BiomedSciAI/causallib

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LICENSE
causallib/README.md
causallib/__init__.py1
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causallib/analysis/__init__.py0
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causallib/contrib/README.md
causallib/contrib/__init__.py0
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causallib/contrib/adversarial_balancing/__init__.py1
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causallib/contrib/adversarial_balancing/adversarial_balancing.py170
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causallib/contrib/adversarial_balancing/classifier_selection.py82
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causallib/contrib/faissknn.py91
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causallib/contrib/hemm/README.md
causallib/contrib/hemm/__init__.py1
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causallib/contrib/hemm/gen_synthetic_data.py146
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causallib/contrib/hemm/hemm.py310
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causallib/contrib/hemm/hemm_api.py166
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causallib/contrib/hemm/hemm_metrics.py92
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causallib/contrib/hemm/hemm_outcome_models.py40
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causallib/contrib/hemm/hemm_utilities.py66
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causallib/contrib/hemm/load_ihdp_data.py61
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causallib/contrib/requirements.txt
causallib/contrib/shared_sparsity_selection/__init__.py1
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causallib/contrib/shared_sparsity_selection/shared_sparsity_selection.py143
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causallib/contrib/sklearn_scorer_wrapper/__init__.py1
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causallib/contrib/sklearn_scorer_wrapper/sklearn_scorer_wrapper.py23
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causallib/datasets/README.md
causallib/datasets/__init__.py2
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causallib/datasets/data/acic_challenge_2016/LICENSE
causallib/datasets/data/acic_challenge_2016/README.md
causallib/datasets/data/acic_challenge_2016/x.csv
causallib/datasets/data/acic_challenge_2016/zymu_1.csv
causallib/datasets/data/acic_challenge_2016/zymu_10.csv
causallib/datasets/data/acic_challenge_2016/zymu_2.csv
causallib/datasets/data/acic_challenge_2016/zymu_3.csv
causallib/datasets/data/acic_challenge_2016/zymu_4.csv
causallib/datasets/data/acic_challenge_2016/zymu_5.csv
causallib/datasets/data/acic_challenge_2016/zymu_6.csv
causallib/datasets/data/acic_challenge_2016/zymu_7.csv
causallib/datasets/data/acic_challenge_2016/zymu_8.csv
causallib/datasets/data/acic_challenge_2016/zymu_9.csv
causallib/datasets/data/nhefs/LICENSE
causallib/datasets/data/nhefs/NHEFS.csv
causallib/datasets/data/nhefs/NHEFS_codebook.csv
causallib/datasets/data_loader.py144
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causallib/estimation/README.md
causallib/estimation/__init__.py9
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causallib/estimation/base_estimator.py187
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causallib/estimation/base_weight.py137
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causallib/estimation/doubly_robust.py399
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causallib/estimation/ipw.py198
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causallib/estimation/marginal_outcome.py63
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