:orphan:



.. _sphx_glr_auto_examples:

.. _general_examples:

General examples
================

Introductory examples.



.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="The GroupLasso estimates a set of sparse coefficients for multiple regression models that share...">

.. only:: html

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

        :ref:`sphx_glr_auto_examples_plot_grouplasso.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /auto_examples/plot_grouplasso

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="DirtyModel estimates a set of sparse coefficients for multiple regression models that share a f...">

.. only:: html

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

        :ref:`sphx_glr_auto_examples_plot_dirty.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /auto_examples/plot_dirty

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="The adaptive or reweighted Lasso minimizes the non-convex L0.5 pseudo norm which is a better sp...">

.. only:: html

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

        :ref:`sphx_glr_auto_examples_plot_reweighted.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /auto_examples/plot_reweighted

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This example compares the Group Lasso, Dirty models and multilevel Lasso.">

.. only:: html

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

        :ref:`sphx_glr_auto_examples_plot_mixed_norms.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /auto_examples/plot_mixed_norms

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="The aim of this example is to show how Dirty models change with the choice of their tuning hype...">

.. only:: html

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

        :ref:`sphx_glr_auto_examples_plot_dirty_tuning.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /auto_examples/plot_dirty_tuning

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This example performs classification of Handwritten digits using MTW. Each digit recognition is...">

.. only:: html

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

        :ref:`sphx_glr_auto_examples_plot_digits.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /auto_examples/plot_digits
.. 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/hichamjanati/Documents/github/mutar/docs/auto_examples/auto_examples_python.zip>`



  .. container:: sphx-glr-download

    :download:`Download all examples in Jupyter notebooks: auto_examples_jupyter.zip <//Users/hichamjanati/Documents/github/mutar/docs/auto_examples/auto_examples_jupyter.zip>`


.. only:: html

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

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