:orphan:

.. _examples-index:

Examples
==================

Below is a gallery of examples of how to use the Trustee module.

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    <div class="sphx-glr-thumbcontainer" tooltip="Simple example on how to use the TrustReport class to analyze the explanations produced by RegressionTrustee from a MLPRegressor (neural network) from scikit-learn. Notice that using the method TrustReport.load(), one can load a previously generated report saved using trust_report.save().">

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  .. image:: /auto_examples/images/thumb/sphx_glr_trust_regression_thumb.png
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  :doc:`/auto_examples/trust_regression`

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      <div class="sphx-glr-thumbnail-title">TrustReport for Regression</div>
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    <div class="sphx-glr-thumbcontainer" tooltip="Simple example on how to use the TrustReport class to analyze the explanations produced by ClassificationTrustee from a RandomForestClassifier from scikit-learn. Notice that using the method TrustReport.load(), one can load a previously generated report saved using trust_report.save().">

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  .. image:: /auto_examples/images/thumb/sphx_glr_trust_classification_thumb.png
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  :doc:`/auto_examples/trust_classification`

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      <div class="sphx-glr-thumbnail-title">TrustReport for Classification</div>
    </div>


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    <div class="sphx-glr-thumbcontainer" tooltip="Simple example on how to use the ClassificationTrustee class to extract a decision tree from a MLPRegressor (neural network) from scikit-learn.">

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  .. image:: /auto_examples/images/thumb/sphx_glr_regression_thumb.png
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  :doc:`/auto_examples/regression`

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


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    <div class="sphx-glr-thumbcontainer" tooltip="Simple example on how to use the ClassificationTrustee class to extract a decision tree from a RandomForestClassifier from scikit-learn.">

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

  :doc:`/auto_examples/classification`

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


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    </div>


.. toctree::
   :hidden:

   /auto_examples/trust_regression
   /auto_examples/trust_classification
   /auto_examples/regression
   /auto_examples/classification


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

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      :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>`_