1.EthicalML / awesome-production-machine-learningA curated list of awesome open source libraries to deploy, monitor, version and scale your machine learningmachine-learningmlopsinterpretabilityexplainabilityresponsible-aideep-learning+13 moreMIT21K total2.6K forks+305 starsfrom 20,758 · score 5.72
2.shap / shapA game theoretic approach to explain the output of any machine learning model.interpretabilitymachine-learningdeep-learninggradient-boostingshapshapley+1 moreJupyter NotebookMIT26K total3.8K forks+228 starsfrom 25,614 · score 5.43
3.interpretml / interpretFit interpretable models. Explain blackbox machine learning. machine-learninginterpretabilitygradient-boostingblackboxscikit-learnxai+13 moreC++MIT7K total798 forks+83 starsfrom 6,892 · score 4.43