DataObjectNormalization

class aixd.data.normalization.DataObjectNormalization

Bases: object

Abstract base class to implement DataObject normalization

Methods

copy	Copies the normalization.
fit	Method to implement to estimate values used for normalization, e.g., mean, std, min, max, etc.
fit_normalize	Fits and normalizes.
is_fitted	Returns true if normalization strategy is fitted.
normalize	Normalizes the input.
reset	Method to reset fitted values.
unnormalize	Un-normalizes the input.