Index

A

add_intercept() (in module efficient_probit_regression.datasets)

B

BaseDataset (class in efficient_probit_regression.datasets)

BaseExperiment (class in efficient_probit_regression.experiments) BaseExperimentBayes (class in efficient_probit_regression.experiments)

C

compute_leverage_scores() (in module efficient_probit_regression.sampling)

Covertype (class in efficient_probit_regression.datasets)

E

efficient_probit_regression.datasets module efficient_probit_regression.experiments module efficient_probit_regression.probit_model module

efficient_probit_regression.sampling module efficient_probit_regression.settings module Example2D (class in efficient_probit_regression.datasets)

F

fast_QR() (in module efficient_probit_regression.sampling)

G

get_beta_opt() (efficient_probit_regression.datasets.BaseDataset method) get_config_grid() (efficient_probit_regression.experiments.BaseExperiment method) get_d() (efficient_probit_regression.datasets.BaseDataset method) get_method_name() (efficient_probit_regression.experiments.BaseExperimentBayes method) (efficient_probit_regression.experiments.LeverageScoreSamplingExperimentBayes method) (efficient_probit_regression.experiments.OnlineLeverageScoreSamplingExperimentBayes method) (efficient_probit_regression.experiments.UniformSamplingExperimentBayes method) get_n() (efficient_probit_regression.datasets.BaseDataset method) get_name() (efficient_probit_regression.datasets.Covertype method) (efficient_probit_regression.datasets.Example2D method) (efficient_probit_regression.datasets.Iris method) (efficient_probit_regression.datasets.KDDCup method) (efficient_probit_regression.datasets.Webspam method)

get_params() (efficient_probit_regression.probit_model.PGeneralizedProbitSGD method) get_reduced_X_y_weights() (efficient_probit_regression.experiments.BaseExperiment method) (efficient_probit_regression.experiments.LeverageScoreSamplingExperiment method) (efficient_probit_regression.experiments.LewisSamplingExperiment method) (efficient_probit_regression.experiments.LogitSamplingExperiment method) (efficient_probit_regression.experiments.OnlineRidgeLeverageScoreSamplingExperiment method) (efficient_probit_regression.experiments.SGDExperiment method) (efficient_probit_regression.experiments.UniformSamplingExperiment method) get_sample() (efficient_probit_regression.sampling.ReservoirSampler method) get_X() (efficient_probit_regression.datasets.BaseDataset method) get_y() (efficient_probit_regression.datasets.BaseDataset method)

I

insert_record() (efficient_probit_regression.sampling.ReservoirSampler method)

Iris (class in efficient_probit_regression.datasets)

K

KDDCup (class in efficient_probit_regression.datasets)

L

leverage_score_sampling() (in module efficient_probit_regression.sampling) LeverageScoreSamplingExperiment (class in efficient_probit_regression.experiments) LeverageScoreSamplingExperimentBayes (class in efficient_probit_regression.experiments) LewisSamplingExperiment (class in efficient_probit_regression.experiments)

load_X_y() (efficient_probit_regression.datasets.Example2D method) (efficient_probit_regression.datasets.Iris method) (efficient_probit_regression.datasets.Webspam method) logit_sampling() (in module efficient_probit_regression.sampling) LogitSamplingExperiment (class in efficient_probit_regression.experiments)

M

module efficient_probit_regression.datasets efficient_probit_regression.experiments efficient_probit_regression.probit_model efficient_probit_regression.sampling efficient_probit_regression.settings

N

new_sample() (efficient_probit_regression.probit_model.PGeneralizedProbitSGD method)

O

online_ridge_leverage_score_sampling() (in module efficient_probit_regression.sampling) OnlineLeverageScoreSamplingExperimentBayes (class in efficient_probit_regression.experiments)

OnlineRidgeLeverageScoreSamplingExperiment (class in efficient_probit_regression.experiments) optimize() (efficient_probit_regression.experiments.BaseExperiment method) (efficient_probit_regression.experiments.SGDExperiment method)

P

p_gen_norm_cdf() (in module efficient_probit_regression.probit_model) p_gen_norm_pdf() (in module efficient_probit_regression.probit_model)

PGeneralizedProbitSGD (class in efficient_probit_regression.probit_model) ProbitSGD (class in efficient_probit_regression.probit_model)

R

ReservoirSampler (class in efficient_probit_regression.sampling)

run() (efficient_probit_regression.experiments.BaseExperiment method) (efficient_probit_regression.experiments.LeverageScoreSamplingExperiment method)

S

SGDExperiment (class in efficient_probit_regression.experiments)

T

truncated_normal() (in module efficient_probit_regression.sampling)

U

uniform_sampling() (in module efficient_probit_regression.sampling)

UniformSamplingExperiment (class in efficient_probit_regression.experiments) UniformSamplingExperimentBayes (class in efficient_probit_regression.experiments)

W

Webspam (class in efficient_probit_regression.datasets)