Standardize

class sdm.processing.numerical.Standardize(*, eps: float = 0.0)

Bases: Processor, InvertibleMixin

Center and scale each feature column.

Constant columns use a unit scale to keep the transform finite and invertible. NaN and infinite values are ignored when fitting statistics and preserved during the transform.

Parameters:

eps (float) – Value added to each fitted standard deviation.

Capabilities

Handled Semantic Types	numerical
Requires Fitting	✅