fairlens.metrics#

Collection of distance, correlation metrics and statistical tests.

Modules

fairlens.metrics.correlation

Collection of metrics, tests that measure the correlation between two univariate distributions.

fairlens.metrics.distance

Collection of metrics, tests that measure the distance, or similarity, between two univariate distributions.

fairlens.metrics.significance

Collection of methods which can be used to numerically or analytically compute p-values and confidence intervals.

fairlens.metrics.statistics

This module contains statistical measures for analyzing target variable distributions across sensitive groups.

fairlens.metrics.unified

Collection of helper methods which can be used as to interface metrics.