|
|
@ -6,6 +6,11 @@ from PyCTBN.PyCTBN.structure_graph.structure import Structure |
|
|
|
from PyCTBN.PyCTBN.structure_graph.sample_path import SamplePath |
|
|
|
from PyCTBN.PyCTBN.structure_graph.sample_path import SamplePath |
|
|
|
from PyCTBN.PyCTBN.estimators.structure_constraint_based_estimator import StructureConstraintBasedEstimator |
|
|
|
from PyCTBN.PyCTBN.estimators.structure_constraint_based_estimator import StructureConstraintBasedEstimator |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
""" |
|
|
|
|
|
|
|
if __name__ == "__main__": |
|
|
|
|
|
|
|
trajectories = tg.multi_trajectory(t_ends = [100, 100, 100]) |
|
|
|
|
|
|
|
""" |
|
|
|
|
|
|
|
|
|
|
|
# Network Generation |
|
|
|
# Network Generation |
|
|
|
labels = ["X", "Y", "Z"] |
|
|
|
labels = ["X", "Y", "Z"] |
|
|
|
card = 3 |
|
|
|
card = 3 |
|
|
@ -20,7 +25,7 @@ ng.generate_cims(cim_min, cim_max) |
|
|
|
print(ng.dyn_str) |
|
|
|
print(ng.dyn_str) |
|
|
|
e1 = JsonExporter(ng.variables, ng.dyn_str, ng.dyn_cims) |
|
|
|
e1 = JsonExporter(ng.variables, ng.dyn_str, ng.dyn_cims) |
|
|
|
tg = TrajectoryGenerator(variables = ng.variables, dyn_str = ng.dyn_str, dyn_cims = ng.dyn_cims) |
|
|
|
tg = TrajectoryGenerator(variables = ng.variables, dyn_str = ng.dyn_str, dyn_cims = ng.dyn_cims) |
|
|
|
sigma = tg.CTBN_Sample(max_tr = 10) |
|
|
|
sigma = tg.CTBN_Sample(max_tr = 100) |
|
|
|
e1.add_trajectory(tg.to_json()) |
|
|
|
e1.add_trajectory(tg.to_json()) |
|
|
|
e1.out_json("example.json") |
|
|
|
e1.out_json("example.json") |
|
|
|
|
|
|
|
|
|
|
@ -35,6 +40,6 @@ s1.build_structure() |
|
|
|
se1 = StructureConstraintBasedEstimator(sample_path=s1, exp_test_alfa=0.1, chi_test_alfa=0.1, |
|
|
|
se1 = StructureConstraintBasedEstimator(sample_path=s1, exp_test_alfa=0.1, chi_test_alfa=0.1, |
|
|
|
known_edges=[], thumb_threshold=25) |
|
|
|
known_edges=[], thumb_threshold=25) |
|
|
|
edges = se1.estimate_structure(True) |
|
|
|
edges = se1.estimate_structure(True) |
|
|
|
se1.save_plot_estimated_structure_graph('./result.png') |
|
|
|
# se1.save_plot_estimated_structure_graph('./result1.png') |
|
|
|
print(se1.adjacency_matrix()) |
|
|
|
print(se1.adjacency_matrix()) |
|
|
|
print(edges) |
|
|
|
print(edges) |