PowerTransform#

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

Apply a Yeo-Johnson power transform to each numerical column.

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

Parameters:: standardize (bool) – If True, standardize each transformed numerical column using statistics fitted after the power transform.

Capabilities#

Handled Semantic Types	`numerical`
Requires Fitting	✅