Help Detect and Mitigate Bias in Machine Learning Models

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Documentation for package ‘aif360’ version 0.1.0

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adult_dataset Adult Census Income Dataset
adversarial_debiasing Adversarial Debiasing
aif_dataset AIF360 dataset
bank_dataset Bank Dataset
binary_label_dataset_metric Binary Label Dataset Metric
classification_metric Classification Metric
compas_dataset Compas Dataset
disparate_impact_remover Disparate Impact Remover
german_dataset German Dataset
install_aif360 Install aif360 and its dependencies
load_aif360_lib load functions
prejudice_remover Prejudice Remover
reject_option_classification Reject option classification
reweighing Reweighing