API
===

This part of the documentation lists the full API reference of all public
classes and functions.

Data Splitting
--------------

.. module:: preprocessy.data_splitting

.. autoclass:: Split
  :members:

.. autoclass:: KFold
  :members:

Encoding
--------

.. module:: preprocessy.encoding

.. autoclass:: Encoder
  :members:

Feature Selection
-----------------

.. module:: preprocessy.feature_selection

.. autoclass:: SelectKBest
  :members:

Input
--------

.. module:: preprocessy.input

.. autoclass:: Reader
  :members:

.. _null-docs:

Null Values
-----------

.. module:: preprocessy.missing_data

.. autoclass:: NullValuesHandler
  :members:

Outliers
--------

.. module:: preprocessy.outliers

.. autoclass:: HandleOutlier
  :members:

Scaling
--------

.. module:: preprocessy.scaling

.. autoclass:: Scaler
  :members:

Pipelines
----------

.. module:: preprocessy.pipelines

.. autoclass:: BasePipeline
  :members:

.. autoclass:: FeatureSelectionPipeline
  :members:

.. autoclass:: StandardPipeline
  :members: