unfair-data-generator

• Unfair Classification
  • make_unfair_classification()
• Util
  • helpers
    • get_class_name()
    • get_group_marker()
    • get_group_name()
    • get_params_for_certain_equality_type()
  • model_trainer
    • evaluate_fairness_by_group()
    • train_and_evaluate_model_with_classifier()
  • visualizer
    • visualize_TPR_FPR_metrics()
    • visualize_accuracy()
    • visualize_group_classes()
    • visualize_groups_separately()