PowerTransform#

class sdm.processing.numerical.PowerTransform(*, standardize: bool = True)#

Apply a feature-wise Yeo-Johnson power transform.

NaN and infinite values are left out of the fitted statistics. NaN values are preserved during the transform.

Parameters:: standardize (bool) – If True, zero-mean and unit-variance the transformed features using statistics fitted after the power transform.

Capabilities#

Handled Semantic Types	`numerical`
Requires Fitting	✅