Index

_

__init__() (pretab.preprocessor.Preprocessor method) (pretab.transformers.CubicSplineTransformer method) (pretab.transformers.CustomBinTransformer method) (pretab.transformers.CyclicalTimeTransformer method) (pretab.transformers.LagFeatureTransformer method) (pretab.transformers.LanguageEmbeddingTransformer method) (pretab.transformers.NaturalCubicSplineTransformer method) (pretab.transformers.OneHotFromOrdinalTransformer method) (pretab.transformers.PLETransformer method) (pretab.transformers.PSplineTransformer method) (pretab.transformers.RBFExpansionTransformer method) (pretab.transformers.ReLUExpansionTransformer method) (pretab.transformers.RollingStatsTransformer method) (pretab.transformers.SigmoidExpansionTransformer method) (pretab.transformers.TanhExpansionTransformer method) (pretab.transformers.TensorProductSplineTransformer method) (pretab.transformers.ThinPlateSplineTransformer method)

C

CubicSplineTransformer (class in pretab.transformers)

CustomBinTransformer (class in pretab.transformers) CyclicalTimeTransformer (class in pretab.transformers)

F

fit() (pretab.preprocessor.Preprocessor method) (pretab.transformers.CustomBinTransformer method) (pretab.transformers.LanguageEmbeddingTransformer method) (pretab.transformers.OneHotFromOrdinalTransformer method) (pretab.transformers.PLETransformer method)

fit_transform() (pretab.preprocessor.Preprocessor method) (pretab.transformers.CubicSplineTransformer method) (pretab.transformers.NaturalCubicSplineTransformer method)

G

get_feature_info() (pretab.preprocessor.Preprocessor method) get_feature_names_out() (pretab.preprocessor.Preprocessor method) (pretab.transformers.CustomBinTransformer method) (pretab.transformers.OneHotFromOrdinalTransformer method) (pretab.transformers.PLETransformer method) (pretab.transformers.TensorProductSplineTransformer method)

get_n_features_out() (pretab.transformers.PLETransformer method) get_penalty_matrices() (pretab.transformers.TensorProductSplineTransformer method) get_penalty_matrix() (pretab.transformers.CubicSplineTransformer method) (pretab.transformers.NaturalCubicSplineTransformer method) (pretab.transformers.PSplineTransformer method) (pretab.transformers.TensorProductSplineTransformer method) (pretab.transformers.ThinPlateSplineTransformer method)

L

LagFeatureTransformer (class in pretab.transformers)

LanguageEmbeddingTransformer (class in pretab.transformers)

N

NaturalCubicSplineTransformer (class in pretab.transformers)

O

OneHotFromOrdinalTransformer (class in pretab.transformers)

output_dims_ (pretab.preprocessor.Preprocessor property)

P

PLETransformer (class in pretab.transformers)

Preprocessor (class in pretab.preprocessor) PSplineTransformer (class in pretab.transformers)

R

RBFExpansionTransformer (class in pretab.transformers)

ReLUExpansionTransformer (class in pretab.transformers) RollingStatsTransformer (class in pretab.transformers)

S

SigmoidExpansionTransformer (class in pretab.transformers)

T

TanhExpansionTransformer (class in pretab.transformers) TensorProductSplineTransformer (class in pretab.transformers) ThinPlateSplineTransformer (class in pretab.transformers) total_output_dim_ (pretab.preprocessor.Preprocessor property)

transform() (pretab.preprocessor.Preprocessor method) (pretab.transformers.CustomBinTransformer method) (pretab.transformers.LanguageEmbeddingTransformer method) (pretab.transformers.OneHotFromOrdinalTransformer method) (pretab.transformers.PLETransformer method)