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Add docs params to StructureEst class

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Filippo Martini 4 years ago
parent 028e6f6b22
commit b4964c0a17
3 changed files with 8 additions and 125 deletions
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  1. 124
      .idea/workspace.xml
  2. 7
      PyCTBN/PyCTBN/estimators/structure_constraint_based_estimator.py
  3. 2
      PyCTBN/PyCTBN/estimators/structure_estimator.py

124
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7
PyCTBN/PyCTBN/estimators/structure_constraint_based_estimator.py
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@ -38,6 +38,10 @@ class StructureConstraintBasedEstimator(StructureEstimator):
:type exp_test_alfa: float :type exp_test_alfa: float
:param chi_test_alfa: the significance level for the chi Hp test :param chi_test_alfa: the significance level for the chi Hp test
:type chi_test_alfa: float :type chi_test_alfa: float
:param: thumb_threshold: the threshold value to consider a valid independence test
:type thumb_threshold: int
:param known_edges: the prior known edges in the net structure if present
:type known_edges: List
:_nodes: the nodes labels :_nodes: the nodes labels
:_nodes_vals: the nodes cardinalities :_nodes_vals: the nodes cardinalities
:_nodes_indxs: the nodes indexes :_nodes_indxs: the nodes indexes
@ -45,7 +49,8 @@ class StructureConstraintBasedEstimator(StructureEstimator):
:_cache: the Cache object :_cache: the Cache object
""" """
def __init__(self, sample_path: SamplePath, exp_test_alfa: float, chi_test_alfa: float,known_edges: typing.List= [],thumb_threshold:int = 25): def __init__(self, sample_path: SamplePath, exp_test_alfa: float, chi_test_alfa: float,known_edges: typing.List= [],
thumb_threshold:int = 25):
super().__init__(sample_path,known_edges) super().__init__(sample_path,known_edges)
self._exp_test_sign = exp_test_alfa self._exp_test_sign = exp_test_alfa
self._chi_test_alfa = chi_test_alfa self._chi_test_alfa = chi_test_alfa

2
PyCTBN/PyCTBN/estimators/structure_estimator.py
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@ -25,6 +25,8 @@ class StructureEstimator(object):
:param sample_path: the _sample_path object containing the trajectories and the real structure :param sample_path: the _sample_path object containing the trajectories and the real structure
:type sample_path: SamplePath :type sample_path: SamplePath
:param known_edges: the prior known edges in the net structure if present
:type known_edges: List
:_nodes: the nodes labels :_nodes: the nodes labels
:_nodes_vals: the nodes cardinalities :_nodes_vals: the nodes cardinalities
:_nodes_indxs: the nodes indexes :_nodes_indxs: the nodes indexes