:orphan:

Examples
========

Practical usage examples for DBGSOM's ``SomVQ`` and ``SomClassifier``.


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    <div class="sphx-glr-thumbcontainer" tooltip="Classifies handwritten digits from the sklearn digits dataset using SomClassifier wrapped in a scikit-learn Pipeline with StandardScaler.">

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  .. image:: /auto_examples/images/thumb/sphx_glr_plot_digit_classification_thumb.png
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  :doc:`/auto_examples/plot_digit_classification`

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      <div class="sphx-glr-thumbnail-title">Digit Classification with SomClassifier</div>
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    <div class="sphx-glr-thumbcontainer" tooltip="Demonstrates unsupervised clustering on synthetic 2D data using SomVQ. Because the data is 2-dimensional, both the input points and the learned neuron positions can be visualized in the same space.">

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  .. image:: /auto_examples/images/thumb/sphx_glr_plot_2d_clustering_thumb.png
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  :doc:`/auto_examples/plot_2d_clustering`

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      <div class="sphx-glr-thumbnail-title">2D Clustering with SomVQ</div>
    </div>


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    </div>


.. toctree::
   :hidden:

   /auto_examples/plot_digit_classification
   /auto_examples/plot_2d_clustering


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


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