.. _sphx_glr_examples_07_wiki:

.. _examples_wiki_index:

Small wikipedia bag-of-words text dataset
-----------------------------------------

Text from a few thousand wikipedia articles.
Variational training of mixture models and topic models with Multinomial likelihoods.



.. raw:: html

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


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="In this demo, we&#x27;ll review the scalable memoized training of HDP topic models.">

.. only:: html

  .. image:: /examples/07_wiki/images/thumb/sphx_glr_plot-02-demo=scalable_topic_model-model=hdp_topic+mult_thumb.png
    :alt: Scalable training of HDP topic models

  :ref:`sphx_glr_examples_07_wiki_plot-02-demo=scalable_topic_model-model=hdp_topic+mult.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Scalable training of HDP topic models</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Birth and merge variational training for topic model">

.. only:: html

  .. image:: /examples/07_wiki/images/thumb/sphx_glr_run-01-demo=topic_vb+proposals-model=hdp_topic+mult_thumb.png
    :alt: Birth and merge variational training for topic model

  :ref:`sphx_glr_examples_07_wiki_run-01-demo=topic_vb+proposals-model=hdp_topic+mult.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Birth and merge variational training for topic model</div>
    </div>


.. raw:: html

    </div>


.. toctree::
   :hidden:

   /examples/07_wiki/plot-02-demo=scalable_topic_model-model=hdp_topic+mult
   /examples/07_wiki/run-01-demo=topic_vb+proposals-model=hdp_topic+mult