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    div#sidebarbutton {
        /* hide the sidebar collapser, while ensuring vertical arrangement */
        width: 0px;
        overflow: hidden;
    }
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Examples
========

.. _examples-index:



.. _general_examples:

General examples
----------------

These are general purpose examples which show a few of the capabilities
and intended uses of ``sklearn-theano``.





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.. figure:: ./images/thumb/plot_cifar_fully_connected_generator.png
   :target: ./plot_cifar_fully_connected_generator.html

   :ref:`example_plot_cifar_fully_connected_generator.py`


.. raw:: html


    <p>This demo of a CIFAR generator is based on the work of I. Goodfellow, J. Pouget-Abadie, M. Mirz...
    </p></div>
    </div>



.. toctree::
   :hidden:

   ./plot_cifar_fully_connected_generator



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.. figure:: ./images/thumb/plot_mnist_generator.png
   :target: ./plot_mnist_generator.html

   :ref:`example_plot_mnist_generator.py`


.. raw:: html


    <p>This demo of an MNIST generator is based on the work of I. Goodfellow, J. Pouget-Abadie, M. Mir...
    </p></div>
    </div>



.. toctree::
   :hidden:

   ./plot_mnist_generator



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.. figure:: ./images/thumb/plot_single_localization.png
   :target: ./plot_single_localization.html

   :ref:`example_plot_single_localization.py`


.. raw:: html


    <p>Drawing a bounding box on a detected object is crucial to properly finding objects in images. O...
    </p></div>
    </div>



.. toctree::
   :hidden:

   ./plot_single_localization



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.. figure:: ./images/thumb/plot_classification.png
   :target: ./plot_classification.html

   :ref:`example_plot_classification.py`


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    <p>In this example, an image is input to an OverfeatClassifier, and the top N probability outputs ...
    </p></div>
    </div>



.. toctree::
   :hidden:

   ./plot_classification



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.. figure:: ./images/thumb/plot_asirra_dataset.png
   :target: ./plot_asirra_dataset.html

   :ref:`example_plot_asirra_dataset.py`


.. raw:: html


    <p>This example shows a basic use of the OverfeatTransformer in a scikit-learn pipeline in order t...
    </p></div>
    </div>



.. toctree::
   :hidden:

   ./plot_asirra_dataset



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.. figure:: ./images/thumb/plot_comparison.png
   :target: ./plot_comparison.html

   :ref:`example_plot_comparison.py`


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    <p>In this example, an image is input to an OverfeatClassifier and a GoogLeNetClassifier, and the ...
    </p></div>
    </div>



.. toctree::
   :hidden:

   ./plot_comparison



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.. figure:: ./images/thumb/plot_multiple_localization.png
   :target: ./plot_multiple_localization.html

   :ref:`example_plot_multiple_localization.py`


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    <p>Extending on the ``plot_localization_tutorial`` example, there are more advanced ways to search...
    </p></div>
    </div>



.. toctree::
   :hidden:

   ./plot_multiple_localization



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.. figure:: ./images/thumb/plot_overfeat_layer1_filters.png
   :target: ./plot_overfeat_layer1_filters.html

   :ref:`example_plot_overfeat_layer1_filters.py`


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    <p>The first layers of convolutional neural networks often have very "human interpretable" values,...
    </p></div>
    </div>



.. toctree::
   :hidden:

   ./plot_overfeat_layer1_filters



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.. figure:: ./images/thumb/plot_localization_tutorial.png
   :target: ./plot_localization_tutorial.html

   :ref:`example_plot_localization_tutorial.py`


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    <p>Convolutional neural networks can also be used to localize an object in a large image. This exa...
    </p></div>
    </div>



.. toctree::
   :hidden:

   ./plot_localization_tutorial


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    <div class="clearer"></div>