:orphan:



.. _sphx_glr_auto_examples:

==========================
Example `fracridge` usage
==========================




.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Because Fracridge is implemented using a Scikit-Learn-compatible API, the objects in the librar...">

.. only:: html

 .. figure:: /auto_examples/images/thumb/sphx_glr_plot_pipeline_thumb.png
     :alt: Integrating FracRidge objects into sklearn pipelines

     :ref:`sphx_glr_auto_examples_plot_pipeline.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /auto_examples/plot_pipeline

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Here we compare parameterization using fractional ridge regression (FRR) and standard ridge reg...">

.. only:: html

 .. figure:: /auto_examples/images/thumb/sphx_glr_plot_alpha_vs_gamma_thumb.png
     :alt: Comparing alpha and fracs

     :ref:`sphx_glr_auto_examples_plot_alpha_vs_gamma.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /auto_examples/plot_alpha_vs_gamma

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This example demonstrates some of the properties of the FRR approach and compares it to the use...">

.. only:: html

 .. figure:: /auto_examples/images/thumb/sphx_glr_plot_paths_cv_curves_thumb.png
     :alt: Coefficient paths and cross-validation curves

     :ref:`sphx_glr_auto_examples_plot_paths_cv_curves.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /auto_examples/plot_paths_cv_curves
.. raw:: html

    <div class="sphx-glr-clear"></div>



.. _sphx_glr_auto_examples_paper_figures:

The code in this directory relies on functions contained in:
  http://github.com/kendrickkay/knkutils/


.. raw:: html

    <div class="sphx-glr-clear"></div>



.. only :: html

 .. container:: sphx-glr-footer
    :class: sphx-glr-footer-gallery


  .. container:: sphx-glr-download sphx-glr-download-python

    :download:`Download all examples in Python source code: auto_examples_python.zip </auto_examples/auto_examples_python.zip>`



  .. container:: sphx-glr-download sphx-glr-download-jupyter

    :download:`Download all examples in Jupyter notebooks: auto_examples_jupyter.zip </auto_examples/auto_examples_jupyter.zip>`


.. only:: html

 .. rst-class:: sphx-glr-signature

    `Gallery generated by Sphinx-Gallery <https://sphinx-gallery.github.io>`_