Popular GitHub Repositories for Discrimination

A library that implements fairness-aware machine learning algorithms

A collection of news articles, books, and papers on Responsible AI cases. The purpose is to study these cases and learn from them to avoid repeating the failures of the past.

List of references about Machine Learning bias and ethics

R package for computing and visualizing fair ML metrics

A Frisch-Waugh-Lovell inspired algorithm to mitigate potential discrimination on protected class features in supervised ML