Bias and Fairness Audit Toolkit

The Bias Report is powered by Biasfix, an open-source bias audit toolkit for machine learning developers, analysts, and policymakers to audit machine learning models for discrimination and bias, and make informed and equitable decisions around developing and deploying predictive risk-assessment tools.

See an example report on COMPAS risk assessment scores.

Or try out the audit tool using your own data or one of our sample data sets.