.. Do not use here directive ``autosummary``

.. _preprocessing-python-api:

Python API
==========

``GetDummies`` emphasizes pandas-style expansion. ``DummyCodeEncoder`` owns
fitted category state and inverse transformation. Choose based on lifecycle and
schema requirements rather than name preference.