.. _sphx_glr_examples_examples_uq:

.. _uq-examples:

Uncertainty quantification
--------------------------



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

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    <div class="sphx-glr-thumbcontainer" tooltip="Author(s): Romain Egele.">

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  .. image:: /examples/examples_uq/images/thumb/sphx_glr_plot_hpo_tree_ensemble_uq_classification_sklearn_thumb.png
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  :doc:`/examples/examples_uq/plot_hpo_tree_ensemble_uq_classification_sklearn`

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      <div class="sphx-glr-thumbnail-title">Hyperparameter Optimized Ensemble of Random Decision Trees with Uncertainty for Classification</div>
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    <div class="sphx-glr-thumbcontainer" tooltip="Author(s): Romain Egele, Brett Eiffert.">

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  .. image:: /examples/examples_uq/images/thumb/sphx_glr_plot_nas_deep_ensemble_uq_regression_pytorch_thumb.png
    :alt:

  :doc:`/examples/examples_uq/plot_nas_deep_ensemble_uq_regression_pytorch`

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      <div class="sphx-glr-thumbnail-title">Neural Architecture Search and Deep Ensemble with Uncertainty Quantification for Regression (Pytorch)</div>
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    </div>


.. toctree::
   :hidden:

   /examples/examples_uq/plot_hpo_tree_ensemble_uq_classification_sklearn
   /examples/examples_uq/plot_nas_deep_ensemble_uq_regression_pytorch