.. _sphx_glr_auto_gallery_5-scikit-learn-connection:

Connect to Popular Libraries with ``scikit-learn`` API
---------------------------------------------------------

This part is intended to present all possible connection between ``abess`` and 
other popular Python libraries via the ``scikit-learn`` interface. 
It is keep developing and more examples will come up soon. 
Contributions for this part is extremely welcome! 



.. raw:: html

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


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Work with scikit-learn">

.. only:: html

  .. image:: /auto_gallery/5-scikit-learn-connection/images/thumb/sphx_glr_plot_1_scikit_learn_thumb.png
    :alt:

  :ref:`sphx_glr_auto_gallery_5-scikit-learn-connection_plot_1_scikit_learn.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Work with scikit-learn</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Work with geomstats">

.. only:: html

  .. image:: /auto_gallery/5-scikit-learn-connection/images/thumb/sphx_glr_plot_2_geomstats_thumb.png
    :alt:

  :ref:`sphx_glr_auto_gallery_5-scikit-learn-connection_plot_2_geomstats.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Work with geomstats</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Work with DoubleML">

.. only:: html

  .. image:: /auto_gallery/5-scikit-learn-connection/images/thumb/sphx_glr_plot_3_double_machine_learning_thumb.png
    :alt:

  :ref:`sphx_glr_auto_gallery_5-scikit-learn-connection_plot_3_double_machine_learning.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Work with DoubleML</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Work with pyts">

.. only:: html

  .. image:: /auto_gallery/5-scikit-learn-connection/images/thumb/sphx_glr_plot_4_pyts_thumb.png
    :alt:

  :ref:`sphx_glr_auto_gallery_5-scikit-learn-connection_plot_4_pyts.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Work with pyts</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Work with DoWhy">

.. only:: html

  .. image:: /auto_gallery/5-scikit-learn-connection/images/thumb/sphx_glr_plot_5_dowhy_thumb.png
    :alt:

  :ref:`sphx_glr_auto_gallery_5-scikit-learn-connection_plot_5_dowhy.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Work with DoWhy</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Work with imbalanced-learn">

.. only:: html

  .. image:: /auto_gallery/5-scikit-learn-connection/images/thumb/sphx_glr_plot_6_imbalanced_learn_thumb.png
    :alt:

  :ref:`sphx_glr_auto_gallery_5-scikit-learn-connection_plot_6_imbalanced_learn.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Work with imbalanced-learn</div>
    </div>


.. raw:: html

    </div>


.. toctree::
   :hidden:

   /auto_gallery/5-scikit-learn-connection/plot_1_scikit_learn
   /auto_gallery/5-scikit-learn-connection/plot_2_geomstats
   /auto_gallery/5-scikit-learn-connection/plot_3_double_machine_learning
   /auto_gallery/5-scikit-learn-connection/plot_4_pyts
   /auto_gallery/5-scikit-learn-connection/plot_5_dowhy
   /auto_gallery/5-scikit-learn-connection/plot_6_imbalanced_learn