:orphan:

Examples
========

This is a collection of examples in Earth-2 MIP that demonstrate various functionality
and commonly used workflows.

.. note::
    These examples can be downloaded as Jupyter notebooks and Python scripts on the
    `documentation website examples <https://nvidia.github.io/earth2mip/examples/index.html>`_.

.. note::
    Have an idea for an example? Let us know by opening up an issue on the Github repo!


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


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    <div class="sphx-glr-thumbcontainer" tooltip="The following notebook demostrates how to use Earth-2 MIP&#x27;s config schema and builtin inference...">

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  .. image:: /examples/images/thumb/sphx_glr_01_ensemble_inference_thumb.png
    :alt:

  :ref:`sphx_glr_examples_01_ensemble_inference.py`

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      <div class="sphx-glr-thumbnail-title">Running Ensemble Inference</div>
    </div>


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    <div class="sphx-glr-thumbcontainer" tooltip="The following notebook demonstrates how to use Earth-2 MIP for running different AI weather mod...">

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  .. image:: /examples/images/thumb/sphx_glr_02_model_comparison_thumb.png
    :alt:

  :ref:`sphx_glr_examples_02_model_comparison.py`

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      <div class="sphx-glr-thumbnail-title">Basic Inference with Multiple Models</div>
    </div>


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    <div class="sphx-glr-thumbcontainer" tooltip="The following notebook will demonstrate how to use Earth-2 MIP to perform a scoring workflow to...">

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  .. image:: /examples/images/thumb/sphx_glr_03_model_scoring_thumb.png
    :alt:

  :ref:`sphx_glr_examples_03_model_scoring.py`

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


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    <div class="sphx-glr-thumbcontainer" tooltip="The following notebook will demonstrate how to use diagnostic models inside of Earth-2 MIP for ...">

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  .. image:: /examples/images/thumb/sphx_glr_04_diagnostic_models_thumb.png
    :alt:

  :ref:`sphx_glr_examples_04_diagnostic_models.py`

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      <div class="sphx-glr-thumbnail-title">Diagnostic Models for Precipitation</div>
    </div>


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    </div>


.. toctree::
   :hidden:

   /examples/01_ensemble_inference
   /examples/02_model_comparison
   /examples/03_model_scoring
   /examples/04_diagnostic_models


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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: examples_python.zip </examples/examples_python.zip>`

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

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


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

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