feature_selection#

Feature selection utilities for transforms.

Provides standardized feature selection with include/exclude patterns. Transforms use this to consistently specify which features to operate on.

Functions#

Exclude(*features)

Helper to create a FeatureSelection that excludes specified features.

ExcludeRegex(*patterns)

Helper to create a FeatureSelection that excludes features matching regex patterns.

Include(*features)

Helper to create a FeatureSelection that includes only specified features.

IncludeRegex(*patterns)

Helper to create a FeatureSelection that includes features matching regex patterns.

Classes#

FeatureSelection(**data)

Standardized feature selection with include/exclude patterns.