fairmango 0.1.1
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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