.. _sphx_glr_auto_examples_preprocessing:

.. _preprocessing_examples:

Preprocessing examples
----------------------

Examples of how to use the :mod:`pmdarima.preprocessing` module to transform
your time series or exog features inside or outside of a pipeline.

.. raw:: html

   <br/>



.. raw:: html

    <div class="sphx-glr-thumbnails">

.. thumbnail-parent-div-open

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    <div class="sphx-glr-thumbcontainer" tooltip=" Some trends are common enough to appear seasonal, yet sporadic enough that approaching them from a seasonal perspective may not be valid. An example of this is the &quot;end-of-the-month&quot; effect. In this example, we&#x27;ll explore how we can create meaningful features that express seasonal trends without needing to fit a seasonal model.">

.. only:: html

  .. image:: /auto_examples/preprocessing/images/thumb/sphx_glr_example_date_featurizer_thumb.png
    :alt:

  :ref:`sphx_glr_auto_examples_preprocessing_example_date_featurizer.py`

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      <div class="sphx-glr-thumbnail-title">Modeling quasi-seasonal trends with date features</div>
    </div>


.. thumbnail-parent-div-close

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    </div>


.. toctree::
   :hidden:

   /auto_examples/preprocessing/example_date_featurizer