Standardization

class aixd.data.normalization.Standardization(per_column=True)

Bases: MinusDivNormalization

Implements standardization as (x - mean) / std.

Parameters:

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

Methods

fit_minus_div_term

Inherited Methods

copy	Copies the normalization.
fit	Computes minus term and divisor term.
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.