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5 search results found

Aif360 ⭐ 2,293

A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.

Aequitas ⭐ 606

Bias and Fairness Audit Toolkit

Responsibly ⭐ 41

Toolkit for Auditing and Mitigating Bias and Fairness of Machine Learning Systems 🔎🤖🧰

Bias In Credit Models ⭐ 13

Examples of unfairness detection for a classification-based credit model

Article Information 2019 ⭐ 10

Article for Special Edition of Information: Machine Learning with Python

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