PCA

class sdm.processing.numerical.PCA(num_components: int)

Bases: Processor

Project numerical columns onto their principal components.

Parameters:

num_components (int) – Number of principal components to keep.

Capabilities

Handled Semantic Types	numerical
Requires Fitting	✅