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comprehensiveopen-sourceover 70 fairness metrics70+ fairness metricsopen-source toolkitwidely used70 fairness metricsextensive
AI Fairness 360ai-fairness-360.orgAI Fairness 360 is an open-source toolkit (an LF AI incubation project) that helps users examine, report, and mitigate discrimination and bias in machine learning models across the AI lifecycle. It offers over 10 bias-mitigation algorithms and more than 70 fairness metrics, with Python and R implementations, and targets domains such as finance, human resources, healthcare, and education. The project provides industry-focused tutorials and use cases and invites community contributions via GitHub and mailing lists under The Linux Foundation.
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Excerpts where AI Fairness 360 appeared in the AI's answer
AI Fairness 360 (AIF360) : An extensive open-source Python and R toolkit developed by IBM.
AI Fairness 360 (AIF360) : Developed originally by IBM, this comprehensive extensible toolkit supports Python and R.
