Index

A

a (pythonsi.Data attribute) active_set (pythonsi.feature_selection.SequentialFeatureSelection attribute) active_set_data (pythonsi.feature_selection.LassoFeatureSelection.self attribute)

active_set_node (pythonsi.feature_selection.LassoFeatureSelection attribute) (pythonsi.feature_selection.SequentialFeatureSelection attribute) AD_DATestStatistic (class in pythonsi.test_statistics)

B

b (pythonsi.Data attribute)

C

checkKKT_Lasso() (pythonsi.feature_selection.LassoFeatureSelection method)

criterion (pythonsi.feature_selection.SequentialFeatureSelection attribute)

D

Data (class in pythonsi)

data (pythonsi.Data attribute) direction (pythonsi.feature_selection.SequentialFeatureSelection attribute)

F

fit() (pythonsi.feature_selection.SequentialFeatureSelection method) forward() (pythonsi.domain_adaptation.OptimalTransportDA method) (pythonsi.feature_selection.LassoFeatureSelection method) (pythonsi.feature_selection.SequentialFeatureSelection method)

FSTestStatistic (class in pythonsi.test_statistics)

I

inference() (pythonsi.Data method) (pythonsi.domain_adaptation.OptimalTransportDA method) (pythonsi.feature_selection.LassoFeatureSelection method) (pythonsi.feature_selection.SequentialFeatureSelection method) (pythonsi.Pipeline method) inference_data (pythonsi.Data attribute)

input_nodes (pythonsi.Pipeline attribute) interval (pythonsi.domain_adaptation.OptimalTransportDA attribute) (pythonsi.feature_selection.LassoFeatureSelection.self attribute) (pythonsi.feature_selection.SequentialFeatureSelection attribute) interval_adjr2() (pythonsi.feature_selection.SequentialFeatureSelection method) interval_AIC() (pythonsi.feature_selection.SequentialFeatureSelection method) interval_BIC() (pythonsi.feature_selection.SequentialFeatureSelection method)

L

lambda_ (pythonsi.feature_selection.LassoFeatureSelection attribute)

LassoFeatureSelection (class in pythonsi.feature_selection) list_residualvec() (pythonsi.feature_selection.SequentialFeatureSelection method)

M

module pythonsi pythonsi.domain_adaptation pythonsi.feature_selection pythonsi.test_statistics

N

n_features_to_select (pythonsi.feature_selection.SequentialFeatureSelection attribute)

n_features_to_select_ (pythonsi.feature_selection.SequentialFeatureSelection attribute)

O

OptimalTransportDA (class in pythonsi.domain_adaptation)

output_node (pythonsi.Pipeline attribute)

P

parametrize() (pythonsi.Data method) parent (pythonsi.Data attribute) Pipeline (class in pythonsi) pythonsi module

pythonsi.domain_adaptation module pythonsi.feature_selection module pythonsi.test_statistics module

R

RepresentationLearningDA (class in pythonsi.domain_adaptation) RSS() (pythonsi.feature_selection.SequentialFeatureSelection static method)

run() (pythonsi.domain_adaptation.OptimalTransportDA method) (pythonsi.feature_selection.LassoFeatureSelection method) (pythonsi.feature_selection.SequentialFeatureSelection method)

S

SequentialFeatureSelection (class in pythonsi.feature_selection)

SFS_DATestStatistic (class in pythonsi.test_statistics)

T

test_statistic (pythonsi.Pipeline attribute)

TLHDRTestStatistic (class in pythonsi.test_statistics)

U

update() (pythonsi.Data method)

X

X0_node (pythonsi.test_statistics.TLHDRTestStatistic attribute) x_node (pythonsi.feature_selection.LassoFeatureSelection attribute) (pythonsi.feature_selection.SequentialFeatureSelection attribute) (pythonsi.test_statistics.FSTestStatistic attribute) x_output_data (pythonsi.domain_adaptation.OptimalTransportDA attribute)

x_output_node (pythonsi.domain_adaptation.OptimalTransportDA attribute) x_source_node (pythonsi.domain_adaptation.OptimalTransportDA attribute) x_target_node (pythonsi.domain_adaptation.OptimalTransportDA attribute) XS_list_node (pythonsi.test_statistics.TLHDRTestStatistic attribute) xs_node (pythonsi.test_statistics.SFS_DATestStatistic attribute) xt_node (pythonsi.test_statistics.SFS_DATestStatistic attribute)

Y

Y0_node (pythonsi.test_statistics.TLHDRTestStatistic attribute) y_node (pythonsi.feature_selection.LassoFeatureSelection attribute) (pythonsi.feature_selection.SequentialFeatureSelection attribute) (pythonsi.test_statistics.FSTestStatistic attribute) y_output_data (pythonsi.domain_adaptation.OptimalTransportDA attribute)

y_output_node (pythonsi.domain_adaptation.OptimalTransportDA attribute) y_source_node (pythonsi.domain_adaptation.OptimalTransportDA attribute) y_target_node (pythonsi.domain_adaptation.OptimalTransportDA attribute) YS_list_node (pythonsi.test_statistics.TLHDRTestStatistic attribute) ys_node (pythonsi.test_statistics.SFS_DATestStatistic attribute) yt_node (pythonsi.test_statistics.SFS_DATestStatistic attribute)