What is this? A collection of existing tools that help spot, prevent, mitigate discrimination and bias in the design process of AI/ML-driven products and services.

What do I do? Please add any you know!

Design

Coded Fairness Toolkit

The Coded Fairness Toolkit

IBM AI Fairness 360

AI Fairness 360

AI Ethics Toolkit

Ethics & Algorithms Toolkit

Council of Europe

AI & discrimination

Foundation for Best Practices in Machine Learning

The Foundation for Best Practices in Machine Learning

Fairness & Non-Discrimination

Code/Engineering

https://github.com/pymetrics/audit-ai