AI Fairness 360 is an open source software platform designed to help identify and mitigate algorithmic bias in data sets. AIF360 also provides an audit trail for any changes made to the data so that these changes can be tracked and evaluated.
AIF360’s algorithms help find and explain bias in a variety of ways, including fairness metrics, statistical parity measures, group fairness measures, average odds difference, Theil index, Manhattan distance, and more. It also includes several visualizations to make it easier for users to understand how their models perform with respect to different groups.
Sign up at the VirtuosAI website for the best AIF360 package that fits your needs. We are experts in AI and Machine learning solutions, providing consulting and services tailored to solve all types of algorithmic bias issues.