Bias Detection

awful-ai

A curated list tracking current scary and unethical uses of AI to raise awareness of its societal misuses.

AI Fairness 360Python

An extensible open-source toolkit for detecting, mitigating, and explaining bias in machine learning datasets and models.

FairMLPython

A Python toolbox for auditing machine learning models to detect and quantify bias in black-box predictions.

Awesome Fairness in AI

A curated list of resources for understanding, measuring, and mitigating fairness issues in artificial intelligence and machine learning systems.