demographic-parity
There are 5 repositories under demographic-parity topic.
ahxt/fair_fairness_benchmark
FFB: A Fair Fairness Benchmark for In-Processing Group Fairness Methods.
ahxt/new_metric_for_demographic_parity
[TMLR] Retiring ΔDP: New Distribution-Level Metrics for Demographic Parity
jmsquare/fairness-metrics
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.
LikhitaVadapally/GenderBias-in-Employee-Attrition-prediction-Model
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
zovialpapai/D-BETEL
Robust probabilistic inference via a constrained transport metric