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Trusted-AI / AIF360

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.
https://aif360.res.ibm.com/
Apache License 2.0
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List of 70 Metrics #275

Closed OGK0 closed 3 years ago

OGK0 commented 3 years ago

Hello,

This is a simple question - Can someone point me to the master list of 70+ fairness metrics ? I read on the AI 360 site that "There are more than 70 metrics in the GitHub repository already. Add new metrics to the repository and use the Slack channel to let the community know about them." (https://aif360.mybluemix.net/).

Apologies if I missed the link. Thanks in advance.

krvarshney commented 3 years ago

The various metrics are listed in the following places in the API documentation:

nrkarthikeyan commented 3 years ago

Closing in lieu of @krvarshney 's response