Feature Creation

Feature-engine’s creation transformers create and add new features to the dataframe by either combining or transforming existing features.

• MathematicalCombination
• CombineWithReferenceFeature
• CyclicalTransformer

Transformers in other Libraries

Check also the following transformer from Scikit-learn:

• PolynomialFeatures

previous

YeoJohnsonTransformer

next

MathematicalCombination