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.. _sphx_glr_examples_apps:

Application Examples
====================


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    <div class="sphx-glr-clear"></div>



.. _sphx_glr_examples_apps_datapreproc:

Data Preprocessing Example
##########################




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    <div class="sphx-glr-thumbcontainer" tooltip="This is a simple TorchX app that downloads some data via HTTP, normalizes the images via torchv...">

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 .. figure:: /examples_apps/datapreproc/images/thumb/sphx_glr_datapreproc_thumb.png
     :alt: Data Preprocessing App Example

     :ref:`sphx_glr_examples_apps_datapreproc_datapreproc.py`

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    </div>


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   :hidden:

   /examples_apps/datapreproc/datapreproc
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    <div class="sphx-glr-clear"></div>



.. _sphx_glr_examples_apps_lightning_classy_vision:

Lightning + Classy Vision Trainer Example
#########################################



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    <div class="sphx-glr-thumbcontainer" tooltip="This is a toy model for doing regression on the tiny imagenet dataset. It&#x27;s used by the apps in...">

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 .. figure:: /examples_apps/lightning_classy_vision/images/thumb/sphx_glr_model_thumb.png
     :alt: Tiny ImageNet Model

     :ref:`sphx_glr_examples_apps_lightning_classy_vision_model.py`

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    </div>


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   /examples_apps/lightning_classy_vision/model

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    <div class="sphx-glr-thumbcontainer" tooltip="This is a component definition that runs the example lightning_classy_vision app.">

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 .. figure:: /examples_apps/lightning_classy_vision/images/thumb/sphx_glr_component_thumb.png
     :alt: Trainer Component Example

     :ref:`sphx_glr_examples_apps_lightning_classy_vision_component.py`

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    </div>


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   :hidden:

   /examples_apps/lightning_classy_vision/component

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    <div class="sphx-glr-thumbcontainer" tooltip="This is an example TorchX app that uses PyTorch Lightning and ClassyVision to train a model.">

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 .. figure:: /examples_apps/lightning_classy_vision/images/thumb/sphx_glr_train_thumb.png
     :alt: Trainer App Example

     :ref:`sphx_glr_examples_apps_lightning_classy_vision_train.py`

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    </div>


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   :hidden:

   /examples_apps/lightning_classy_vision/train

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    <div class="sphx-glr-thumbcontainer" tooltip="This is an example TorchX app that uses captum to analyze inputs to for model interpretability ...">

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 .. figure:: /examples_apps/lightning_classy_vision/images/thumb/sphx_glr_interpret_thumb.png
     :alt: Model Interpretability App Example

     :ref:`sphx_glr_examples_apps_lightning_classy_vision_interpret.py`

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    </div>


.. toctree::
   :hidden:

   /examples_apps/lightning_classy_vision/interpret

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    <div class="sphx-glr-thumbcontainer" tooltip="This is the datasets used for the training example. It&#x27;s using stock Pytorch Lightning + Classy...">

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 .. figure:: /examples_apps/lightning_classy_vision/images/thumb/sphx_glr_data_thumb.png
     :alt: Trainer Datasets Example

     :ref:`sphx_glr_examples_apps_lightning_classy_vision_data.py`

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    </div>


.. toctree::
   :hidden:

   /examples_apps/lightning_classy_vision/data
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    <div class="sphx-glr-clear"></div>



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 .. container:: sphx-glr-footer
    :class: sphx-glr-footer-gallery


  .. container:: sphx-glr-download sphx-glr-download-python

    :download:`Download all examples in Python source code: examples_apps_python.zip </examples_apps/examples_apps_python.zip>`



  .. container:: sphx-glr-download sphx-glr-download-jupyter

    :download:`Download all examples in Jupyter notebooks: examples_apps_jupyter.zip </examples_apps/examples_apps_jupyter.zip>`


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

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