.. _sphx_glr_auto_examples_datasets_and_pipelines:

.. _examples-datasets_and_pipelines:

Datasets and Pipelines
======================
Examples that show how to to use `tpcp` datasets and pipelines together with gaitmap.
These are basically the same examples you will find in the tpcp documentation, but adapted to work with gaitmap.


.. raw:: html

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


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Grid Search optimal Algorithm Parameter">

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  .. image:: /auto_examples/datasets_and_pipelines/images/thumb/sphx_glr_gridsearch_thumb.png
    :alt: Grid Search optimal Algorithm Parameter

  :ref:`sphx_glr_auto_examples_datasets_and_pipelines_gridsearch.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Grid Search optimal Algorithm Parameter</div>
    </div>


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    <div class="sphx-glr-thumbcontainer" tooltip="Some gait analysis algorithms can actively be &quot;trained&quot; to improve their performance or adapt i...">

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  .. image:: /auto_examples/datasets_and_pipelines/images/thumb/sphx_glr_optimizable_pipelines_thumb.png
    :alt: Optimizable Pipelines

  :ref:`sphx_glr_auto_examples_datasets_and_pipelines_optimizable_pipelines.py`

.. raw:: html

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


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Whenever using some sort of trainable algorithm it is important to clearly separate the trainin...">

.. only:: html

  .. image:: /auto_examples/datasets_and_pipelines/images/thumb/sphx_glr_cross_validation_thumb.png
    :alt: Cross Validation

  :ref:`sphx_glr_auto_examples_datasets_and_pipelines_cross_validation.py`

.. raw:: html

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


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Gaitmap has the concept of Dataset. Datasets represent a set of recordings that should all be p...">

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  .. image:: /auto_examples/datasets_and_pipelines/images/thumb/sphx_glr_custom_dataset_thumb.png
    :alt: Custom Dataset

  :ref:`sphx_glr_auto_examples_datasets_and_pipelines_custom_dataset.py`

.. raw:: html

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


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="When trying to optimize parameters for algorithms that have trainable components, it is require...">

.. only:: html

  .. image:: /auto_examples/datasets_and_pipelines/images/thumb/sphx_glr_gridsearch_cv_thumb.png
    :alt: GridSearchCV

  :ref:`sphx_glr_auto_examples_datasets_and_pipelines_gridsearch_cv.py`

.. raw:: html

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


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    </div>


.. toctree::
   :hidden:

   /auto_examples/datasets_and_pipelines/gridsearch
   /auto_examples/datasets_and_pipelines/optimizable_pipelines
   /auto_examples/datasets_and_pipelines/cross_validation
   /auto_examples/datasets_and_pipelines/custom_dataset
   /auto_examples/datasets_and_pipelines/gridsearch_cv