All modules for which code is available

• holisticai.bias.metrics._classification
• holisticai.bias.metrics._clustering
• holisticai.bias.metrics._multiclass
• holisticai.bias.metrics._recommender
• holisticai.bias.metrics._regression
• holisticai.bias.mitigation.inprocessing.adversarial_debiasing.transformer
• holisticai.bias.mitigation.inprocessing.exponentiated_gradient.transformer
• holisticai.bias.mitigation.inprocessing.fair_k_center_clustering.transformer
• holisticai.bias.mitigation.inprocessing.fair_k_mediam_clustering.transformer
• holisticai.bias.mitigation.inprocessing.fair_scoring_classifier.transformer
• holisticai.bias.mitigation.inprocessing.fairlet_clustering.transformer
• holisticai.bias.mitigation.inprocessing.grid_search.transformer
• holisticai.bias.mitigation.inprocessing.matrix_factorization.blind_spot_aware
• holisticai.bias.mitigation.inprocessing.matrix_factorization.debiasing_learning.transformer
• holisticai.bias.mitigation.inprocessing.matrix_factorization.popularity_propensity
• holisticai.bias.mitigation.inprocessing.meta_fair_classifier.transformer
• holisticai.bias.mitigation.inprocessing.prejudice_remover.transformer
• holisticai.bias.mitigation.inprocessing.two_sided_fairness.transformer
• holisticai.bias.mitigation.inprocessing.variational_fair_clustering.transformer
• holisticai.bias.mitigation.postprocessing.calibrated_eq_odds_postprocessing
• holisticai.bias.mitigation.postprocessing.debiasing_exposure.transformer
• holisticai.bias.mitigation.postprocessing.disparate_impact_remover_rs
• holisticai.bias.mitigation.postprocessing.eq_odds_postprocessing
• holisticai.bias.mitigation.postprocessing.fair_topk.transformer
• holisticai.bias.mitigation.postprocessing.lp_debiaser.binary_balancer.transformer
• holisticai.bias.mitigation.postprocessing.lp_debiaser.multiclass_balancer.transformer
• holisticai.bias.mitigation.postprocessing.mcmf_clustering.transformer
• holisticai.bias.mitigation.postprocessing.ml_debiaser.transformer
• holisticai.bias.mitigation.postprocessing.plugin_estimator_and_recalibration.transformer
• holisticai.bias.mitigation.postprocessing.reject_option_classification
• holisticai.bias.mitigation.postprocessing.wasserstein_barycenters.transformer
• holisticai.bias.mitigation.preprocessing.correlation_remover
• holisticai.bias.mitigation.preprocessing.disparate_impact_remover
• holisticai.bias.mitigation.preprocessing.fairlet_clustering.transformer
• holisticai.bias.mitigation.preprocessing.learning_fair_representation
• holisticai.bias.mitigation.preprocessing.reweighing
• holisticai.bias.plots._classification
• holisticai.bias.plots._multiclass
• holisticai.bias.plots._recommender
• holisticai.bias.plots._regression
• holisticai.bias.plots._report
• holisticai.datasets._dataloaders
• holisticai.datasets._dataset
• holisticai.datasets._load_dataset
• holisticai.explainability.metrics.global_feature_importance._alpha_score
• holisticai.explainability.metrics.global_feature_importance._fluctuation_ratio
• holisticai.explainability.metrics.global_feature_importance._importance_spread
• holisticai.explainability.metrics.global_feature_importance._rank_alignment
• holisticai.explainability.metrics.local_feature_importance._importance_stability
• holisticai.explainability.metrics.local_feature_importance._rank_consistency
• holisticai.explainability.metrics.surrogate._classification
• holisticai.explainability.metrics.surrogate._regression
• holisticai.explainability.metrics.surrogate._stability
• holisticai.explainability.metrics.tree._tree
• holisticai.explainability.plots._feature_importance
• holisticai.explainability.plots._partial_dependencies
• holisticai.explainability.plots._tree
• holisticai.pipeline._pipeline
• holisticai.robustness.attackers.classification.hop_skip_jump
• holisticai.robustness.attackers.classification.zeroth_order_optimization
• holisticai.robustness.attackers.regression.gb_attackers
• holisticai.robustness.metrics.classification._binary_classification
• holisticai.robustness.metrics.dataset_shift._accuracy_degradation_profile
• holisticai.robustness.plots._dataset_shift
• holisticai.security.metrics._anonymization
• holisticai.security.metrics._attribute_attack
• holisticai.security.metrics._data_minimization
• holisticai.security.metrics._privacy_risk_score
• holisticai.security.metrics._shapr
• holisticai.security.mitigation._anonymization