fairlearn / fairlearn Star 2.2k Code Issues Pull requests Discussions A Python package to assess and improve fairness of machine learning models. machine-learning ai artificial-intelligence fairness ai-systems fairness-ai fairness-ml responsible-ai unfairness-mitigation fairness-assessment harms group-fairness Updated Nov 28, 2025 Python
wearepal / EthicML Star 24 Code Issues Pull requests Discussions Package for evaluating the performance of methods which aim to increase fairness, accountability and/or transparency data-science machine-learning computer-vision toolkit pytorch fairness ethical-artificial-intelligence machine-bias ethical-data-science fairness-awareness-model algorithmic-fairness fairness-ai fairness-ml responsible-ai fairness-assessment fairness-comparison Updated Sep 24, 2025 Python
fixouttech / fixout Star 4 Code Issues Pull requests Algorithmic inspection for trustworthy ML models data-science machine-learning ai fairness explainable-ai explainable-ml mlops ai-systems algorithmic-fairness fairness-ai responsible-ai unfairness-mitigation fairness-assessment fairness-indicators fairness-algorithms bias-measurement harms group-fairness trustworthy-ai ml-testing Updated May 4, 2025 Python
theresiavr / stairway-to-fairness Star 1 Code Issues Pull requests This hosts the code and appendix of the RecSys 2025 short paper "Stairway to Fairness: Connecting Group and Individual Fairness" evaluation recsys recommendation measures fairness fairness-ai fairness-ml fairness-assessment group-fairness llm fairness-metric recommender-system-evaluation recsys2025 Updated Oct 10, 2025 Python