Model, explanation & bias | Bias mitigation strategies | Pre-processing techniques | Distribution changing | Reweighting | Resampling | Post-processing techniques | ROC pivot | Cutoff manipulation | Tradeoff between bias and accuracy | Checking fairness on a test set | Summary | References

fairmodels | Why? | Data | Basic features | fairness check | plot density | Metric scores plot | fairness object - idea | What consists of fairness object? | Choosing best model | Stacked Barplot | Plot metric | Plot fairness PCA | Plot Heatmap | Metric and Performance Plot | Group Metric | Radar plot | Custom cutoff | All cutoffs | Ceteris paribus cutoff | Summary | References