fair-mango


Namefair-mango JSON
Version 0.1.1 PyPI version JSON
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home_pageNone
SummaryExplore your AI model's fairness
upload_time2024-07-23 15:10:00
maintainerNone
docs_urlNone
authorNone
requires_python>=3.10
licenseNone
keywords fairness ai ml machine learning xai explanaible ai
VCS
bugtrack_url
requirements No requirements were recorded.
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            # Fair Mango

Fair Mango is a Python package that helps developers evaluate their model's performance and fairness across different groups.

## Supported Fairness Metrics

- Demographic Parity / Statistical Parity
- Disparate Impact
- Equalised Odds
- Equality of Opportunity
- Predictive Rate Parity
- Group Benefit Disparity
- False Positive Rate
- False Negative Rate
- True Positive Rate / Sensitivity
- True Negative Rate / specificity

            

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