MinusDivNormalization

class aixd.data.normalization.MinusDivNormalization(per_column: bool = True)[source]

Class defining normalizations of the form (x - minus_term) / divisor_term.

Parameters:: per_column (bool) – If set normalization is performed per column for multi-dim DataObjects.

Methods

`fit`	Computes minus term and divisor term.
`fit_minus_div_term`
`is_fitted`	Returns true if normalization strategy is fitted.
`normalize`	Normalizes the input.
`reset`	Method to reset fitted values.
`unnormalize`	Un-normalizes the input.

Inherited Methods

`copy`	Copies the normalization.
`fit_normalize`	Fits and normalizes.