:orphan:



.. _sphx_glr_auto_examples:

.. _general_examples_benchmark:

Examples Gallery
----------------

.. contents:: Contents
   :local:
   :depth: 2



.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This is an example demonstrating Pyglmnet with group lasso regularization, typical in regressio...">

.. only:: html

    .. figure:: /auto_examples/images/thumb/sphx_glr_plot_group_lasso_thumb.png

        :ref:`sphx_glr_auto_examples_plot_group_lasso.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /auto_examples/plot_group_lasso

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This is a real dataset of per capita violent crime, with demographic data comprising 128 attrib...">

.. only:: html

    .. figure:: /auto_examples/images/thumb/sphx_glr_plot_community_crime_thumb.png

        :ref:`sphx_glr_auto_examples_plot_community_crime.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /auto_examples/plot_community_crime

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Tikhonov regularization is a generalized form of L2-regularization. It allows us to articulate ...">

.. only:: html

    .. figure:: /auto_examples/images/thumb/sphx_glr_plot_tikhonov_thumb.png

        :ref:`sphx_glr_auto_examples_plot_tikhonov.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /auto_examples/plot_tikhonov
.. raw:: html

    <div style='clear:both'></div>



.. only :: html

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


  .. container:: sphx-glr-download

    :download:`Download all examples in Python source code: auto_examples_python.zip <//Users/mainak/Documents/github_repos/pyglmnet/doc/auto_examples/auto_examples_python.zip>`



  .. container:: sphx-glr-download

    :download:`Download all examples in Jupyter notebooks: auto_examples_jupyter.zip <//Users/mainak/Documents/github_repos/pyglmnet/doc/auto_examples/auto_examples_jupyter.zip>`


.. only:: html

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

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