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Examples - How to use HpBandSter
================================

This is a collection of examples of how to use the HpBandster Module.





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    <div class="sphx-glr-thumbcontainer" tooltip="Example 1">

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    .. figure:: /auto_examples/images/thumb/sphx_glr_example_1_local_sequential_thumb.png

        :ref:`sphx_glr_auto_examples_example_1_local_sequential.py`

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    </div>


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   /auto_examples/example_1_local_sequential

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    <div class="sphx-glr-thumbcontainer" tooltip="This example extends example 1 to multiple parallel workers. For demonstrational purposes, the ...">

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    .. figure:: /auto_examples/images/thumb/sphx_glr_example_2_local_parallel_threads_thumb.png

        :ref:`sphx_glr_auto_examples_example_2_local_parallel_threads.py`

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    </div>


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   /auto_examples/example_2_local_parallel_threads

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    <div class="sphx-glr-thumbcontainer" tooltip="Getting closer to a distributed setup, this examples shows how to connect a nameserver, an opti...">

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    .. figure:: /auto_examples/images/thumb/sphx_glr_example_3_local_parallel_processes_thumb.png

        :ref:`sphx_glr_auto_examples_example_3_local_parallel_processes.py`

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    </div>


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   /auto_examples/example_3_local_parallel_processes

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    <div class="sphx-glr-thumbcontainer" tooltip="This example shows how to run HpBandster in a cluster environment. The actual python code does ...">

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    .. figure:: /auto_examples/images/thumb/sphx_glr_example_4_cluster_thumb.png

        :ref:`sphx_glr_auto_examples_example_4_cluster.py`

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    </div>


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   /auto_examples/example_4_cluster

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    <div class="sphx-glr-thumbcontainer" tooltip="Small CNN for MNIST implementet in both Keras and PyTorch. This example also shows how to log r...">

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    .. figure:: /auto_examples/images/thumb/sphx_glr_example_5_mnist_thumb.png

        :ref:`sphx_glr_auto_examples_example_5_mnist.py`

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    </div>


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   /auto_examples/example_5_mnist

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    <div class="sphx-glr-thumbcontainer" tooltip="This example takes a run from example 5 and performs some analysis of it. It shows how to get t...">

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    .. figure:: /auto_examples/images/thumb/sphx_glr_plot_example_6_analysis_thumb.png

        :ref:`sphx_glr_auto_examples_plot_example_6_analysis.py`

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    </div>


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   /auto_examples/plot_example_6_analysis

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    <div class="sphx-glr-thumbcontainer" tooltip="This example takes a run from example 5 and allows you to interactively look at all runs perfor...">

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    .. figure:: /auto_examples/images/thumb/sphx_glr_plot_example_7_interactive_plot_thumb.png

        :ref:`sphx_glr_auto_examples_plot_example_7_interactive_plot.py`

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    </div>


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   /auto_examples/plot_example_7_interactive_plot

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    <div class="sphx-glr-thumbcontainer" tooltip="Sometimes it is desired to continue an already finished run because the optimization requires m...">

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    .. figure:: /auto_examples/images/thumb/sphx_glr_example_8_mnist_continued_thumb.png

        :ref:`sphx_glr_auto_examples_example_8_mnist_continued.py`

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    </div>


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   /auto_examples/example_8_mnist_continued

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    <div class="sphx-glr-thumbcontainer" tooltip="In this example implements a small CNN in Keras to train it on MNIST. The configuration space s...">

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    .. figure:: /auto_examples/images/thumb/sphx_glr_example_5_keras_worker_thumb.png

        :ref:`sphx_glr_auto_examples_example_5_keras_worker.py`

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    </div>


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   /auto_examples/example_5_keras_worker

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    <div class="sphx-glr-thumbcontainer" tooltip="In this example implements a small CNN in PyTorch to train it on MNIST. The configuration space...">

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    .. figure:: /auto_examples/images/thumb/sphx_glr_example_5_pytorch_worker_thumb.png

        :ref:`sphx_glr_auto_examples_example_5_pytorch_worker.py`

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    </div>


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   /auto_examples/example_5_pytorch_worker

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    <div class="sphx-glr-thumbcontainer" tooltip="This class implements a very simple worker used in the firt examples. ">

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    .. figure:: /auto_examples/images/thumb/sphx_glr_commons_thumb.png

        :ref:`sphx_glr_auto_examples_commons.py`

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    </div>


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   /auto_examples/commons
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    <div style='clear:both'></div>



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    :class: sphx-glr-footer-gallery


  .. container:: sphx-glr-download

    :download:`Download all examples in Python source code: auto_examples_python.zip <//home/sfalkner/repositories/github/HpBandSter/docs/source/auto_examples/auto_examples_python.zip>`



  .. container:: sphx-glr-download

    :download:`Download all examples in Jupyter notebooks: auto_examples_jupyter.zip <//home/sfalkner/repositories/github/HpBandSter/docs/source/auto_examples/auto_examples_jupyter.zip>`


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