API reference

error_parity.threshold_optimizer	Solver for the relaxed equal odds problem.
error_parity.pareto_curve	Utils for computing the fairness-accuracy Pareto frontier of a classifier.
error_parity.plotting	Utils for plotting postprocessing frontier and postprocessing solution.
error_parity.evaluation	A set of functions to evaluate predictions on common performance and fairness metrics, possibly at a specified FPR or FNR target.
error_parity.binarize	Module to binarize continuous-score predictions.
error_parity.classifiers	Helper functions to construct and use randomized classifiers.
error_parity.cvxpy_utils	A set of helper functions for using cvxpy.
error_parity.roc_utils	Helper functions to solve the relaxed equal odds problem.