:orphan:

Train Test Validation
=====================


.. raw:: html

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


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This notebooks provides an overview for using and understanding the NLP label drift check.">

.. only:: html

  .. image:: /nlp/auto_checks/train_test_validation/images/thumb/sphx_glr_plot_label_drift_thumb.png
    :alt:

  :ref:`sphx_glr_nlp_auto_checks_train_test_validation_plot_label_drift.py`

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


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This notebooks provides an overview for using and understanding the embeddings drift check.">

.. only:: html

  .. image:: /nlp/auto_checks/train_test_validation/images/thumb/sphx_glr_plot_embeddings_drift_thumb.png
    :alt:

  :ref:`sphx_glr_nlp_auto_checks_train_test_validation_plot_embeddings_drift.py`

.. raw:: html

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


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This notebooks provides an overview for using and understanding the nlp property drift check.">

.. only:: html

  .. image:: /nlp/auto_checks/train_test_validation/images/thumb/sphx_glr_plot_property_drift_thumb.png
    :alt:

  :ref:`sphx_glr_nlp_auto_checks_train_test_validation_plot_property_drift.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">NLP Property Drift</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This notebook provides an overview for using and understanding the train-test samples mix check...">

.. only:: html

  .. image:: /nlp/auto_checks/train_test_validation/images/thumb/sphx_glr_plot_train_test_sample_mix_thumb.png
    :alt:

  :ref:`sphx_glr_nlp_auto_checks_train_test_validation_plot_train_test_sample_mix.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Train-Test Samples Mix</div>
    </div>


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    </div>


.. toctree::
   :hidden:

   /nlp/auto_checks/train_test_validation/plot_label_drift
   /nlp/auto_checks/train_test_validation/plot_embeddings_drift
   /nlp/auto_checks/train_test_validation/plot_property_drift
   /nlp/auto_checks/train_test_validation/plot_train_test_sample_mix


.. only:: html

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

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

      :download:`Download all examples in Python source code: train_test_validation_python.zip </nlp/auto_checks/train_test_validation/train_test_validation_python.zip>`

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

      :download:`Download all examples in Jupyter notebooks: train_test_validation_jupyter.zip </nlp/auto_checks/train_test_validation/train_test_validation_jupyter.zip>`


.. only:: html

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

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