:[4,9],p_val:9,p_valu:9,packag:[13,14],page:13,panda:[5,12],param:4,paramet:[2,3,4,5,9,13,14],parameters_estim:[0,1,13,14],parametersestim:[2,12],parent:[2,3,4,5],parent_indx:2,parent_label:2,parent_set:2,parent_set_v:2,parent_v:2,parent_valu:9,parents_cardin:4,parents_comb:5,parents_index:4,parents_indx:9,parents_label:[4,9],parents_states_numb:[4,9],parents_v:[4,9],parents_valu:[4,9],part:2,particular:[2,5],pass:12,path:[2,5,12],patienc:[2,3],peest:12,perform:2,pip:12,place:5,plot:2,png:2,posit:[4,5],possibl:[2,4],predict:3,prepar:5,present:[2,5],print:12,prior:[2,12],prior_net_structur:5,process:[2,3,4,5],processes_numb:2,properli:5,properti:[4,5],put:5,pyctbn:12,q_xx:4,rappres:4,raw:5,raw_data:5,read:[5,12],read_csv:12,read_csv_fil:12,read_fil:12,read_json_fil:5,real:[2,4,5,12],refer:[4,5],reject:2,rel:4,relat:5,releas:12,remain:5,remov:[2,4,5],remove_edg:4,remove_nod:4,repres:4,represent:2,res:4,resid:[2,4],result:[2,5,12],rtype:4,rule:[2,3],run:[7,8,9,10],runtest:[7,8,9,10],same:5,sampl:[4,5,12],sample_fram:[5,12],sample_import:[0,1,13,14],sample_path:[0,1,2,13,14],sampled_cim:7,sampleimport:5,samplepath:[2,4,12],samples_label:5,save:[2,12],save_plot_estimated_structure_graph:2,save_result:[2,12],scalar_index:2,scalar_indexes_struct:2,score:2,se1:12,search:[2,3,13],second:2,see:5,select:12,self:[2,5,12],sep:2,sep_set:2,set:[2,4,5,7,8,9,10],set_of_cim:[0,1,2,5,13,14],setofcim:[2,4,5,12],setupclass:[7,8,9,10],shift:[4,5],shifted_cols_head:5,show:2,signific:2,simbol:5,simpl:12,simpli:12,sinc:4,single_cim_xu_marginal_likelihood_q:2,single_cim_xu_marginal_likelihood_theta:2,single_internal_cim_xxu_marginal_likelihood_theta:2,size:[2,4],socim:5,sofc1:12,sorter:5,specif:[2,4,12],spuriou:2,spurious_edg:2,start:5,state:[2,4],state_res_tim:4,state_residence_tim:4,state_transition_matrix:4,statist:2,stop:[2,3],str:[2,3,4,5,12],string:[2,3,4,5],structur:[0,1,2,3,5,9,13,14],structure_constraint_based_estim:[0,1,13,14],structure_estim:[0,1,3,13,14],structure_estimation_exampl:12,structure_graph:[0,1,2,5,6,13,14],structure_label:5,structure_score_based_estim:[0,1,13,14],structureconstraintbasedestim:2,structureestim:[2,3,12],structurescorebasedestim:2,structut:4,style:2,submodul:[1,6,13,14],subpackag:[13,14],subset:2,suffici:2,suffuci:2,symbol:[4,5],synthet:5,t_xu_suff_stat:2,tabu:[2,3],tabu_length:[2,3],tabu_rules_dur:[2,3],tabu_search:[0,1,13,14],tabusearch:3,take:12,tar:12,task:[2,4],tau_xu:2,ternari:12,test:2,test_add_edg:9,test_add_nod:9,test_adjacency_matrix:7,test_buid_samplepath_no_concatenated_sampl:9,test_buid_samplepath_no_vari:9,test_build_cim:9,test_build_complete_graph:7,test_build_p_combs_structur:9,test_build_removable_edges_matrix:7,test_build_saplepath_no_prior_net_structur:9,test_build_sort:10,test_build_structur:9,test_build_structure_bad_sort:9,test_build_time_columns_filtering_structure_for_a_nod:9,test_build_time_scalar_indexing_structure_for_a_nod:9,test_build_trajectori:9,test_build_transition_columns_filtering_structur:9,test_build_transition_scalar_indexing_structure_for_a_nod:9,test_cach:6,test_child:2,test_cim:6,test_clear:10,test_clear_concatenated_fram:10,test_clear_data_frame_list:10,test_compute_cim_coeffici:9,test_compute_parameters_for_nod:7,test_compute_row_delta_in_all_fram:10,test_compute_row_delta_in_all_frames_not_init_sort:10,test_compute_row_delta_single_samples_fram:10,test_dataset_id:10,test_edges_oper:9,test_equ:9,test_fast_init:[7,9],test_file_path:10,test_filter_cims_with_mask:9,test_find:10,test_generate_possible_sub_sets_of_s:7,test_get_node_id:9,test_get_node_indx:9,test_get_ordered_by_indx_set_of_par:9,test_get_parents_by_id:9,test_get_positional_node_indx:9,test_get_states_numb:9,test_hill_climbing_search:6,test_import_data:10,test_import_sampled_cim:10,test_import_structur:10,test_import_vari:10,test_init:[7,9,10],test_init_not_filled_dataframs:9,test_init_not_initialized_import:9,test_json_import:6,test_networkgraph:6,test_normalize_trajectori:10,test_normalize_trajectories_wrong_indx:10,test_normalize_trajectories_wrong_kei:10,test_ord:10,test_par:2,test_parameters_estim:6,test_put:10,test_read_json_file_found:10,test_read_json_file_not_found:10,test_repr:9,test_sample_import:6,test_sample_path:6,test_save_plot_estimated_graph:7,test_save_result:7,test_setofcim:6,test_structur:[6,8],test_structure_1:7,test_structure_2:7,test_structure_3:[7,8],test_structure_constraint_based_estim:6,test_structure_estim:6,test_structure_monoprocesso:7,test_structure_score_based_estim:6,test_tabu_search:6,test_tim:7,test_trajectori:6,testcach:10,testcas:[7,8,9,10],testconditionalintensitymatrix:9,testhillclimbingsearch:8,testjsonimport:10,testnetworkgraph:9,testparametersestimatior:7,testsampleimport:10,testsamplepath:9,testsetofcim:9,teststructur:9,teststructureconstraintbasedestim:7,teststructureestim:7,teststructurescorebasedestim:7,testtabusearch:8,testtrajectori:9,tha:5,theta:2,thi:[2,4,5,12],three:12,threshold:2,thumb:2,thumb_threshold:2,thumb_valu:2,time:[2,4,5,12],time_filt:4,time_kei:5,time_scalar_indexing_strucur:4,timestamp:5,to_nod:5,tot_vars_count:[2,3],total:[2,4],total_variables_count:4,total_variables_numb:4,traj:5,trajecory_head:5,trajectori:[0,1,2,5,12,13,14],trajectories_kei:5,trajectory_list:5,trajectri:12,transit:[2,4,5],transition_filt:4,transition_matric:4,transition_scalar_indexing_structur:4,tri:5,tupl:4,tutori:5,two:2,type:[2,3,4,5,12],union:5,uniqu:5,unittest:[7,8,9,10],unus:4,usag:[13,14],use:[2,12],used:[2,3,4,5],using:[2,3,4,5],util:[0,1,4,6,13,14],valid:2,valu:[2,3,4,5,9,12],values_list:12,var_id:2,variabl:[2,3,4,5,12],variable_cardin:5,variable_cim_xu_marginal_likelihood_q:2,variable_cim_xu_marginal_likelihood_theta:2,variable_label:5,variables_kei:5,variables_label:5,vector:[2,4],want:12,when:2,where:5,which:[2,3,4,5],whl:12,who:2,without:[2,3],you:[2,5,12],your:[13,14]},titles:["PyCTBN package","PyCTBN.PyCTBN package","PyCTBN.PyCTBN.estimators package","PyCTBN.PyCTBN.optimizers package","PyCTBN.PyCTBN.structure_graph package","PyCTBN.PyCTBN.utility package","PyCTBN.tests package","PyCTBN.tests.estimators package","PyCTBN.tests.optimizers package","PyCTBN.tests.structure_graph package","PyCTBN.tests.utility package","basic_main module","Examples","Welcome to PyCTBN\u2019s documentation!","PyCTBN","setup module"],titleterms:{"import":12,abstract_import:5,basic_main:11,cach:5,conditional_intensity_matrix:4,constraint_based_optim:3,content:[0,1,2,3,4,5,6,7,8,9,10],data:12,document:13,estim:[2,7,12],exampl:12,fam_score_calcul:2,hill_climbing_search:3,implement:12,indic:13,instal:12,json_import:5,modul:[0,1,2,3,4,5,6,7,8,9,10,11,15],network_graph:4,optim:[3,8],own:12,packag:[0,1,2,3,4,5,6,7,8,9,10],paramet:12,parameters_estim:2,pyctbn:[0,1,2,3,4,5,6,7,8,9,10,13,14],sample_import:5,sample_path:4,set_of_cim:4,setup:15,structur:[4,12],structure_constraint_based_estim:2,structure_estim:2,structure_graph:[4,9],structure_score_based_estim:2,submodul:[0,2,3,4,5,7,8,9,10],subpackag:[0,1,6],tabl:13,tabu_search:3,test:[6,7,8,9,10],test_cach:10,test_cim:9,test_hill_climbing_search:8,test_json_import:10,test_networkgraph:9,test_parameters_estim:7,test_sample_import:10,test_sample_path:9,test_setofcim:9,test_structur:9,test_structure_constraint_based_estim:7,test_structure_estim:7,test_structure_score_based_estim:7,test_tabu_search:8,test_trajectori:9,trajectori:4,usag:12,util:[5,10],welcom:13,your:12}})
diff --git a/docs/setup.html b/docs/setup.html
index 8f74cf7..1e64098 100644
--- a/docs/setup.html
+++ b/docs/setup.html
@@ -19,6 +19,10 @@
     <link rel="stylesheet" href="_static/css/pdj.css" type="text/css" />
 
   
+    <link rel="stylesheet" href="_static/pygments.css" type="text/css" />
+  
+    <link rel="stylesheet" href="_static/css/pdj.css" type="text/css" />
+  
 
   
 
@@ -144,6 +148,9 @@
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
         };
+    </script>
+    <script type="text/javascript" src="_static/documentation_options.js">
+
     </script>
     <script type="text/javascript" src="_static/jquery.js">
 
@@ -154,9 +161,6 @@
     <script type="text/javascript" src="_static/doctools.js">
 
     </script>
-    <script type="text/javascript" src="_static/language_data.js">
-
-    </script>