index.rst

Feature Creation

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

.. toctree::
   :maxdepth: 1

   MathFeatures
   RelativeFeatures
   CyclicalFeatures
   DecisionTreeFeatures
   GeoDistanceTransformer

Transformers in other Libraries

Check also the following transformer from Scikit-learn:

• PolynomialFeatures
• SplineTransformer