Index

A

add_delta() (fair_seldonian.constraints.expression_tree_ext.ExprTree method) add_deltas() (in module fair_seldonian.constraints.expression_tree_ext)

add_deltas_constant() (in module fair_seldonian.constraints.expression_tree_ext) add_more_results() (in module fair_seldonian.experiments.results)

C

cand_obj() (in module fair_seldonian.algorithms.qsa) candidate_ratio (fair_seldonian.config.SeldonianConfig attribute) change_delta_value() (in module fair_seldonian.constraints.expression_tree_ext) change_deltas() (in module fair_seldonian.constraints.expression_tree_ext)

check_node_dup() (in module fair_seldonian.constraints.expression_tree_ext) configure_delta() (in module fair_seldonian.constraints.expression_tree_ext) constraint (fair_seldonian.config.SeldonianConfig attribute) construct_expr_tree() (in module fair_seldonian.constraints.expression_tree_ext) construct_expr_tree_base() (in module fair_seldonian.constraints.expression_tree)

D

data_split() (in module fair_seldonian.data.synthetic)

delta (fair_seldonian.config.SeldonianConfig attribute) (fair_seldonian.constraints.expression_tree_ext.ExprTree attribute)

E

eval_abs_bound() (in module fair_seldonian.constraints.bounds) eval_add_bound() (in module fair_seldonian.constraints.bounds) eval_div_bound() (in module fair_seldonian.constraints.bounds) eval_estimate() (in module fair_seldonian.constraints.inequalities) eval_expr_tree() (in module fair_seldonian.constraints.expression_tree_ext) eval_expr_tree_base() (in module fair_seldonian.constraints.expression_tree) eval_expr_tree_conf_interval() (in module fair_seldonian.constraints.expression_tree_ext) eval_expr_tree_conf_interval_base() (in module fair_seldonian.constraints.expression_tree) eval_func_bound() (in module fair_seldonian.constraints.inequalities)

eval_ghat() (in module fair_seldonian.models.logistic_regression) eval_ghat_base() (in module fair_seldonian.models.logistic_regression) eval_ghat_extend() (in module fair_seldonian.models.logistic_regression) eval_hoeffding() (in module fair_seldonian.constraints.inequalities) eval_math_bound() (in module fair_seldonian.constraints.bounds) eval_multiply_bound() (in module fair_seldonian.constraints.bounds) eval_subtract_bound() (in module fair_seldonian.constraints.bounds) eval_t_test() (in module fair_seldonian.constraints.inequalities) ExprTree (class in fair_seldonian.constraints.expression_tree) (class in fair_seldonian.constraints.expression_tree_ext)

F

f_hat() (in module fair_seldonian.models.logistic_regression) fair_seldonian module fair_seldonian.algorithms module fair_seldonian.algorithms.qsa module fair_seldonian.config module fair_seldonian.constraints module fair_seldonian.constraints.bounds module fair_seldonian.constraints.expression_tree module fair_seldonian.constraints.expression_tree_ext module

fair_seldonian.constraints.inequalities module fair_seldonian.data module fair_seldonian.data.synthetic module fair_seldonian.experiments module fair_seldonian.experiments.plots module fair_seldonian.experiments.results module fair_seldonian.experiments.runner module fair_seldonian.models module fair_seldonian.models.logistic_regression module

G

gather_results() (in module fair_seldonian.experiments.results) gen_filename() (in module fair_seldonian.experiments.results) get_cand_solution() (in module fair_seldonian.algorithms.qsa) get_data() (in module fair_seldonian.data.synthetic) get_existing_experiment_numbers() (in module fair_seldonian.experiments.results)

get_num_of_elements() (in module fair_seldonian.constraints.inequalities) get_variance() (in module fair_seldonian.constraints.inequalities) ghat() (in module fair_seldonian.models.logistic_regression) ghat_base() (in module fair_seldonian.models.logistic_regression) ghat_extend() (in module fair_seldonian.models.logistic_regression) group_mask() (in module fair_seldonian.constraints.inequalities)

H

HOEFFDING_INEQUALITY (fair_seldonian.constraints.inequalities.Inequality attribute)

I

Inequality (class in fair_seldonian.constraints.inequalities) inequality (fair_seldonian.config.SeldonianConfig attribute) inorder() (in module fair_seldonian.constraints.expression_tree) inorder_ext() (in module fair_seldonian.constraints.expression_tree_ext)

is_constant() (in module fair_seldonian.constraints.expression_tree_ext) is_func() (in module fair_seldonian.constraints.expression_tree) is_mod() (in module fair_seldonian.constraints.expression_tree) is_operator() (in module fair_seldonian.constraints.expression_tree)

L

left (fair_seldonian.constraints.expression_tree_ext.ExprTree attribute)

load_and_plot_results() (in module fair_seldonian.experiments.plots)

M

module fair_seldonian fair_seldonian.algorithms fair_seldonian.algorithms.qsa fair_seldonian.config fair_seldonian.constraints fair_seldonian.constraints.bounds fair_seldonian.constraints.expression_tree fair_seldonian.constraints.expression_tree_ext fair_seldonian.constraints.inequalities fair_seldonian.data fair_seldonian.data.synthetic fair_seldonian.experiments fair_seldonian.experiments.plots fair_seldonian.experiments.results fair_seldonian.experiments.runner fair_seldonian.models fair_seldonian.models.logistic_regression

P

predict() (in module fair_seldonian.models.logistic_regression) predict_hoeffding() (in module fair_seldonian.constraints.inequalities)

predict_hoeffding_modified() (in module fair_seldonian.constraints.inequalities) predict_t_test() (in module fair_seldonian.constraints.inequalities)

Q

QSA() (in module fair_seldonian.algorithms.qsa)

R

random() (in module fair_seldonian.data.synthetic)

right (fair_seldonian.constraints.expression_tree_ext.ExprTree attribute) run_experiments() (in module fair_seldonian.experiments.runner)

S

safety_test() (in module fair_seldonian.algorithms.qsa) save_to_csv() (in module fair_seldonian.experiments.results) SeldonianConfig (class in fair_seldonian.config)

simple_logistic() (in module fair_seldonian.models.logistic_regression) stderror() (in module fair_seldonian.experiments.results) store_result() (in module fair_seldonian.experiments.runner)

T

T_TEST (fair_seldonian.constraints.inequalities.Inequality attribute)