Index

F

fit() (torchscalers.log.LogScaler method) (torchscalers.maxabs.MaxAbsScaler method) (torchscalers.minmax.MinMaxScaler method) (torchscalers.mixed_domain.MixedDomainScaler method) (torchscalers.per_domain.PerDomainScaler method) (torchscalers.robust.RobustScaler method) (torchscalers.scaler.Scaler method) (torchscalers.shift_scale.ShiftScaleScaler method) (torchscalers.zscore.ZScoreScaler method)

fit_transform() (torchscalers.scaler.Scaler method) fitted (torchscalers.log.LogScaler attribute) (torchscalers.maxabs.MaxAbsScaler attribute) (torchscalers.minmax.MinMaxScaler attribute) (torchscalers.robust.RobustScaler attribute) (torchscalers.shift_scale.ShiftScaleScaler attribute) (torchscalers.zscore.ZScoreScaler attribute) forward() (torchscalers.scaler.Scaler method)

I

inverse_transform() (torchscalers.log.LogScaler method) (torchscalers.maxabs.MaxAbsScaler method) (torchscalers.minmax.MinMaxScaler method) (torchscalers.mixed_domain.MixedDomainScaler method) (torchscalers.per_domain.PerDomainScaler method) (torchscalers.robust.RobustScaler method) (torchscalers.scaler.Scaler method) (torchscalers.shift_scale.ShiftScaleScaler method) (torchscalers.zscore.ZScoreScaler method)

iqr_ (torchscalers.robust.RobustScaler attribute)

L

LogScaler (class in torchscalers.log)

M

max_ (torchscalers.minmax.MinMaxScaler attribute) max_abs_ (torchscalers.maxabs.MaxAbsScaler attribute) MaxAbsScaler (class in torchscalers.maxabs) mean (torchscalers.zscore.ZScoreScaler attribute)

median_ (torchscalers.robust.RobustScaler attribute) min_ (torchscalers.minmax.MinMaxScaler attribute) MinMaxScaler (class in torchscalers.minmax) MixedDomainScaler (class in torchscalers.mixed_domain)

P

PerDomainScaler (class in torchscalers.per_domain)

R

register() (torchscalers.mixed_domain.MixedDomainScaler method)

RobustScaler (class in torchscalers.robust)

S

scale_ (torchscalers.shift_scale.ShiftScaleScaler attribute) Scaler (class in torchscalers.scaler)

shift_ (torchscalers.shift_scale.ShiftScaleScaler attribute) ShiftScaleScaler (class in torchscalers.shift_scale) std (torchscalers.zscore.ZScoreScaler attribute)

T

transform() (torchscalers.log.LogScaler method) (torchscalers.maxabs.MaxAbsScaler method) (torchscalers.minmax.MinMaxScaler method) (torchscalers.mixed_domain.MixedDomainScaler method) (torchscalers.per_domain.PerDomainScaler method) (torchscalers.robust.RobustScaler method) (torchscalers.scaler.Scaler method) (torchscalers.shift_scale.ShiftScaleScaler method) (torchscalers.zscore.ZScoreScaler method)

Z

ZScoreScaler (class in torchscalers.zscore)