fairness-testing topic

A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.

Trusted-AI

Bias Auditing & Fair ML Toolkit

dssg

Examples of unfairness detection for a classification-based credit model

valeria-io

Toolkit for Auditing and Mitigating Bias and Fairness of Machine Learning Systems 🔎🤖🧰

ResponsiblyAI

A curated list of Robust Machine Learning papers/articles and recent advancements.

monk1337