.. _examples:

========
Examples
========

Demo notebooks for Data Exploration Panda like DataFrame
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
.. toctree::
   :maxdepth: 1

   demo_notebook
   online_retail_analysis

Demo notebooks for Model Training and Tracing
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~

.. toctree::
   :maxdepth: 1

   demo_transformer_model_train_save_upload_to_openSearch
   demo_tracing_model_torchscript_onnx
   demo_deploy_cliptextmodel

Demo notebooks for ML Commons plugin integration
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~

.. toctree::
   :maxdepth: 1

   demo_ml_commons_integration

Demo Notebooks for In-house python based models
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~

.. toctree::
   :maxdepth: 1

   demo_metrics_correlation