Index

_

__call__() (callmefair.mitigation.fair_log.csvLogger method)

__check_path__() (callmefair.mitigation.fair_log.csvLogger method) __str__() (callmefair.CType method)

A

aggregate_csv_files() (in module callmefair.mitigation.fair_log)

attribute_names (callmefair.BiasSearch attribute) (callmefair.search.fair_search.BiasSearch attribute)

B

balanced_acc (callmefair.BMMetrics attribute) (callmefair.util.fair_util.BMMetrics attribute) BaseSearch (class in callmefair) BiasSearch (class in callmefair) (class in callmefair.search.fair_search) BM_attr (callmefair.BMInterface attribute) (callmefair.util.fair_util.BMInterface attribute) bm_list (callmefair.BMGridSearch attribute) (callmefair.mitigation.fair_grid.BMGridSearch attribute) BMGridSearch (class in callmefair) (class in callmefair.mitigation.fair_grid) bmI (callmefair.BMGridSearch attribute) (callmefair.BMManager attribute) (callmefair.BMMetrics attribute) (callmefair.mitigation.fair_bm.BMManager attribute) (callmefair.mitigation.fair_grid.BMGridSearch attribute) (callmefair.util.fair_util.BMMetrics attribute)

BMInterface (class in callmefair) (class in callmefair.util.fair_util) BMManager (class in callmefair) (class in callmefair.mitigation.fair_bm) BMMetrics (class in callmefair) (class in callmefair.util.fair_util) bmMR (callmefair.BMGridSearch attribute) (callmefair.mitigation.fair_grid.BMGridSearch attribute) BMnames (class in callmefair.util.fair_util) BMType (class in callmefair) (class in callmefair.mitigation.fair_bm)

C

calculate_fairness_score() (in module callmefair) (in module callmefair.util.fair_util) callmefair module callmefair.mitigation module callmefair.mitigation.fair_bm module callmefair.mitigation.fair_grid module callmefair.mitigation.fair_log module callmefair.search module

callmefair.search.fair_search module callmefair.util module callmefair.util.fair_util module class_threshold (callmefair.BMMetrics attribute) (callmefair.util.fair_util.BMMetrics attribute) classes_ (callmefair.mitigation.fair_grid.dummy_model attribute) combine_attributes() (in module callmefair) count (callmefair.mitigation.fair_log.csvLogger attribute) csvLogger (class in callmefair.mitigation.fair_log) CType (class in callmefair)

D

data_sets (callmefair.BMInterface attribute) (callmefair.util.fair_util.BMInterface attribute) df (callmefair.BaseSearch attribute)

difference_1_minus_2 (callmefair.CType attribute) difference_2_minus_1 (callmefair.CType attribute) dummy_model (class in callmefair.mitigation.fair_grid)

E

evaluate_attribute() (callmefair.BaseSearch method) evaluate_average() (callmefair.BiasSearch method) (callmefair.search.fair_search.BiasSearch method)

evaluate_combination_average() (callmefair.BiasSearch method) (callmefair.search.fair_search.BiasSearch method) evaluate_combinations() (callmefair.BiasSearch method) (callmefair.search.fair_search.BiasSearch method)

F

favorable_label (callmefair.util.fair_util.BMnames attribute)

filename (callmefair.mitigation.fair_log.csvLogger attribute) folder_path (in module callmefair.mitigation.fair_log)

G

get_groups() (callmefair.BMMetrics method) (callmefair.util.fair_util.BMMetrics method) get_model_proba() (in module callmefair.mitigation.fair_grid) get_pred_test() (callmefair.BMMetrics method) (callmefair.util.fair_util.BMMetrics method) get_protected_att() (callmefair.BMInterface method) (callmefair.util.fair_util.BMInterface method) get_random_string() (in module callmefair.mitigation.fair_bm) get_report() (callmefair.BMMetrics method) (callmefair.util.fair_util.BMMetrics method) get_score() (callmefair.BMMetrics method) (callmefair.util.fair_util.BMMetrics method)

get_test_BLD() (callmefair.BMInterface method) (callmefair.util.fair_util.BMInterface method) get_test_xy() (callmefair.BMInterface method) (callmefair.util.fair_util.BMInterface method) get_train_BLD() (callmefair.BMInterface method) (callmefair.util.fair_util.BMInterface method) get_train_xy() (callmefair.BMInterface method) (callmefair.util.fair_util.BMInterface method) get_val_BLD() (callmefair.BMInterface method) (callmefair.util.fair_util.BMInterface method) get_val_xy() (callmefair.BMInterface method) (callmefair.util.fair_util.BMInterface method)

I

in_AD() (callmefair.BMManager method) (callmefair.mitigation.fair_bm.BMManager method) in_Meta() (callmefair.BMManager method) (callmefair.mitigation.fair_bm.BMManager method) in_mode (callmefair.BMMetrics attribute) (callmefair.util.fair_util.BMMetrics attribute) inAdversarial (callmefair.BMType attribute) (callmefair.mitigation.fair_bm.BMType attribute) inMeta (callmefair.BMType attribute) (callmefair.mitigation.fair_bm.BMType attribute)

intersection (callmefair.CType attribute) is_in (callmefair.BMType property) (callmefair.mitigation.fair_bm.BMType property) is_model_in (callmefair.BMGridSearch attribute) (callmefair.mitigation.fair_grid.BMGridSearch attribute) is_pos (callmefair.BMType property) (callmefair.mitigation.fair_bm.BMType property) is_pre (callmefair.BMType property) (callmefair.mitigation.fair_bm.BMType property)

L

label_name (callmefair.BaseSearch attribute)

label_names (callmefair.util.fair_util.BMnames attribute)

M

model (callmefair.BMGridSearch attribute) (callmefair.mitigation.fair_grid.BMGridSearch attribute) module callmefair callmefair.mitigation callmefair.mitigation.fair_bm callmefair.mitigation.fair_grid callmefair.mitigation.fair_log callmefair.search callmefair.search.fair_search callmefair.util callmefair.util.fair_util

P

path (callmefair.mitigation.fair_log.csvLogger attribute) pos_bm_set() (callmefair.BMInterface method) (callmefair.util.fair_util.BMInterface method) pos_CEO() (callmefair.BMManager method) (callmefair.mitigation.fair_bm.BMManager method) pos_EO() (callmefair.BMManager method) (callmefair.mitigation.fair_bm.BMManager method) pos_idx (callmefair.BMMetrics attribute) (callmefair.util.fair_util.BMMetrics attribute) pos_ROC() (callmefair.BMManager method) (callmefair.mitigation.fair_bm.BMManager method) posCalibrated (callmefair.BMType attribute) (callmefair.mitigation.fair_bm.BMType attribute) posEqqOds (callmefair.BMType attribute) (callmefair.mitigation.fair_bm.BMType attribute) posROC (callmefair.BMType attribute) (callmefair.mitigation.fair_bm.BMType attribute) pre_BM_set() (callmefair.BMInterface method) (callmefair.util.fair_util.BMInterface method) pre_DR() (callmefair.BMManager method) (callmefair.mitigation.fair_bm.BMManager method)

pre_LFR() (callmefair.BMManager method) (callmefair.mitigation.fair_bm.BMManager method) pre_Reweighing() (callmefair.BMManager method) (callmefair.mitigation.fair_bm.BMManager method) pred_test (callmefair.BMMetrics attribute) (callmefair.util.fair_util.BMMetrics attribute) pred_val (callmefair.BMMetrics attribute) (callmefair.util.fair_util.BMMetrics attribute) preDisparate (callmefair.BMType attribute) (callmefair.mitigation.fair_bm.BMType attribute) preLFR (callmefair.BMType attribute) (callmefair.mitigation.fair_bm.BMType attribute) preReweighing (callmefair.BMType attribute) (callmefair.mitigation.fair_bm.BMType attribute) pretty_print() (in module callmefair.search.fair_search) privileged_group (callmefair.BMGridSearch attribute) (callmefair.BMManager attribute) (callmefair.BMMetrics attribute) (callmefair.mitigation.fair_bm.BMManager attribute) (callmefair.mitigation.fair_grid.BMGridSearch attribute) (callmefair.util.fair_util.BMMetrics attribute) protected_att (callmefair.util.fair_util.BMnames attribute)

R

read_csv_file() (in module callmefair.mitigation.fair_log) restore_BLD() (callmefair.BMInterface method) (callmefair.util.fair_util.BMInterface method)

run_single_sensitive() (callmefair.BMGridSearch method) (callmefair.mitigation.fair_grid.BMGridSearch method)

S

scaler (callmefair.BaseSearch attribute) set_new_pred() (callmefair.BMMetrics method) (callmefair.util.fair_util.BMMetrics method) set_pos_pred() (callmefair.BMMetrics method) (callmefair.util.fair_util.BMMetrics method)

set_transform() (callmefair.BMInterface method) (callmefair.util.fair_util.BMInterface method) symmetric_difference (callmefair.CType attribute)

T

tf (in module callmefair.mitigation.fair_bm) (in module callmefair.mitigation.fair_grid)

transform (callmefair.BMInterface attribute) (callmefair.util.fair_util.BMInterface attribute)

U

unfavorable_label (callmefair.util.fair_util.BMnames attribute) union (callmefair.CType attribute) unprivileged_group (callmefair.BMGridSearch attribute) (callmefair.BMManager attribute) (callmefair.BMMetrics attribute) (callmefair.mitigation.fair_bm.BMManager attribute) (callmefair.mitigation.fair_grid.BMGridSearch attribute) (callmefair.util.fair_util.BMMetrics attribute)