.. _sphx_glr_auto_examples_advanced_features:

.. _examples-advanced_features:

Advanced Features
=================
These examples cover some of the low-level functionality of gaitmap that can be helpfull for for more advanced tasks
and performance optimization.



.. raw:: html

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


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    <div class="sphx-glr-thumbcontainer" tooltip="When working on large datasets, it can dramatically speed up calculations if multiple processin...">

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  .. image:: /auto_examples/advanced_features/images/thumb/sphx_glr_multi_process_thumb.png
    :alt: Running multiple pipelines in parallel

  :ref:`sphx_glr_auto_examples_advanced_features_multi_process.py`

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      <div class="sphx-glr-thumbnail-title">Running multiple pipelines in parallel</div>
    </div>


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    <div class="sphx-glr-thumbcontainer" tooltip="This example demonstrates how to save algorithms including their configuration to json and load...">

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  .. image:: /auto_examples/advanced_features/images/thumb/sphx_glr_algo_serialize_thumb.png
    :alt: Export Algorithms to JSON

  :ref:`sphx_glr_auto_examples_advanced_features_algo_serialize.py`

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      <div class="sphx-glr-thumbnail-title">Export Algorithms to JSON</div>
    </div>


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    <div class="sphx-glr-thumbcontainer" tooltip="Many algorithms implemented in gaitmap have a runtime of multiple seconds on larger datasets. I...">

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  .. image:: /auto_examples/advanced_features/images/thumb/sphx_glr_caching_thumb.png
    :alt: Caching algorithm outputs

  :ref:`sphx_glr_auto_examples_advanced_features_caching.py`

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      <div class="sphx-glr-thumbnail-title">Caching algorithm outputs</div>
    </div>


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    </div>


.. toctree::
   :hidden:

   /auto_examples/advanced_features/multi_process
   /auto_examples/advanced_features/algo_serialize
   /auto_examples/advanced_features/caching