:orphan:

.. _general_examples:

Example Gallery
===============

Introductory examples.


.. raw:: html

  <div id='sg-tag-list' class='sphx-glr-tag-list'></div>


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

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    <div class="sphx-glr-thumbcontainer" tooltip="Training the SOM representation estimator">

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  .. image:: /auto_examples/images/thumb/sphx_glr_demonstrate_01_train_som_representation_estimator_thumb.png
    :alt:

  :doc:`/auto_examples/demonstrate_01_train_som_representation_estimator`

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      <div class="sphx-glr-thumbnail-title">Training the SOM representation estimator</div>
    </div>


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    <div class="sphx-glr-thumbcontainer" tooltip="Training the PAN estimator">

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  .. image:: /auto_examples/images/thumb/sphx_glr_demonstrate_02_train_pan_estimator_thumb.png
    :alt:

  :doc:`/auto_examples/demonstrate_02_train_pan_estimator`

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      <div class="sphx-glr-thumbnail-title">Training the PAN estimator</div>
    </div>


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    <div class="sphx-glr-thumbcontainer" tooltip="PAN estimator as Outlier Detector vs Classifier">

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  .. image:: /auto_examples/images/thumb/sphx_glr_demonstrate_03_pan_estimator_types_thumb.png
    :alt:

  :doc:`/auto_examples/demonstrate_03_pan_estimator_types`

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      <div class="sphx-glr-thumbnail-title">PAN estimator as Outlier Detector vs Classifier</div>
    </div>


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    <div class="sphx-glr-thumbcontainer" tooltip="Scoring samples based on deviation from the normal representation">

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  .. image:: /auto_examples/images/thumb/sphx_glr_demonstrate_04_inspect_score_samples_normal_aspect_thumb.png
    :alt:

  :doc:`/auto_examples/demonstrate_04_inspect_score_samples_normal_aspect`

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      <div class="sphx-glr-thumbnail-title">Scoring samples based on deviation from the normal representation</div>
    </div>


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    <div class="sphx-glr-thumbcontainer" tooltip="Scoring samples based on deviation from the abnormal representation">

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  .. image:: /auto_examples/images/thumb/sphx_glr_demonstrate_05_inspect_score_samples_abnormal_aspect_thumb.png
    :alt:

  :doc:`/auto_examples/demonstrate_05_inspect_score_samples_abnormal_aspect`

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      <div class="sphx-glr-thumbnail-title">Scoring samples based on deviation from the abnormal representation</div>
    </div>


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    <div class="sphx-glr-thumbcontainer" tooltip="Scoring samples based on the nudge mechanism">

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  .. image:: /auto_examples/images/thumb/sphx_glr_demonstrate_06_inspect_score_samples_nudged_aspect_thumb.png
    :alt:

  :doc:`/auto_examples/demonstrate_06_inspect_score_samples_nudged_aspect`

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      <div class="sphx-glr-thumbnail-title">Scoring samples based on the nudge mechanism</div>
    </div>


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    <div class="sphx-glr-thumbcontainer" tooltip="Decision score and predictions based on the nudge mechanism">

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  .. image:: /auto_examples/images/thumb/sphx_glr_demonstrate_07_inspect_predictions_thumb.png
    :alt:

  :doc:`/auto_examples/demonstrate_07_inspect_predictions`

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      <div class="sphx-glr-thumbnail-title">Decision score and predictions based on the nudge mechanism</div>
    </div>


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    <div class="sphx-glr-thumbcontainer" tooltip="Proximity to learned representations and relationship to threshold">

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  .. image:: /auto_examples/images/thumb/sphx_glr_demonstrate_08_inspect_score_component_display_thumb.png
    :alt:

  :doc:`/auto_examples/demonstrate_08_inspect_score_component_display`

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      <div class="sphx-glr-thumbnail-title">Proximity to learned representations and relationship to threshold</div>
    </div>


.. thumbnail-parent-div-close

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    </div>


.. toctree::
   :hidden:

   /auto_examples/demonstrate_01_train_som_representation_estimator
   /auto_examples/demonstrate_02_train_pan_estimator
   /auto_examples/demonstrate_03_pan_estimator_types
   /auto_examples/demonstrate_04_inspect_score_samples_normal_aspect
   /auto_examples/demonstrate_05_inspect_score_samples_abnormal_aspect
   /auto_examples/demonstrate_06_inspect_score_samples_nudged_aspect
   /auto_examples/demonstrate_07_inspect_predictions
   /auto_examples/demonstrate_08_inspect_score_component_display


.. only:: html

  .. 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 </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>`


.. only:: html

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

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