:orphan:

.. _examples:

Multimodal Examples
===================






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MuCuMBo Examples
----------------

The following toy examples illustrate how the MuCuMBo algorithm exploits
cooperation between views for classification.




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

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    <div class="sphx-glr-thumbcontainer" tooltip="In this toy example, we generate data from two classes, split between two two-dimensional views.">

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  .. image:: /tutorial/auto_examples/combo/images/thumb/sphx_glr_plot_combo_2_views_2_classes_thumb.png
    :alt:

  :doc:`/tutorial/auto_examples/combo/plot_combo_2_views_2_classes`

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      <div class="sphx-glr-thumbnail-title">MuCombo 2 views, 2 classes example</div>
    </div>


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    <div class="sphx-glr-thumbcontainer" tooltip="In this toy example, we generate data from three classes, split between three two-dimensional views.">

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  .. image:: /tutorial/auto_examples/combo/images/thumb/sphx_glr_plot_combo_3_views_3_classes_thumb.png
    :alt:

  :doc:`/tutorial/auto_examples/combo/plot_combo_3_views_3_classes`

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      <div class="sphx-glr-thumbnail-title">MuCombo 3 views, 3 classes example</div>
    </div>


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    </div>


MuMBo Examples
--------------

The following toy examples illustrate how the MuMBo algorithm exploits
cooperation between views for classification.




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

.. thumbnail-parent-div-open

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="In this toy example, we generate data from two classes, split between two two-dimensional views.">

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  .. image:: /tutorial/auto_examples/mumbo/images/thumb/sphx_glr_plot_mumbo_2_views_2_classes_thumb.png
    :alt:

  :doc:`/tutorial/auto_examples/mumbo/plot_mumbo_2_views_2_classes`

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      <div class="sphx-glr-thumbnail-title">Mumbo 2 views, 2 classes example</div>
    </div>


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    <div class="sphx-glr-thumbcontainer" tooltip="In this toy example, we generate data from three classes, split between three two-dimensional views.">

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  .. image:: /tutorial/auto_examples/mumbo/images/thumb/sphx_glr_plot_mumbo_3_views_3_classes_thumb.png
    :alt:

  :doc:`/tutorial/auto_examples/mumbo/plot_mumbo_3_views_3_classes`

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      <div class="sphx-glr-thumbnail-title">Mumbo 3 views, 3 classes example</div>
    </div>


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    </div>


MVML Examples
-------------

The following toy examples illustrate how the MVML algorithm




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    <div class="sphx-glr-thumbcontainer" tooltip="Demonstration uses scikit-learn for retrieving datasets and for calculating rbf kernel function, see http://scikit-learn.org/stable/">

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  .. image:: /tutorial/auto_examples/mvml/images/thumb/sphx_glr_plot_mvml__thumb.png
    :alt:

  :doc:`/tutorial/auto_examples/mvml/plot_mvml_`

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      <div class="sphx-glr-thumbnail-title">MVML</div>
    </div>


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    </div>


Use Case Examples on Digit
--------------------------

The following toy examples illustrate how the multimodal as usecase on digit  dataset of sklearn




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    <div class="sphx-glr-thumbcontainer" tooltip="Function plot_subplot">

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  .. image:: /tutorial/auto_examples/usecase/images/thumb/sphx_glr_usecase_function_thumb.png
    :alt:

  :doc:`/tutorial/auto_examples/usecase/usecase_function`

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      <div class="sphx-glr-thumbnail-title">Use Case Function module</div>
    </div>


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    <div class="sphx-glr-thumbcontainer" tooltip="multi class digit from sklearn, multivue  - vue 0 digit data (color of sklearn)  - vue 1 gradiant of image in first direction  - vue 2 gradiant of image in second direction">

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  .. image:: /tutorial/auto_examples/usecase/images/thumb/sphx_glr_plot_usecase_exampleMumBo_thumb.png
    :alt:

  :doc:`/tutorial/auto_examples/usecase/plot_usecase_exampleMumBo`

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      <div class="sphx-glr-thumbnail-title">Use Case MumBo on digit</div>
    </div>


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    <div class="sphx-glr-thumbcontainer" tooltip="multi class digit from sklearn, multivue  - vue 0 digit data (color of sklearn)  - vue 1 gradiant of image in first direction  - vue 2 gradiant of image in second direction">

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  .. image:: /tutorial/auto_examples/usecase/images/thumb/sphx_glr_plot_usecase_exampleMVML_thumb.png
    :alt:

  :doc:`/tutorial/auto_examples/usecase/plot_usecase_exampleMVML`

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      <div class="sphx-glr-thumbnail-title">Use Case of MVML on digit</div>
    </div>


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    <div class="sphx-glr-thumbcontainer" tooltip="Use Case MKL on digit">

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  .. image:: /tutorial/auto_examples/usecase/images/thumb/sphx_glr_plot_usecase_exampleMKL_thumb.png
    :alt:

  :doc:`/tutorial/auto_examples/usecase/plot_usecase_exampleMKL`

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      <div class="sphx-glr-thumbnail-title">Use Case MKL on digit</div>
    </div>


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    <div class="sphx-glr-thumbcontainer" tooltip="multi class digit from sklearn, multivue  - vue 0 digit data (color of sklearn)  - vue 1 gradiant of image in first direction  - vue 2 gradiant of image in second direction">

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  .. image:: /tutorial/auto_examples/usecase/images/thumb/sphx_glr_plot_usecase_exampleMuComBo_thumb.png
    :alt:

  :doc:`/tutorial/auto_examples/usecase/plot_usecase_exampleMuComBo`

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      <div class="sphx-glr-thumbnail-title">Use Case MuComBo on digit</div>
    </div>


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    </div>


.. toctree::
   :hidden:
   :includehidden:


   /tutorial/auto_examples/combo/index.rst
   /tutorial/auto_examples/mumbo/index.rst
   /tutorial/auto_examples/mvml/index.rst
   /tutorial/auto_examples/usecase/index.rst


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

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

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


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

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