Function reference • aif360

AIF360 Setup

install_aif360(): Install aif360 and its dependencies

load_aif360_lib(): load functions

Algorithms

adversarial_debiasing(): Adversarial Debiasing

disparate_impact_remover(): Disparate Impact Remover

prejudice_remover(): Prejudice Remover

reject_option_classification(): Reject option classification

reweighing(): Reweighing

Datasets

binary_label_dataset(): AIF360 dataset

adult_dataset(): Adult Census Income Dataset

bank_dataset(): Bank Dataset

compas_dataset(): Compas Dataset

german_dataset(): German Dataset

law_school_gpa_dataset(): Law School GPA Dataset

Metrics

binary_label_dataset_metric(): Binary Label Dataset Metric

classification_metric(): Classification Metric