Index

B

BackwardDifferenceEncoder (class in category_encoders.backward_difference) basen_encode() (category_encoders.basen.BaseNEncoder method) (category_encoders.binary.BinaryEncoder method) (category_encoders.gray.GrayEncoder method)

basen_to_integer() (category_encoders.basen.BaseNEncoder method) (category_encoders.binary.BinaryEncoder method) (category_encoders.gray.GrayEncoder method) BaseNEncoder (class in category_encoders.basen) BinaryEncoder (class in category_encoders.binary)

C

calc_required_digits() (category_encoders.basen.BaseNEncoder method) (category_encoders.binary.BinaryEncoder method) (category_encoders.gray.GrayEncoder method) CatBoostEncoder (class in category_encoders.cat_boost) category_mapping (category_encoders.one_hot.OneHotEncoder property) (category_encoders.ordinal.OrdinalEncoder property)

col_transform() (category_encoders.basen.BaseNEncoder method) (category_encoders.binary.BinaryEncoder method) (category_encoders.gray.GrayEncoder method) combine_min_categories() (category_encoders.count.CountEncoder method) CountEncoder (class in category_encoders.count)

F

fit() (category_encoders.backward_difference.BackwardDifferenceEncoder method) (category_encoders.basen.BaseNEncoder method) (category_encoders.binary.BinaryEncoder method) (category_encoders.cat_boost.CatBoostEncoder method) (category_encoders.count.CountEncoder method) (category_encoders.glmm.GLMMEncoder method) (category_encoders.gray.GrayEncoder method) (category_encoders.hashing.HashingEncoder method) (category_encoders.helmert.HelmertEncoder method) (category_encoders.james_stein.JamesSteinEncoder method) (category_encoders.leave_one_out.LeaveOneOutEncoder method) (category_encoders.m_estimate.MEstimateEncoder method) (category_encoders.one_hot.OneHotEncoder method) (category_encoders.ordinal.OrdinalEncoder method) (category_encoders.polynomial.PolynomialEncoder method) (category_encoders.quantile_encoder.QuantileEncoder method) (category_encoders.quantile_encoder.SummaryEncoder method) (category_encoders.rankhot.RankHotEncoder method) (category_encoders.sum_coding.SumEncoder method) (category_encoders.target_encoder.TargetEncoder method) (category_encoders.woe.WOEEncoder method) (category_encoders.wrapper.NestedCVWrapper method) (category_encoders.wrapper.PolynomialWrapper method) fit_base_n_encoding() (category_encoders.basen.BaseNEncoder method) (category_encoders.binary.BinaryEncoder method) (category_encoders.gray.GrayEncoder method) fit_contrast_coding() (category_encoders.backward_difference.BackwardDifferenceEncoder method) (category_encoders.helmert.HelmertEncoder method) (category_encoders.polynomial.PolynomialEncoder method) (category_encoders.sum_coding.SumEncoder method)

fit_leave_one_out() (category_encoders.leave_one_out.LeaveOneOutEncoder method) fit_quantile_encoding() (category_encoders.quantile_encoder.QuantileEncoder method) fit_target_encoding() (category_encoders.target_encoder.TargetEncoder method) fit_transform() (category_encoders.backward_difference.BackwardDifferenceEncoder method) (category_encoders.basen.BaseNEncoder method) (category_encoders.binary.BinaryEncoder method) (category_encoders.cat_boost.CatBoostEncoder method) (category_encoders.count.CountEncoder method) (category_encoders.glmm.GLMMEncoder method) (category_encoders.gray.GrayEncoder method) (category_encoders.hashing.HashingEncoder method) (category_encoders.helmert.HelmertEncoder method) (category_encoders.james_stein.JamesSteinEncoder method) (category_encoders.leave_one_out.LeaveOneOutEncoder method) (category_encoders.m_estimate.MEstimateEncoder method) (category_encoders.one_hot.OneHotEncoder method) (category_encoders.ordinal.OrdinalEncoder method) (category_encoders.polynomial.PolynomialEncoder method) (category_encoders.quantile_encoder.QuantileEncoder method) (category_encoders.quantile_encoder.SummaryEncoder method) (category_encoders.rankhot.RankHotEncoder method) (category_encoders.sum_coding.SumEncoder method) (category_encoders.target_encoder.TargetEncoder method) (category_encoders.woe.WOEEncoder method) (category_encoders.wrapper.NestedCVWrapper method) (category_encoders.wrapper.PolynomialWrapper method)

G

generate_mapping() (category_encoders.one_hot.OneHotEncoder method) (category_encoders.rankhot.RankHotEncoder method) get_contrast_matrix() (category_encoders.backward_difference.BackwardDifferenceEncoder method) (category_encoders.helmert.HelmertEncoder method) (category_encoders.polynomial.PolynomialEncoder method) (category_encoders.sum_coding.SumEncoder method) get_dummies() (category_encoders.one_hot.OneHotEncoder method) get_feature_names() (category_encoders.backward_difference.BackwardDifferenceEncoder method) (category_encoders.basen.BaseNEncoder method) (category_encoders.binary.BinaryEncoder method) (category_encoders.cat_boost.CatBoostEncoder method) (category_encoders.count.CountEncoder method) (category_encoders.glmm.GLMMEncoder method) (category_encoders.gray.GrayEncoder method) (category_encoders.hashing.HashingEncoder method) (category_encoders.helmert.HelmertEncoder method) (category_encoders.james_stein.JamesSteinEncoder method) (category_encoders.leave_one_out.LeaveOneOutEncoder method) (category_encoders.m_estimate.MEstimateEncoder method) (category_encoders.one_hot.OneHotEncoder method) (category_encoders.ordinal.OrdinalEncoder method) (category_encoders.polynomial.PolynomialEncoder method) (category_encoders.quantile_encoder.QuantileEncoder method) (category_encoders.quantile_encoder.SummaryEncoder method) (category_encoders.rankhot.RankHotEncoder method) (category_encoders.sum_coding.SumEncoder method) (category_encoders.target_encoder.TargetEncoder method) (category_encoders.woe.WOEEncoder method) get_feature_names_in() (category_encoders.backward_difference.BackwardDifferenceEncoder method) (category_encoders.basen.BaseNEncoder method) (category_encoders.binary.BinaryEncoder method) (category_encoders.cat_boost.CatBoostEncoder method) (category_encoders.count.CountEncoder method) (category_encoders.glmm.GLMMEncoder method) (category_encoders.gray.GrayEncoder method) (category_encoders.hashing.HashingEncoder method) (category_encoders.helmert.HelmertEncoder method) (category_encoders.james_stein.JamesSteinEncoder method) (category_encoders.leave_one_out.LeaveOneOutEncoder method) (category_encoders.m_estimate.MEstimateEncoder method) (category_encoders.one_hot.OneHotEncoder method) (category_encoders.ordinal.OrdinalEncoder method) (category_encoders.polynomial.PolynomialEncoder method) (category_encoders.quantile_encoder.QuantileEncoder method) (category_encoders.quantile_encoder.SummaryEncoder method) (category_encoders.rankhot.RankHotEncoder method) (category_encoders.sum_coding.SumEncoder method) (category_encoders.target_encoder.TargetEncoder method) (category_encoders.woe.WOEEncoder method) get_feature_names_out() (category_encoders.backward_difference.BackwardDifferenceEncoder method) (category_encoders.basen.BaseNEncoder method) (category_encoders.binary.BinaryEncoder method) (category_encoders.cat_boost.CatBoostEncoder method) (category_encoders.count.CountEncoder method) (category_encoders.glmm.GLMMEncoder method) (category_encoders.gray.GrayEncoder method) (category_encoders.hashing.HashingEncoder method) (category_encoders.helmert.HelmertEncoder method) (category_encoders.james_stein.JamesSteinEncoder method) (category_encoders.leave_one_out.LeaveOneOutEncoder method) (category_encoders.m_estimate.MEstimateEncoder method) (category_encoders.one_hot.OneHotEncoder method) (category_encoders.ordinal.OrdinalEncoder method) (category_encoders.polynomial.PolynomialEncoder method) (category_encoders.quantile_encoder.QuantileEncoder method) (category_encoders.quantile_encoder.SummaryEncoder method) (category_encoders.rankhot.RankHotEncoder method) (category_encoders.sum_coding.SumEncoder method) (category_encoders.target_encoder.TargetEncoder method) (category_encoders.woe.WOEEncoder method)

get_metadata_routing() (category_encoders.backward_difference.BackwardDifferenceEncoder method) (category_encoders.basen.BaseNEncoder method) (category_encoders.binary.BinaryEncoder method) (category_encoders.cat_boost.CatBoostEncoder method) (category_encoders.count.CountEncoder method) (category_encoders.glmm.GLMMEncoder method) (category_encoders.gray.GrayEncoder method) (category_encoders.hashing.HashingEncoder method) (category_encoders.helmert.HelmertEncoder method) (category_encoders.james_stein.JamesSteinEncoder method) (category_encoders.leave_one_out.LeaveOneOutEncoder method) (category_encoders.m_estimate.MEstimateEncoder method) (category_encoders.one_hot.OneHotEncoder method) (category_encoders.ordinal.OrdinalEncoder method) (category_encoders.polynomial.PolynomialEncoder method) (category_encoders.quantile_encoder.QuantileEncoder method) (category_encoders.quantile_encoder.SummaryEncoder method) (category_encoders.rankhot.RankHotEncoder method) (category_encoders.sum_coding.SumEncoder method) (category_encoders.target_encoder.TargetEncoder method) (category_encoders.woe.WOEEncoder method) get_params() (category_encoders.backward_difference.BackwardDifferenceEncoder method) (category_encoders.basen.BaseNEncoder method) (category_encoders.binary.BinaryEncoder method) (category_encoders.cat_boost.CatBoostEncoder method) (category_encoders.count.CountEncoder method) (category_encoders.glmm.GLMMEncoder method) (category_encoders.gray.GrayEncoder method) (category_encoders.hashing.HashingEncoder method) (category_encoders.helmert.HelmertEncoder method) (category_encoders.james_stein.JamesSteinEncoder method) (category_encoders.leave_one_out.LeaveOneOutEncoder method) (category_encoders.m_estimate.MEstimateEncoder method) (category_encoders.one_hot.OneHotEncoder method) (category_encoders.ordinal.OrdinalEncoder method) (category_encoders.polynomial.PolynomialEncoder method) (category_encoders.quantile_encoder.QuantileEncoder method) (category_encoders.quantile_encoder.SummaryEncoder method) (category_encoders.rankhot.RankHotEncoder method) (category_encoders.sum_coding.SumEncoder method) (category_encoders.target_encoder.TargetEncoder method) (category_encoders.woe.WOEEncoder method) GLMMEncoder (class in category_encoders.glmm) gray_code() (category_encoders.gray.GrayEncoder static method) GrayEncoder (class in category_encoders.gray)

H

hash_chunk() (category_encoders.hashing.HashingEncoder static method) hashing_trick() (category_encoders.hashing.HashingEncoder method) hashing_trick_with_np_no_parallel() (category_encoders.hashing.HashingEncoder method)

hashing_trick_with_np_parallel() (category_encoders.hashing.HashingEncoder method) HashingEncoder (class in category_encoders.hashing) HelmertEncoder (class in category_encoders.helmert)

I

inverse_transform() (category_encoders.basen.BaseNEncoder method) (category_encoders.binary.BinaryEncoder method) (category_encoders.gray.GrayEncoder method) (category_encoders.one_hot.OneHotEncoder method) (category_encoders.ordinal.OrdinalEncoder method) (category_encoders.rankhot.RankHotEncoder method)

J

JamesSteinEncoder (class in category_encoders.james_stein)

L

LeaveOneOutEncoder (class in category_encoders.leave_one_out)

M

MEstimateEncoder (class in category_encoders.m_estimate)

N

NestedCVWrapper (class in category_encoders.wrapper) number_to_base() (category_encoders.basen.BaseNEncoder static method) (category_encoders.binary.BinaryEncoder static method) (category_encoders.gray.GrayEncoder static method)

O

OneHotEncoder (class in category_encoders.one_hot)

ordinal_encoding() (category_encoders.ordinal.OrdinalEncoder static method) OrdinalEncoder (class in category_encoders.ordinal)

P

PolynomialEncoder (class in category_encoders.polynomial)

PolynomialWrapper (class in category_encoders.wrapper)

Q

quantile_encode() (category_encoders.quantile_encoder.QuantileEncoder method)

QuantileEncoder (class in category_encoders.quantile_encoder)

R

RankHotEncoder (class in category_encoders.rankhot)

reverse_dummies() (category_encoders.one_hot.OneHotEncoder static method)

S

set_inverse_transform_request() (category_encoders.basen.BaseNEncoder method) (category_encoders.binary.BinaryEncoder method) (category_encoders.gray.GrayEncoder method) (category_encoders.one_hot.OneHotEncoder method) (category_encoders.ordinal.OrdinalEncoder method) (category_encoders.rankhot.RankHotEncoder method) set_output() (category_encoders.backward_difference.BackwardDifferenceEncoder method) (category_encoders.basen.BaseNEncoder method) (category_encoders.binary.BinaryEncoder method) (category_encoders.cat_boost.CatBoostEncoder method) (category_encoders.count.CountEncoder method) (category_encoders.glmm.GLMMEncoder method) (category_encoders.gray.GrayEncoder method) (category_encoders.hashing.HashingEncoder method) (category_encoders.helmert.HelmertEncoder method) (category_encoders.james_stein.JamesSteinEncoder method) (category_encoders.leave_one_out.LeaveOneOutEncoder method) (category_encoders.m_estimate.MEstimateEncoder method) (category_encoders.one_hot.OneHotEncoder method) (category_encoders.ordinal.OrdinalEncoder method) (category_encoders.polynomial.PolynomialEncoder method) (category_encoders.quantile_encoder.QuantileEncoder method) (category_encoders.rankhot.RankHotEncoder method) (category_encoders.sum_coding.SumEncoder method) (category_encoders.target_encoder.TargetEncoder method) (category_encoders.woe.WOEEncoder method) set_params() (category_encoders.backward_difference.BackwardDifferenceEncoder method) (category_encoders.basen.BaseNEncoder method) (category_encoders.binary.BinaryEncoder method) (category_encoders.cat_boost.CatBoostEncoder method) (category_encoders.count.CountEncoder method) (category_encoders.glmm.GLMMEncoder method) (category_encoders.gray.GrayEncoder method) (category_encoders.hashing.HashingEncoder method) (category_encoders.helmert.HelmertEncoder method) (category_encoders.james_stein.JamesSteinEncoder method) (category_encoders.leave_one_out.LeaveOneOutEncoder method) (category_encoders.m_estimate.MEstimateEncoder method) (category_encoders.one_hot.OneHotEncoder method) (category_encoders.ordinal.OrdinalEncoder method) (category_encoders.polynomial.PolynomialEncoder method) (category_encoders.quantile_encoder.QuantileEncoder method) (category_encoders.quantile_encoder.SummaryEncoder method) (category_encoders.rankhot.RankHotEncoder method) (category_encoders.sum_coding.SumEncoder method) (category_encoders.target_encoder.TargetEncoder method) (category_encoders.woe.WOEEncoder method)

set_transform_request() (category_encoders.backward_difference.BackwardDifferenceEncoder method) (category_encoders.basen.BaseNEncoder method) (category_encoders.binary.BinaryEncoder method) (category_encoders.cat_boost.CatBoostEncoder method) (category_encoders.count.CountEncoder method) (category_encoders.glmm.GLMMEncoder method) (category_encoders.gray.GrayEncoder method) (category_encoders.hashing.HashingEncoder method) (category_encoders.helmert.HelmertEncoder method) (category_encoders.james_stein.JamesSteinEncoder method) (category_encoders.leave_one_out.LeaveOneOutEncoder method) (category_encoders.m_estimate.MEstimateEncoder method) (category_encoders.one_hot.OneHotEncoder method) (category_encoders.ordinal.OrdinalEncoder method) (category_encoders.polynomial.PolynomialEncoder method) (category_encoders.quantile_encoder.QuantileEncoder method) (category_encoders.quantile_encoder.SummaryEncoder method) (category_encoders.rankhot.RankHotEncoder method) (category_encoders.sum_coding.SumEncoder method) (category_encoders.target_encoder.TargetEncoder method) (category_encoders.woe.WOEEncoder method) SumEncoder (class in category_encoders.sum_coding) SummaryEncoder (class in category_encoders.quantile_encoder)

T

target_encode() (category_encoders.target_encoder.TargetEncoder method) TargetEncoder (class in category_encoders.target_encoder) transform() (category_encoders.backward_difference.BackwardDifferenceEncoder method) (category_encoders.basen.BaseNEncoder method) (category_encoders.binary.BinaryEncoder method) (category_encoders.cat_boost.CatBoostEncoder method) (category_encoders.count.CountEncoder method) (category_encoders.glmm.GLMMEncoder method) (category_encoders.gray.GrayEncoder method) (category_encoders.hashing.HashingEncoder method) (category_encoders.helmert.HelmertEncoder method) (category_encoders.james_stein.JamesSteinEncoder method) (category_encoders.leave_one_out.LeaveOneOutEncoder method) (category_encoders.m_estimate.MEstimateEncoder method) (category_encoders.one_hot.OneHotEncoder method) (category_encoders.ordinal.OrdinalEncoder method) (category_encoders.polynomial.PolynomialEncoder method) (category_encoders.quantile_encoder.QuantileEncoder method) (category_encoders.quantile_encoder.SummaryEncoder method) (category_encoders.rankhot.RankHotEncoder method) (category_encoders.sum_coding.SumEncoder method) (category_encoders.target_encoder.TargetEncoder method) (category_encoders.woe.WOEEncoder method) (category_encoders.wrapper.NestedCVWrapper method) (category_encoders.wrapper.PolynomialWrapper method)

transform_contrast_coding() (category_encoders.backward_difference.BackwardDifferenceEncoder static method) (category_encoders.helmert.HelmertEncoder static method) (category_encoders.polynomial.PolynomialEncoder static method) (category_encoders.sum_coding.SumEncoder static method) transform_leave_one_out() (category_encoders.leave_one_out.LeaveOneOutEncoder method)

W

WOEEncoder (class in category_encoders.woe)