Efficient Probit Regression
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Efficient Probit Regression API
Probit Model
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Efficient Probit Regression
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W
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)