Fairness & Bias Mitigation

Comprehensive toolkit for detecting, understanding, and mitigating unwanted algorithmic bias in datasets and ML models.

Python package to assess and improve fairness of machine learning models. Provides metrics for disparity assessment and algorithms for unfairness mitigation with scikit-learn integration. MIT licensed.