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.

Bias Auditing & Fair ML Toolkit

LangFair is a Python library for conducting use-case level LLM bias and fairness assessments

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

FaireduPlus: Enhancing Intersectional Fairness in Education-Focused Machine Learning Using Synthetic Data

An official implementation for "Fairness Evaluation in Deepfake Detection Models using Metamorphic Testing"

Search-Based Fairness Testing

Agent Indoctrination – AI Safety, Bias, Fairness, Ethics & Compliance Testing Framework 🚀

Simulate different outcomes and the probability of each player winning, in our team's game, 'Doggo Quest', during the King card game challenge.