Index

C

compute_inner_and_outer_adjustment_ci() (in module error_parity.pareto_curve) compute_postprocessing_curve() (in module error_parity.pareto_curve)

constraint_violation() (error_parity.threshold_optimizer.RelaxedThresholdOptimizer method) cost() (error_parity.threshold_optimizer.RelaxedThresholdOptimizer method)

D

demographic_parity_violation() (error_parity.threshold_optimizer.RelaxedThresholdOptimizer method)

E

equalized_odds_violation() (error_parity.threshold_optimizer.RelaxedThresholdOptimizer method) error_parity.binarize module error_parity.classifiers module error_parity.cvxpy_utils module error_parity.evaluation module error_parity.pareto_curve module

error_parity.plotting module error_parity.roc_utils module error_parity.threshold_optimizer module error_rate_parity_constraint_violation() (error_parity.threshold_optimizer.RelaxedThresholdOptimizer method) evaluate_fairness() (in module error_parity.evaluation) evaluate_performance() (in module error_parity.evaluation) evaluate_predictions() (in module error_parity.evaluation) evaluate_predictions_bootstrap() (in module error_parity.evaluation)

F

fit() (error_parity.threshold_optimizer.RelaxedThresholdOptimizer method)

fit_and_evaluate_postprocessing() (in module error_parity.pareto_curve)

G

get_envelope_of_postprocessing_frontier() (in module error_parity.pareto_curve) global_prevalence (error_parity.threshold_optimizer.RelaxedThresholdOptimizer property) global_roc_point (error_parity.threshold_optimizer.RelaxedThresholdOptimizer property)

groupwise_prevalence (error_parity.threshold_optimizer.RelaxedThresholdOptimizer property) groupwise_roc_data (error_parity.threshold_optimizer.RelaxedThresholdOptimizer property) groupwise_roc_hulls (error_parity.threshold_optimizer.RelaxedThresholdOptimizer property) groupwise_roc_points (error_parity.threshold_optimizer.RelaxedThresholdOptimizer property)

M

module error_parity.binarize error_parity.classifiers error_parity.cvxpy_utils error_parity.evaluation error_parity.pareto_curve error_parity.plotting error_parity.roc_utils error_parity.threshold_optimizer

P

plot_postprocessing_frontier() (in module error_parity.plotting)

plot_postprocessing_solution() (in module error_parity.plotting) predict() (error_parity.threshold_optimizer.RelaxedThresholdOptimizer method)

R

RelaxedThresholdOptimizer (class in error_parity.threshold_optimizer)