BiomedSciAI/causallib

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NameLines of codeMaintainabilityTest coverage
causallib/estimation/matching.py709
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causallib/estimation/overlap_weights.py105
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causallib/estimation/rlearner.py311
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causallib/estimation/standardization.py238
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causallib/estimation/tmle.py276
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causallib/estimation/xlearner.py198
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causallib/evaluation/README.md
causallib/evaluation/__init__.py3
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causallib/evaluation/evaluator.py208
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causallib/evaluation/metrics.py103
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causallib/evaluation/plots/__init__.py1
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causallib/evaluation/plots/curve_data_makers.py240
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causallib/evaluation/plots/data_extractors.py174
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causallib/evaluation/plots/mixins.py332
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causallib/evaluation/plots/plots.py886
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causallib/evaluation/predictions.py178
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causallib/evaluation/predictor.py192
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causallib/evaluation/results.py167
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causallib/evaluation/scoring.py111
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causallib/metrics/__init__.py7
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causallib/metrics/outcome_metrics.py63
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causallib/metrics/propensity_metrics.py125
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causallib/metrics/scorers.py136
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causallib/metrics/weight_metrics.py110
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causallib/model_selection/__init__.py7
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causallib/model_selection/search.py132
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causallib/model_selection/split.py56
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causallib/preprocessing/README.md
causallib/preprocessing/__init__.py0
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causallib/preprocessing/confounder_selection.py217
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causallib/preprocessing/filters.py190
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causallib/preprocessing/transformers.py416
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causallib/simulation/CausalSimulator3.py1,280
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causallib/simulation/__init__.py0
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causallib/survival/README.md
causallib/survival/__init__.py15
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causallib/survival/base_survival.py66
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causallib/survival/marginal_survival.py18
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causallib/survival/regression_curve_fitter.py83
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causallib/survival/standardized_survival.py149
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causallib/survival/survival_utils.py208
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causallib/survival/univariate_curve_fitter.py88
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causallib/survival/weighted_standardized_survival.py95
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causallib/survival/weighted_survival.py101
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causallib/utils/__init__.py0
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causallib/utils/crossfit.py52
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causallib/utils/exceptions.py7
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causallib/utils/general_tools.py151
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causallib/utils/stat_utils.py171
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requirements.txt