.. raw:: html


    <style type="text/css">
    div#sidebarbutton {
        /* hide the sidebar collapser, while ensuring vertical arrangement */
        display: none;
    }
    </style>

.. _examples-index:

Examples
========




Examples of using factorization machines and polynomial networks with the polylearn library.




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    <div class="thumbnailContainer" tooltip="Plots the decision function learned by a factorization machine for a noisy non-linearly separab...">

.. only:: html

  .. figure:: ./images/thumb/plot_xor.png
    :target: ./plot_xor.html

    :ref:`example_plot_xor.py`


.. raw:: html

    </div>



.. toctree::
   :hidden:

   ./plot_xor



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    <div class="thumbnailContainer" tooltip="In this example we show how to use the `warm_start` attribute to efficiently compute the regula...">

.. only:: html

  .. figure:: ./images/thumb/plot_regularization_path.png
    :target: ./plot_regularization_path.html

    :ref:`example_plot_regularization_path.py`


.. raw:: html

    </div>



.. toctree::
   :hidden:

   ./plot_regularization_path


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    <div class="clearer"></div>