Variable Transformation#

Feature-engine’s variable transformers transform numerical variables with various mathematical transformations.

Transformers in other Libraries#

These and additional transformations can be obtained with the following Scikit-learn classes:

Note that Scikit-klearn classes return Numpy arrays and are applied to the entire dataset.