Index

A | B | C | D | E | F | G | H | I | K | M | N | O | P | R | S | T | V

A

add_edge() (discovery.StructureLearner method) add_variable() (discovery.StructureLearner method) (estimator.Estimator method)

analyze_quick_results() (estimator.Estimator method)

B

binarize_variable() (discovery.StructureLearner method) (estimator.Estimator method)

C

check_robustness() (estimator.Estimator method) combine_variables() (discovery.StructureLearner method) (estimator.Estimator method)

compare_to_noncausal_regression() (estimator.Estimator method) continuous (discovery.StructureLearner attribute) (discovery.StructureLearnerDatabricks attribute)

D

data (discovery.StructureLearner attribute) (discovery.StructureLearnerDatabricks attribute) (estimator.Estimator attribute) (estimator.EstimatorDatabricks attribute) delete_variable() (discovery.StructureLearner method) (estimator.Estimator method)

discovery module discrete (discovery.StructureLearner attribute) (discovery.StructureLearnerDatabricks attribute) display_graph() (discovery.StructureLearner method) (discovery.StructureLearnerDatabricks method)

E

EdgeCreator (class in knowledge) erase_knowledge() (discovery.StructureLearner method) erase_quick_results() (estimator.Estimator method) estimand (estimator.Estimator attribute) (estimator.EstimatorDatabricks attribute) estimand_type (estimator.Estimator attribute) (estimator.EstimatorDatabricks attribute) estimate_effect() (estimator.Estimator method)

estimated_effect (estimator.Estimator attribute) (estimator.EstimatorDatabricks attribute) estimator module Estimator (class in estimator) EstimatorDatabricks (class in estimator) existing (knowledge.KnowledgeChecker attribute) expected_effects (knowledge.ValidationCreator attribute)

F

forbid_edge() (knowledge.EdgeCreator method) forbid_edges() (knowledge.EdgeCreator method) forbid_edges_from_groups() (knowledge.EdgeCreator method) forbid_edges_from_temporal() (knowledge.EdgeCreator method)

forbid_edges_within_group() (knowledge.EdgeCreator method) forbidden (knowledge.KnowledgeChecker attribute) forbidden_edges (knowledge.EdgeCreator attribute) forget_edges() (knowledge.EdgeCreator method)

G

generate_pdf_report() (estimator.Estimator method) (estimator.EstimatorDatabricks method)

get_quick_result_estimate() (estimator.Estimator method) graph (discovery.StructureLearner attribute) (discovery.StructureLearnerDatabricks attribute)

H

has_edge() (discovery.StructureLearner method)

has_node() (discovery.StructureLearner method) has_undirected_edges() (discovery.StructureLearner method)

I

identify_estimand() (estimator.Estimator method) imitate_data_trafos() (estimator.Estimator method)

initialize_model() (estimator.Estimator method) is_acyclic() (discovery.StructureLearner method)

K

knowledge module

knowledge (discovery.StructureLearner attribute) (discovery.StructureLearnerDatabricks attribute) KnowledgeChecker (class in knowledge)

M

model (estimator.Estimator attribute) (estimator.EstimatorDatabricks attribute) module discovery estimator knowledge

N

normalize_variable() (discovery.StructureLearner method) (estimator.Estimator method)

normalize_variables() (discovery.StructureLearner method) (estimator.Estimator method)

O

outcome (estimator.Estimator attribute) (estimator.EstimatorDatabricks attribute)

P

paths (discovery.StructureLearner attribute) (discovery.StructureLearnerDatabricks attribute) (estimator.Estimator attribute) (estimator.EstimatorDatabricks attribute)

print_edge_analysis() (discovery.StructureLearner method)

R

read_csv() (discovery.StructureLearner method) (estimator.Estimator method) read_parquet() (discovery.StructureLearner method) (estimator.Estimator method) remove_edge() (discovery.StructureLearner method) rename_variable() (discovery.StructureLearner method) (estimator.Estimator method) require_edge() (knowledge.EdgeCreator method) require_edges() (knowledge.EdgeCreator method) require_edges_from_groups() (knowledge.EdgeCreator method) required (knowledge.KnowledgeChecker attribute) required_edges (knowledge.EdgeCreator attribute)

respects_forbidden() (knowledge.KnowledgeChecker method) respects_knowledge() (discovery.StructureLearner method) (knowledge.KnowledgeChecker method) respects_required() (knowledge.KnowledgeChecker method) reverse_edge() (discovery.StructureLearner method) robustness_info (estimator.Estimator attribute) (estimator.EstimatorDatabricks attribute) run_all_quick_analyses() (discovery.StructureLearner method) (estimator.Estimator method) run_multiple_quick_analyses() (estimator.Estimator method) run_quick_analysis() (estimator.Estimator method) run_quick_search() (discovery.StructureLearner method) run_search() (discovery.StructureLearner method)

S

save_graph() (discovery.StructureLearner method) save_graphs() (discovery.StructureLearner method) save_knowledge() (discovery.StructureLearner method) set_knowledge() (discovery.StructureLearner method) show_algo_info() (discovery.StructureLearner method) show_algo_params() (discovery.StructureLearner method) show_edges() (knowledge.EdgeCreator method) show_heatmaps() (estimator.Estimator method) show_independence_tests() (discovery.StructureLearner method) show_knowledge() (discovery.StructureLearner method) (discovery.StructureLearnerDatabricks method) show_largest_effects() (estimator.Estimator method)

show_quick_result_methods() (estimator.Estimator method) show_quick_results() (estimator.Estimator method) show_search_algos() (discovery.StructureLearner method) show_search_scores() (discovery.StructureLearner method) show_validation() (estimator.Estimator method) spark (estimator.Estimator attribute) (estimator.EstimatorDatabricks attribute) str_graph (discovery.StructureLearnerDatabricks attribute) str_knowledge_graph (discovery.StructureLearnerDatabricks attribute) str_report (discovery.StructureLearnerDatabricks attribute) (estimator.EstimatorDatabricks attribute) StructureLearner (class in discovery) StructureLearnerDatabricks (class in discovery)

T

transformations (discovery.StructureLearner attribute) (discovery.StructureLearnerDatabricks attribute) (estimator.Estimator attribute) (estimator.EstimatorDatabricks attribute)

treatment (estimator.Estimator attribute) (estimator.EstimatorDatabricks attribute)

V

ValidationCreator (class in knowledge) variables (discovery.StructureLearner attribute) (discovery.StructureLearnerDatabricks attribute) (estimator.Estimator attribute) (estimator.EstimatorDatabricks attribute)

cause2e

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