Fairlearn
JSON →Fairlearn is a Python package designed to help data scientists and developers assess and improve the fairness of machine learning models. It provides algorithms for fairness assessment and mitigation, integrating seamlessly with scikit-learn pipelines. The current version is 0.13.0, and it maintains an active release cadence with minor updates and improvements released every few months.
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Resources
homepagefairlearn.org ↗
API endpoints
full doc /v1/registry/fairlearn
install /v1/registry/fairlearn/install
compatibility /v1/registry/fairlearn/compatibility