Man pages for fairmodels
Flexible Tool for Bias Detection, Visualization, and Mitigation

adultAdult dataset
adult_testAdult test dataset
all_cutoffsAll cutoffs
calculate_group_fairness_metricsCalculate fairness metrics in groups
ceteris_paribus_cutoffCeteris paribus cutoff
choose_metricChoose metric
compasModified COMPAS dataset
confusion_matrxConfusion matrix
disparate_impact_removerDisparate impact remover
expand_fairness_objectExpand Fairness Object
fairness_checkFairness check
fairness_check_regressionFairness check regression
fairness_heatmapFairness heatmap
fairness_pcaFairness PCA
fairness_radarFairness radar
germanModified German Credit data dataset
group_matricesGroup confusion matrices
group_metricGroup metric
group_model_performanceGroup model performance
metric_scoresMetric scores
performance_and_fairnessPerformance and fairness
plot_all_cutoffsPlot all cutoffs
plot_ceteris_paribus_cutoffCeteris paribus cutoff plot
plot_chosen_metricPlot chosen metric
plot_densityPlot fairness object
plot_fairmodelsPlot fairmodels
plot_fairness_heatmapPlot Heatmap
plot_fairness_objectPlot fairness object
plot_fairness_pcaPlot fairness PCA
plot_fairness_radarPlot fairness radar
plot_fairness_regression_objectPlot fairness regression object
plot_group_metricPlot group metric
plot_metric_scoresPlot metric scores
plot_performance_and_fairnessPlot fairness and performance
plot_stacked_barplotStack metrics
plot_stacked_metricsPlot stacked Metrics
pre_process_dataPre-process data
print_all_cutoffsPrint all cutoffs
print_ceteris_paribus_cutoffPrint ceteris paribus cutoff
print_chosen_metricPrint chosen metric
print_fairness_heatmapPrint fairness heatmap
print_fairness_objectPrint Fairness Object
print_fairness_pcaPrint fairness PCA
print_fairness_radarPrint fairness radar
print_fairness_regression_objectPrint Fairness Regression Object
print_group_metricPrint group metric
print_metric_scoresPrint metric scores data
print_performance_and_fairnessPrint performance and fairness
print_stacked_metricsPrint stacked metrics
regression_metricsRegression metrics
resampleResample
reweightReweight
roc_pivotReject Option based Classification pivot
fairmodels documentation built on May 31, 2021, 5:07 p.m.