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Trusted-AI/AIF360

AI Fairness 360 is an IBM Research toolkit for detecting and mitigating bias in machine learning models during the AI application lifecycle.

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The toolkit provides a comprehensive set of metrics to test datasets and models for biases, along with explanations for these metrics and algorithms to mitigate detected bias. Available in both Python and R, it supports extensibility through community contributions and targets application domains including finance, healthcare, human capital management, and education.

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