FFB: A Fair Fairness Benchmark for In-Processing Group Fairness Methods.

[TMLR] Retiring ΔDP: New Distribution-Level Metrics for Demographic Parity

This repository provides some group fairness metrics to Machine Learning classifier of German Credit Scoring Dataset. It computes demographic parity, equal opportunity and equalized odd for the sensitive variable gender.

Robust probabilistic inference via a constrained transport metric

GitHub repository investigating gender bias in employee attrition prediction. Mitigate bias, promote fairness in workforce analytics. Code and resources for addressing gender disparities, improving decision-making