API for fairmodels
Flexible Tool for Bias Detection, Visualization, and Mitigation
| Global functions | |
|---|---|
| adult | Man page |
| adult_test | Man page |
| all_cutoffs | Man page Source code |
| assert_base_metrics | Source code |
| assert_different_label | Source code |
| assert_equal_parameters | Source code |
| assert_parity_metrics | Source code |
| assert_performance_metrics | Source code |
| bucketize | Source code |
| calculate_group_fairness_metrics | Man page Source code |
| calculate_parity_loss | Source code |
| ceteris_paribus_cutoff | Man page Source code |
| check_explainers | Source code |
| check_explainers_clf | Source code |
| check_explainers_reg | Source code |
| check_fobjects | Source code |
| check_if_numeric_and_single | Source code |
| check_labels | Source code |
| check_list_elements_numeric | Source code |
| check_names_in_names_vector | Source code |
| check_privileged | Source code |
| check_protected | Source code |
| check_unique_names | Source code |
| check_values | Source code |
| choose_metric | Man page Source code |
| colors_fairmodels | Source code |
| compas | Man page |
| confusion_matrix | Man page Source code |
| coord_radar | Source code |
| disparate_impact_remover | Man page Source code |
| drop_metrics_with_na | Source code |
| expand_fairness_object | Man page Source code |
| extract_data | Source code |
| fairness_check | Man page Source code |
| fairness_check_metrics | Source code |
| fairness_check_regression | Man page Source code |
| fairness_heatmap | Man page Source code |
| fairness_pca | Man page Source code |
| fairness_radar | Man page Source code |
| filter_fairness_check_metrics | Source code |
| german | Man page |
| get_nice_ticks | Source code |
| get_objects | Source code |
| group_matrices | Man page Source code |
| group_metric | Man page Source code |
| group_model_performance | Man page Source code |
| metric_scores | Man page Source code |
| model_performance_accuracy | Source code |
| model_performance_f1 | Source code |
| model_performance_precision | Source code |
| model_performance_recall | Source code |
| parity_loss_metrics | Source code |
| performance_and_fairness | Man page Source code |
| plot.all_cutoffs | Man page Source code |
| plot.ceteris_paribus_cutoff | Man page Source code |
| plot.chosen_metric | Man page Source code |
| plot.fairness_heatmap | Man page Source code |
| plot.fairness_object | Man page Source code |
| plot.fairness_pca | Man page Source code |
| plot.fairness_radar | Man page Source code |
| plot.fairness_regression_object | Man page Source code |
| plot.group_metric | Man page Source code |
| plot.metric_scores | Man page Source code |
| plot.performance_and_fairness | Man page Source code |
| plot.stacked_metrics | Man page Source code |
| plot_density | Man page Source code |
| plot_fairmodels | Man page Source code |
| plot_fairmodels.default | Man page Source code |
| plot_fairmodels.explainer | Man page Source code |
| plot_fairmodels.fairness_object | Man page Source code |
| pre_process_data | Man page Source code |
| print.all_cutoffs | Man page Source code |
| print.ceteris_paribus_cutoff | Man page Source code |
| print.chosen_metric | Man page Source code |
| print.fairness_heatmap | Man page Source code |
| print.fairness_object | Man page Source code |
| print.fairness_pca | Man page Source code |
| print.fairness_radar | Man page Source code |
| print.fairness_regression_object | Man page Source code |
| print.group_metric | Man page Source code |
| print.metric_scores | Man page Source code |
| print.performance_and_fairness | Man page Source code |
| print.stacked_metrics | Man page Source code |
| quiet | Source code |
| r_rescale | Source code |
| readable_number | Source code |
| regression_metrics | Man page Source code |
| rename_data | Source code |
| render_bg_function | Source code |
| resample | Man page Source code |
| reweight | Man page Source code |
| roc_pivot | Man page Source code |
| stack_metrics | Man page Source code |
| theta_rescale | Source code |
| verbose_cat | Source code |
