MinusOneToOne

class aixd.data.normalization.MinusOneToOne(per_column=True)[source]

Implements the minus-one-to-one normalization as 2 * (((x - min) / (max - min)) - 0.5).

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

Methods

`normalize`	Normalizes the input.
`unnormalize`	Un-normalizes the input.

Inherited Methods

`copy`	Copies the normalization.
`fit`	Computes minus term and divisor term.
`fit_minus_div_term`
`fit_normalize`	Fits and normalizes.
`is_fitted`	Returns true if normalization strategy is fitted.
`reset`	Method to reset fitted values.