StandardizeTransform

Inherits from: Transform

Standardize TimeSeries/Matrix objects with optional robust scaling.

Methods

__init__

__init__(self, method: str = 'zscore', ddof: int = 0, robust: bool = False, axis: str = 'time', *, multivariate: bool = False, align: str = 'intersection')

Initialize self. See help(type(self)) for accurate signature.

(Inherited from Transform)

fit

fit(self, x)

Fit the transform to the data. Returns self.

(Inherited from Transform)

fit_transform

fit_transform(self, x)

Fit and transform in one step.

inverse_transform

inverse_transform(self, y)

Reverse the transform. Not all transforms support this.

(Inherited from Transform)

transform

transform(self, x)

Apply the transform to data. Must be implemented by subclasses.

(Inherited from Transform)