Feature Creation

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

• MathFeatures
• RelativeFeatures
• CyclicalFeatures

Transformers in other Libraries

Check also the following transformer from Scikit-learn:

• PolynomialFeatures

• SplineTransformer