:orphan:

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

Examples of how to use the mloptimizer library.


.. raw:: html

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


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    <div class="sphx-glr-thumbcontainer" tooltip="Quickstart example">

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

  :ref:`sphx_glr_auto_examples_plot_quickstart.py`

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


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    <div class="sphx-glr-thumbcontainer" tooltip="Evolution (logbook) graph">

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

  :ref:`sphx_glr_auto_examples_plot_evolution.py`

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      <div class="sphx-glr-thumbnail-title">Evolution (logbook) graph</div>
    </div>


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    <div class="sphx-glr-thumbcontainer" tooltip="Search space graph">

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

  :ref:`sphx_glr_auto_examples_plot_search_space.py`

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      <div class="sphx-glr-thumbnail-title">Search space graph</div>
    </div>


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    <div class="sphx-glr-thumbcontainer" tooltip="Regression Example">

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

  :ref:`sphx_glr_auto_examples_regression_example.py`

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


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    <div class="sphx-glr-thumbcontainer" tooltip="1) Genetic optimization - mloptimizer 2) Grid Search - scikit-learn 3) Random Search - scikit-l...">

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

  :ref:`sphx_glr_auto_examples_plot_xgboost_hyperparam_opt_comparison.py`

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      <div class="sphx-glr-thumbnail-title">XGBoost - Genetic vs Grid Search vs Random Search vs Bayesian Optimization</div>
    </div>


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    </div>


.. toctree::
   :hidden:

   /auto_examples/plot_quickstart
   /auto_examples/plot_evolution
   /auto_examples/plot_search_space
   /auto_examples/regression_example
   /auto_examples/plot_xgboost_hyperparam_opt_comparison


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  .. 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>`


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

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