fairscoring.metrics

A collection fairness metrics to measure the bias of scores.

The package consists of multiple classes that cover different fairness concepts and distance metrics. A concrete fairness metric is an instance of these classes with a concrete parametrization.

There are recommended default instances are already included:

Metric	Bias
bias_cal	Calibration Bias
bias_ind	Independence Bias
bias_eo	Equal Opportunity Bias
bias_pe	Predictive Equality Bias

Submodules

• fairscoring.metrics.roc