Governance
Fairlearn
Measure group fairness and apply mitigation methods to machine learning models.
2.3K GitHub starsAs of Checked
Where it fits
What you can use it for
Teams assessing how model outcomes differ across groups.
Apply policy, document risks and check system behaviour.
Before you adopt
What to check for your team
Choose fairness measures with domain experts. The library supports assessment; it does not establish fairness or compliance on its own.
Get help evaluating the fitLicence and scope
MIT
Applies to this repository. Dependencies, model weights, datasets and hosted services can have separate terms.
Read the upstream licenceSupport the work
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