Index

B

BootstrapFold (class in sktools.model_selection)

C

CyclicFeaturizer (class in sktools.preprocessing)

F

fit() (sktools.encoders.NestedTargetEncoder method) (sktools.encoders.QuantileEncoder method) (sktools.encoders.SummaryEncoder method) (sktools.ensemble.MedianForestRegressor method) (sktools.imputer.IsEmptyExtractor method) (sktools.linear_model.QuantileRegression method) (sktools.matrix_denser.MatrixDenser method) (sktools.preprocessing.CyclicFeaturizer method) (sktools.preprocessing.GradientBoostingFeatureGenerator method) (sktools.quantilegroups.GroupedQuantileTransformer method) (sktools.quantilegroups.MeanGroupFeaturizer method) (sktools.quantilegroups.PercentileGroupFeaturizer method) (sktools.selectors.ItemSelector method) (sktools.selectors.TypeSelector method)

fit_quantile_encoding() (sktools.encoders.QuantileEncoder method)

G

get_feature_names() (sktools.encoders.NestedTargetEncoder method) (sktools.encoders.QuantileEncoder method)

get_n_splits() (sktools.model_selection.BootstrapFold method) GradientBoostingFeatureGenerator (class in sktools.preprocessing) GroupedQuantileTransformer (class in sktools.quantilegroups)

I

IsEmptyExtractor (class in sktools.imputer)

ItemSelector (class in sktools.selectors)

M

MatrixDenser (class in sktools.matrix_denser)

MeanGroupFeaturizer (class in sktools.quantilegroups) MedianForestRegressor (class in sktools.ensemble)

N

NestedTargetEncoder (class in sktools.encoders)

P

PercentileGroupFeaturizer (class in sktools.quantilegroups) predict() (sktools.ensemble.MedianForestRegressor method) (sktools.linear_model.QuantileRegression method)

preprocess() (sktools.linear_model.QuantileRegression method)

Q

quantile_encode() (sktools.encoders.QuantileEncoder method)

QuantileEncoder (class in sktools.encoders) QuantileRegression (class in sktools.linear_model)

S

sktools (module) sktools.encoders (module) sktools.ensemble (module) sktools.imputer (module) sktools.linear_model (module) sktools.matrix_denser (module)

sktools.model_selection (module) sktools.preprocessing (module) sktools.quantilegroups (module) sktools.selectors (module) split() (sktools.model_selection.BootstrapFold method) SummaryEncoder (class in sktools.encoders)

T

transform() (sktools.encoders.NestedTargetEncoder method) (sktools.encoders.QuantileEncoder method) (sktools.encoders.SummaryEncoder method) (sktools.imputer.IsEmptyExtractor method) (sktools.matrix_denser.MatrixDenser method) (sktools.preprocessing.CyclicFeaturizer method) (sktools.preprocessing.GradientBoostingFeatureGenerator method) (sktools.quantilegroups.GroupedQuantileTransformer method) (sktools.quantilegroups.MeanGroupFeaturizer method) (sktools.quantilegroups.PercentileGroupFeaturizer method) (sktools.selectors.ItemSelector method) (sktools.selectors.TypeSelector method)

transform_data_frame() (sktools.imputer.IsEmptyExtractor method) TypeSelector (class in sktools.selectors)