.. _api:

API
===

Full API documentation for Feature-engine transformers.

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

.. toctree::
   :maxdepth: 1

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

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

   pipeline/index

Datasets
--------
.. toctree::
   :maxdepth: 1

   datasets/index

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

   variable_handling/index