Index

C

ClfSwitcher (class in dfds_ds_toolbox.model_selection.model_selection)

D

dfds_ds_toolbox module dfds_ds_toolbox.analysis module dfds_ds_toolbox.analysis.plotting module dfds_ds_toolbox.analysis.plotting_utils module dfds_ds_toolbox.exeptions module dfds_ds_toolbox.feature_extraction module dfds_ds_toolbox.feature_selection module

dfds_ds_toolbox.feature_selection.feat_selector module dfds_ds_toolbox.logging module dfds_ds_toolbox.logging.logging module dfds_ds_toolbox.model_selection module dfds_ds_toolbox.model_selection.model_selection module dfds_ds_toolbox.profiling module dfds_ds_toolbox.profiling.profiling module

E

estimator (dfds_ds_toolbox.model_selection.model_selection.ClfSwitcher attribute) (dfds_ds_toolbox.model_selection.model_selection.RegSwitcher attribute)

F

fit() (dfds_ds_toolbox.feature_selection.feat_selector.RegFeatureSelector method) (dfds_ds_toolbox.model_selection.model_selection.ClfSwitcher method) (dfds_ds_toolbox.model_selection.model_selection.RegSwitcher method)

fit_transform() (dfds_ds_toolbox.feature_selection.feat_selector.RegFeatureSelector method)

G

get_trend_stats() (in module dfds_ds_toolbox.analysis.plotting)

I

init_logger() (in module dfds_ds_toolbox.logging.logging)

M

module dfds_ds_toolbox dfds_ds_toolbox.analysis dfds_ds_toolbox.analysis.plotting dfds_ds_toolbox.analysis.plotting_utils dfds_ds_toolbox.exeptions dfds_ds_toolbox.feature_extraction dfds_ds_toolbox.feature_selection dfds_ds_toolbox.feature_selection.feat_selector dfds_ds_toolbox.logging dfds_ds_toolbox.logging.logging dfds_ds_toolbox.model_selection dfds_ds_toolbox.model_selection.model_selection dfds_ds_toolbox.profiling dfds_ds_toolbox.profiling.profiling

P

plot_classification_proba_histogram() (in module dfds_ds_toolbox.analysis.plotting) plot_gain_chart() (in module dfds_ds_toolbox.analysis.plotting) plot_lift_curve() (in module dfds_ds_toolbox.analysis.plotting) plot_regression_predicted_vs_actual() (in module dfds_ds_toolbox.analysis.plotting) plot_roc_curve() (in module dfds_ds_toolbox.analysis.plotting)

plot_univariate_dependencies() (in module dfds_ds_toolbox.analysis.plotting) predict() (dfds_ds_toolbox.model_selection.model_selection.ClfSwitcher method) (dfds_ds_toolbox.model_selection.model_selection.RegSwitcher method) predict_proba() (dfds_ds_toolbox.model_selection.model_selection.ClfSwitcher method) profileit() (in module dfds_ds_toolbox.profiling.profiling)

R

RegFeatureSelector (class in dfds_ds_toolbox.feature_selection.feat_selector)

RegSwitcher (class in dfds_ds_toolbox.model_selection.model_selection) rf_prim_columns() (in module dfds_ds_toolbox.feature_selection.feat_selector)

S

score() (dfds_ds_toolbox.model_selection.model_selection.ClfSwitcher method) (dfds_ds_toolbox.model_selection.model_selection.RegSwitcher method)

stepwise_selection() (in module dfds_ds_toolbox.feature_selection.feat_selector) strategy (dfds_ds_toolbox.feature_selection.feat_selector.RegFeatureSelector attribute)

T

threshold (dfds_ds_toolbox.feature_selection.feat_selector.RegFeatureSelector attribute)

transform() (dfds_ds_toolbox.feature_selection.feat_selector.RegFeatureSelector method)