LICENSE
MANIFEST.in
README.md
setup.py
aif360/README.md
aif360/__init__.py
aif360/decorating_metaclass.py
aif360/version.py
aif360.egg-info/PKG-INFO
aif360.egg-info/SOURCES.txt
aif360.egg-info/dependency_links.txt
aif360.egg-info/not-zip-safe
aif360.egg-info/requires.txt
aif360.egg-info/top_level.txt
aif360/algorithms/__init__.py
aif360/algorithms/transformer.py
aif360/algorithms/inprocessing/__init__.py
aif360/algorithms/inprocessing/adversarial_debiasing.py
aif360/algorithms/inprocessing/art_classifier.py
aif360/algorithms/inprocessing/exponentiated_gradient_reduction.py
aif360/algorithms/inprocessing/gerryfair_classifier.py
aif360/algorithms/inprocessing/grid_search_reduction.py
aif360/algorithms/inprocessing/meta_fair_classifier.py
aif360/algorithms/inprocessing/prejudice_remover.py
aif360/algorithms/inprocessing/celisMeta/FalseDiscovery.py
aif360/algorithms/inprocessing/celisMeta/General.py
aif360/algorithms/inprocessing/celisMeta/StatisticalRate.py
aif360/algorithms/inprocessing/celisMeta/__init__.py
aif360/algorithms/inprocessing/gerryfair/__init__.py
aif360/algorithms/inprocessing/gerryfair/auditor.py
aif360/algorithms/inprocessing/gerryfair/classifier_history.py
aif360/algorithms/inprocessing/gerryfair/clean.py
aif360/algorithms/inprocessing/gerryfair/fairness_plots.py
aif360/algorithms/inprocessing/gerryfair/heatmap.py
aif360/algorithms/inprocessing/gerryfair/learner.py
aif360/algorithms/inprocessing/gerryfair/reg_oracle_class.py
aif360/algorithms/inprocessing/kamfadm-2012ecmlpkdd/__init__.py
aif360/algorithms/inprocessing/kamfadm-2012ecmlpkdd/predict_lr.py
aif360/algorithms/inprocessing/kamfadm-2012ecmlpkdd/train_pr.py
aif360/algorithms/inprocessing/kamfadm-2012ecmlpkdd/fadm/__init__.py
aif360/algorithms/inprocessing/kamfadm-2012ecmlpkdd/fadm/lr/__init__.py
aif360/algorithms/inprocessing/kamfadm-2012ecmlpkdd/fadm/lr/pr.py
aif360/algorithms/inprocessing/kamfadm-2012ecmlpkdd/fadm/util/__init__.py
aif360/algorithms/inprocessing/kamfadm-2012ecmlpkdd/fadm/util/_base.py
aif360/algorithms/postprocessing/__init__.py
aif360/algorithms/postprocessing/calibrated_eq_odds_postprocessing.py
aif360/algorithms/postprocessing/deterministic_reranking.py
aif360/algorithms/postprocessing/eq_odds_postprocessing.py
aif360/algorithms/postprocessing/reject_option_classification.py
aif360/algorithms/preprocessing/__init__.py
aif360/algorithms/preprocessing/disparate_impact_remover.py
aif360/algorithms/preprocessing/lfr.py
aif360/algorithms/preprocessing/optim_preproc.py
aif360/algorithms/preprocessing/reweighing.py
aif360/algorithms/preprocessing/lfr_helpers/__init__.py
aif360/algorithms/preprocessing/lfr_helpers/helpers.py
aif360/algorithms/preprocessing/optim_preproc_helpers/__init__.py
aif360/algorithms/preprocessing/optim_preproc_helpers/data_preproc_functions.py
aif360/algorithms/preprocessing/optim_preproc_helpers/distortion_functions.py
aif360/algorithms/preprocessing/optim_preproc_helpers/opt_tools.py
aif360/data/README.md
aif360/data/raw/README.md
aif360/data/raw/adult/README.md
aif360/data/raw/bank/README.md
aif360/data/raw/compas/README.md
aif360/data/raw/german/README.md
aif360/data/raw/meps/README.md
aif360/data/raw/meps/generate_data.R
aif360/datasets/__init__.py
aif360/datasets/adult_dataset.py
aif360/datasets/bank_dataset.py
aif360/datasets/binary_label_dataset.py
aif360/datasets/compas_dataset.py
aif360/datasets/dataset.py
aif360/datasets/german_dataset.py
aif360/datasets/law_school_gpa_dataset.py
aif360/datasets/lime_encoder.py
aif360/datasets/meps_dataset_panel19_fy2015.py
aif360/datasets/meps_dataset_panel20_fy2015.py
aif360/datasets/meps_dataset_panel21_fy2016.py
aif360/datasets/multiclass_label_dataset.py
aif360/datasets/regression_dataset.py
aif360/datasets/standard_dataset.py
aif360/datasets/structured_dataset.py
aif360/detectors/__init__.py
aif360/detectors/mdss_detector.py
aif360/detectors/mdss/MDSS.py
aif360/detectors/mdss/__init__.py
aif360/detectors/mdss/generator.py
aif360/detectors/mdss/ScoringFunctions/BerkJones.py
aif360/detectors/mdss/ScoringFunctions/Bernoulli.py
aif360/detectors/mdss/ScoringFunctions/Gaussian.py
aif360/detectors/mdss/ScoringFunctions/Poisson.py
aif360/detectors/mdss/ScoringFunctions/ScoringFunction.py
aif360/detectors/mdss/ScoringFunctions/__init__.py
aif360/detectors/mdss/ScoringFunctions/optim.py
aif360/explainers/__init__.py
aif360/explainers/explainer.py
aif360/explainers/metric_json_explainer.py
aif360/explainers/metric_text_explainer.py
aif360/metrics/__init__.py
aif360/metrics/binary_label_dataset_metric.py
aif360/metrics/classification_metric.py
aif360/metrics/dataset_metric.py
aif360/metrics/mdss_classification_metric.py
aif360/metrics/metric.py
aif360/metrics/ot_metric.py
aif360/metrics/regression_metric.py
aif360/metrics/sample_distortion_metric.py
aif360/metrics/utils.py
aif360/sklearn/README.md
aif360/sklearn/__init__.py
aif360/sklearn/utils.py
aif360/sklearn/datasets/__init__.py
aif360/sklearn/datasets/compas_dataset.py
aif360/sklearn/datasets/lawschool_dataset.py
aif360/sklearn/datasets/meps_datasets.py
aif360/sklearn/datasets/openml_datasets.py
aif360/sklearn/datasets/utils.py
aif360/sklearn/detectors/__init__.py
aif360/sklearn/detectors/detectors.py
aif360/sklearn/inprocessing/__init__.py
aif360/sklearn/inprocessing/adversarial_debiasing.py
aif360/sklearn/inprocessing/exponentiated_gradient_reduction.py
aif360/sklearn/inprocessing/grid_search_reduction.py
aif360/sklearn/inprocessing/infairness.py
aif360/sklearn/metrics/__init__.py
aif360/sklearn/metrics/metrics.py
aif360/sklearn/postprocessing/__init__.py
aif360/sklearn/postprocessing/calibrated_equalized_odds.py
aif360/sklearn/postprocessing/reject_option_classification.py
aif360/sklearn/preprocessing/__init__.py
aif360/sklearn/preprocessing/fairadapt.R
aif360/sklearn/preprocessing/fairadapt.py
aif360/sklearn/preprocessing/learning_fair_representations.py
aif360/sklearn/preprocessing/reweighing.py
docs/Makefile
docs/README.md
docs/make.bat
docs/source/CONTRIBUTING.rst
docs/source/Getting Started.rst
docs/source/conf.py
docs/source/index.rst
docs/source/modules/algorithms.rst
docs/source/modules/datasets.rst
docs/source/modules/explainers.rst
docs/source/modules/metrics.rst
docs/source/modules/sklearn.rst
docs/source/static/style.css
docs/source/templates/base.rst
docs/source/templates/class.rst
examples/README.md
examples/common_utils.py
examples/demo_adversarial_debiasing.ipynb
examples/demo_calibrated_eqodds_postprocessing.ipynb
examples/demo_deterministic_reranking.ipynb
examples/demo_disparate_impact_remover.ipynb
examples/demo_exponentiated_gradient_reduction.ipynb
examples/demo_gerryfair.ipynb
examples/demo_json_explainers.ipynb
examples/demo_lfr.ipynb
examples/demo_lime.ipynb
examples/demo_mdss_classifier_metric.ipynb
examples/demo_mdss_detector.ipynb
examples/demo_meta_classifier.ipynb
examples/demo_optim_data_preproc.ipynb
examples/demo_optim_preproc_adult.ipynb
examples/demo_ot_metric.ipynb
examples/demo_reject_option_classification.ipynb
examples/demo_reweighing_preproc.ipynb
examples/demo_short_gerryfair_test.ipynb
examples/tutorial_bias_advertising.ipynb
examples/tutorial_credit_scoring.ipynb
examples/tutorial_medical_expenditure.ipynb
examples/images/Complex_NoProc_V3.jpg
examples/sklearn/demo_exponentiated_gradient_reduction_sklearn.ipynb
examples/sklearn/demo_fairadapt_sklearn.ipynb
examples/sklearn/demo_grid_search_reduction_classification_sklearn.ipynb
examples/sklearn/demo_grid_search_reduction_regression_sklearn.ipynb
examples/sklearn/demo_learning_fair_representations.ipynb
examples/sklearn/demo_mdss_bias_scan.ipynb
examples/sklearn/demo_mdss_classifier_metric_sklearn.ipynb
examples/sklearn/demo_new_features.ipynb
examples/sklearn/demo_reject_option_classification.ipynb
examples/sklearn/demo_sensei_infairness.ipynb
examples/sklearn/monthly_bee_datasets_metrics.ipynb
tests/README.md
tests/__init__.py
tests/notebook_runner.py
tests/test_classification_metric.py
tests/test_demo_adversarial_debiasing.py
tests/test_demo_calibrated_eqodds_postprocessing.py
tests/test_demo_exp_grad_red.py
tests/test_demo_lfr.py
tests/test_demo_mdss_classifier_metric.py
tests/test_demo_optim_data_preproc.py
tests/test_demo_reject_option_classification.py
tests/test_demo_reweighing_preproc.py
tests/test_deterministic_reranking.py
tests/test_differential_fairness.py
tests/test_disparate_impact_remover.py
tests/test_eq_odds_postprocessing.py
tests/test_gerryfair.py
tests/test_lfr.py
tests/test_meta_classifier.py
tests/test_ot_metric.py
tests/test_regression_metric.py
tests/test_reweighing.py
tests/test_sample_distortion_metric.py
tests/test_standard_datasets.py
tests/test_structured_dataset.py
tests/sklearn/__init__.py
tests/sklearn/conftest.py
tests/sklearn/test_adversarial_debiasing.py
tests/sklearn/test_calibrated_equalized_odds.py
tests/sklearn/test_datasets.py
tests/sklearn/test_demo_exp_grad_red_sklearn.py
tests/sklearn/test_demo_grid_search_red_sklearn.py
tests/sklearn/test_demo_mdss_classifier_metric_sklearn.py
tests/sklearn/test_fairadapt.py
tests/sklearn/test_infairness.py
tests/sklearn/test_learning_fair_representations.py
tests/sklearn/test_metrics.py
tests/sklearn/test_reject_option_classification.py
tests/sklearn/test_reweighing.py