Path	Lines of Code
MANIFEST.in	8
azure-pipelines.yml	30
binder/environment.yml	25
dowhy/__init__.py	7
dowhy/api/__init__.py	1
dowhy/api/causal_data_frame.py	75
dowhy/causal_estimator.py	520
dowhy/causal_estimators/__init__.py	20
dowhy/causal_estimators/causalml.py	77
dowhy/causal_estimators/distance_matching_estimator.py	155
dowhy/causal_estimators/econml.py	128
dowhy/causal_estimators/generalized_linear_model_estimator.py	26
dowhy/causal_estimators/instrumental_variable_estimator.py	86
dowhy/causal_estimators/linear_regression_estimator.py	39
dowhy/causal_estimators/propensity_score_estimator.py	43
dowhy/causal_estimators/propensity_score_matching_estimator.py	81
dowhy/causal_estimators/propensity_score_stratification_estimator.py	115
dowhy/causal_estimators/propensity_score_weighting_estimator.py	125
dowhy/causal_estimators/regression_discontinuity_estimator.py	36
dowhy/causal_estimators/regression_estimator.py	99
dowhy/causal_estimators/two_stage_regression_estimator.py	165
dowhy/causal_graph.py	376
dowhy/causal_identifier.py	634
dowhy/causal_identifiers/__init__.py	1
dowhy/causal_identifiers/backdoor.py	245
dowhy/causal_identifiers/id_identifier.py	182
dowhy/causal_model.py	271
dowhy/causal_refuter.py	141
dowhy/causal_refuters/__init__.py	14
dowhy/causal_refuters/add_unobserved_common_cause.py	399
dowhy/causal_refuters/bootstrap_refuter.py	79
dowhy/causal_refuters/data_subset_refuter.py	37
dowhy/causal_refuters/dummy_outcome_refuter.py	249
dowhy/causal_refuters/placebo_treatment_refuter.py	110
dowhy/causal_refuters/random_common_cause.py	39
dowhy/data_transformer.py	6
dowhy/data_transformers/__init__.py	1
dowhy/data_transformers/pca_reducer.py	16
dowhy/datasets.py	332
dowhy/do_sampler.py	70
dowhy/do_samplers/__init__.py	16
dowhy/do_samplers/kernel_density_sampler.py	75
dowhy/do_samplers/mcmc_sampler.py	109
dowhy/do_samplers/multivariate_weighting_sampler.py	34
dowhy/do_samplers/weighting_sampler.py	36
dowhy/graph_learner.py	11
dowhy/graph_learners/__init__.py	27
dowhy/graph_learners/cdt.py	26
dowhy/graph_learners/ges.py	25
dowhy/graph_learners/lingam.py	25
dowhy/interpreter.py	26
dowhy/interpreters/__init__.py	13
dowhy/interpreters/confounder_distribution_interpreter.py	62
dowhy/interpreters/propensity_balance_interpreter.py	58
dowhy/interpreters/textual_effect_interpreter.py	23
dowhy/interpreters/textual_interpreter.py	6
dowhy/interpreters/visual_interpreter.py	6
dowhy/plotter.py	41
dowhy/utils/__init__.py	1
dowhy/utils/api.py	10
dowhy/utils/cli_helpers.py	20
dowhy/utils/dgp.py	52
dowhy/utils/dgps/cubic_dgp.py	62
dowhy/utils/dgps/linear_dgp.py	46
dowhy/utils/dgps/quadratic_dgp.py	64
dowhy/utils/dgps/random_neural_network.py	82
dowhy/utils/graph_operations.py	134
dowhy/utils/ordered_set.py	66
dowhy/utils/propensity_score.py	115
setup.cfg	2
setup.py	42