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Project: dowhy
(GitHub Link)
dowhy-master
Makefile
dowhy
causal_identifier.py
utils
api.py
propensity_score.py
__init__.py
cli_helpers.py
causal_estimator.py
do_samplers
mcmc_sampler.py
weighting_sampler.py
multivariate_weighting_sampler.py
__init__.py
kernel_density_sampler.py
data_transformer.py
api
causal_data_frame.py
__init__.py
interpreter.py
do_sampler.py
causal_refuters
placebo_treatment_refuter.py
data_subset_refuter.py
random_common_cause.py
add_unobserved_common_cause.py
bootstrap_refuter.py
__init__.py
dummy_outcome_refuter.py
causal_estimators
linear_regression_estimator.py
propensity_score_matching_estimator.py
propensity_score_weighting_estimator.py
propensity_score_stratification_estimator.py
propensity_score_estimator.py
econml.py
regression_discontinuity_estimator.py
causalml.py
__init__.py
instrumental_variable_estimator.py
data_transformers
pca_reducer.py
__init__.py
datasets.py
plotter.py
VERSION
__init__.py
causal_model.py
causal_graph.py
causal_refuter.py
interpreters
textual_interpreter.py
textual_effect_interpreter.py
propensity_balance_interpreter.py
__init__.py
visual_interpreter.py
LICENSE
azure-pipelines.yml
README.rst
setup.py
setup.cfg
tests
definitions.py
test_causal_model.py
do_sampler
test_pandas_do_api.py
test_causal_refuter.py
test_data_transformer.py
causal_refuters
test_add_unobserved_common_cause.py
test_dummy_outcome_refuter.py
test_data_subset_refuter.py
test_bootstrap_refuter.py
__init__.py
test_placebo_refuter.py
base.py
causal_estimators
test_causalml_estimator.py
test_propensity_score_stratification_estimator.py
test_instrumental_variable_estimator.py
test_linear_regression_estimator.py
test_propensity_score_weighting_estimator.py
test_propensity_score_matching_estimator.py
test_econml_estimator.py
test_regression_discontinuity_estimator.py
__init__.py
base.py
test_causal_estimator.py
data_transformers
test_pca_reducer.py
__init__.py
conftest.py
requirements.txt
.gitignore
docs
update_docs.sh
Makefile
source
code_repo.rst
Makefile
dowhy.causal_refuters.rst
example_graphs
simple_graph_example.dot
simple_graph_example.gml
dowhy.utils.rst
dowhy.data_transformers.rst
dowhy.causal_estimators.rst
readme.rst
dowhy.do_samplers.rst
example_notebooks
dowhy_lalonde_example.ipynb
dowhy_refutation_testing.ipynb
dowhy_ihdp_data_example.ipynb
dowhy_causal_api.ipynb
nb_index.rst
dowhy-conditional-treatment-effects.ipynb
lalonde_pandas_api.ipynb
dowhy_estimation_methods.ipynb
dowhy_twins_example .ipynb
dowhy_refuter_notebook.ipynb
dowhy_multiple_treatments.ipynb
dowhy_demo_dummy_outcome_refuter.ipynb
do_sampler_demo.ipynb
dowhy-simple-iv-example.ipynb
dowhy_confounder_example.ipynb
load_graph_example.ipynb
dowhy.api.rst
modules.rst
index.rst
conf.py
dowhy.rst
docs
images
_static
images
binder
environment.yml
apt.txt
MANIFEST.in