.. -*- mode: rst -*-
.. _user_guide:

User Guide
==========

In this section you will find additional information about Feature-engine's transformers
and feature engineering transformations in general, as well as additional examples.

Transformation
--------------

.. toctree::
   :maxdepth: 1

   imputation/index
   encoding/index
   discretisation/index
   outliers/index
   transformation/index
   scaling/index

Creation
--------

.. toctree::
   :maxdepth: 1

   creation/index
   datetime/index


Selection
---------
.. toctree::
   :maxdepth: 1

   selection/index


Time series
-----------

.. toctree::
   :maxdepth: 1

   timeseries/index


Other
-----
.. toctree::
   :maxdepth: 1

   preprocessing/index
   wrappers/index

Pipeline
--------
.. toctree::
   :maxdepth: 1

   pipeline/index

Tools
-----
.. toctree::
   :maxdepth: 1

   variable_handling/index