Index

A

accuracy() (in module rumboost.utils)

Airplane() (in module rumboost.models)

B

bio_to_rumboost() (in module rumboost.utils)

C

compute_VoT() (in module rumboost.utils) create_name() (in module rumboost.utils)

cross_entropy() (in module rumboost.utils) cross_nested_probs() (in module rumboost.utils) CVRUMBoost (class in rumboost.rumboost)

D

data_leaf_value() (in module rumboost.utils)

F

f_obj() (rumboost.rumboost.RUMBoost method) f_obj_cross_nested() (rumboost.rumboost.RUMBoost method) f_obj_nest() (rumboost.rumboost.RUMBoost method) find_best_num_splines() (in module rumboost.utility_smoothing)

find_disc() (in module rumboost.utils) find_feat_best_fit() (in module rumboost.utility_smoothing) fit_func() (in module rumboost.utility_smoothing) function_2d() (in module rumboost.utils)

G

get_angle_diff() (in module rumboost.utils) get_asc() (in module rumboost.utils) get_child() (in module rumboost.utils) get_grad() (in module rumboost.utils)

get_mean_pos() (in module rumboost.utils) get_mid_pos() (in module rumboost.utils) get_pair() (in module rumboost.utils) get_weights() (in module rumboost.utils)

L

load_preprocess_Airplane() (in module rumboost.dataset) load_preprocess_LPMC() (in module rumboost.dataset) load_preprocess_Netherlands() (in module rumboost.dataset) load_preprocess_Optima() (in module rumboost.dataset) load_preprocess_Parking() (in module rumboost.dataset) load_preprocess_SwissMetro() (in module rumboost.dataset)

load_preprocess_Telephone() (in module rumboost.dataset) load_preprocess_Vaccines() (in module rumboost.dataset) LPMC() (in module rumboost.models) LPMC_nested() (in module rumboost.models) LPMC_nested_normalised() (in module rumboost.models) LPMC_normalised() (in module rumboost.models)

M

map_x_knots() (in module rumboost.utils) mean_monotone_spline() (in module rumboost.utility_smoothing) model_from_string() (rumboost.rumboost.RUMBoost method) model_to_string() (rumboost.rumboost.RUMBoost method) module rumboost rumboost.dataset rumboost.models rumboost.rumboost rumboost.utility_plotting rumboost.utility_smoothing rumboost.utils

monotone_spline() (in module rumboost.utility_smoothing)

N

nest_probs() (in module rumboost.utils)

Netherlands() (in module rumboost.models) non_lin_function() (in module rumboost.utils)

O

Optima() (in module rumboost.models)

optimal_knots_position() (in module rumboost.utility_smoothing) optimise_splines() (in module rumboost.utility_smoothing)

P

Parking() (in module rumboost.models) plot_2d() (in module rumboost.utility_plotting) plot_bootstrap() (in module rumboost.utility_plotting) plot_ind_spec_constant() (in module rumboost.utility_plotting) plot_market_segm() (in module rumboost.utility_plotting) plot_parameters() (in module rumboost.utility_plotting)

plot_pop_VoT() (in module rumboost.utility_plotting) plot_spline() (in module rumboost.utility_plotting) plot_util() (in module rumboost.utility_plotting) plot_util_pw() (in module rumboost.utility_plotting) plot_VoT() (in module rumboost.utility_plotting) predict() (rumboost.rumboost.RUMBoost method) process_parent() (in module rumboost.utils)

R

rum_cv() (in module rumboost.rumboost) rum_train() (in module rumboost.rumboost) rumboost module RUMBoost (class in rumboost.rumboost) rumboost.dataset module rumboost.models module

rumboost.rumboost module rumboost.utility_plotting module rumboost.utility_smoothing module rumboost.utils module

S

save_model() (rumboost.rumboost.RUMBoost method) smooth_predict() (in module rumboost.utility_smoothing) stairs_to_pw() (in module rumboost.utility_smoothing) stratified_group_k_fold() (in module rumboost.utils)

SwissMetro() (in module rumboost.models) SwissMetro_MNL() (in module rumboost.models) SwissMetro_nested() (in module rumboost.models) SwissMetro_normalised() (in module rumboost.models)

T

Telephone() (in module rumboost.models)

U

updated_utility_collection() (in module rumboost.utility_smoothing)

utility_ranking() (in module rumboost.utils)

V

Vaccines() (in module rumboost.models)

W

weights_to_plot_v2() (in module rumboost.utils)