.. _sphx_glr_examples_03_faithful:

.. _examples_faithful_index:

Old faithful dataset
-----------------------

Variational training of DP mixture models on classic dataset on eruption times from Old Faithful geyser in Yellowstone National Park.



.. raw:: html

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


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Showcase of different models and algorithms applied to same dataset.">

.. only:: html

  .. image:: /examples/03_faithful/images/thumb/sphx_glr_plot-01-demo=vb_algs-model=mix_gauss_thumb.png
    :alt: Variational training for Mixtures of Gaussians

  :ref:`sphx_glr_examples_03_faithful_plot-01-demo=vb_algs-model=mix_gauss.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Variational training for Mixtures of Gaussians</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="How delete moves can be more effective than merges.">

.. only:: html

  .. image:: /examples/03_faithful/images/thumb/sphx_glr_plot-02-demo=merge_and_delete-model=dp_mix+gauss_thumb.png
    :alt: Variational with merge and delete proposals for DP mixtures of Gaussians

  :ref:`sphx_glr_examples_03_faithful_plot-02-demo=merge_and_delete-model=dp_mix+gauss.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Variational with merge and delete proposals for DP mixtures of Gaussians</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This demo illustrates &quot;sparse responsibilities&quot; for mixture models.">

.. only:: html

  .. image:: /examples/03_faithful/images/thumb/sphx_glr_plot-03-demo=sparse_resp_vb-model=mix_gauss_thumb.png
    :alt: Demonstration of Sparse Responsibilities for Mixtures of Gaussians

  :ref:`sphx_glr_examples_03_faithful_plot-03-demo=sparse_resp_vb-model=mix_gauss.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Demonstration of Sparse Responsibilities for Mixtures of Gaussians</div>
    </div>


.. raw:: html

    </div>


.. toctree::
   :hidden:

   /examples/03_faithful/plot-01-demo=vb_algs-model=mix_gauss
   /examples/03_faithful/plot-02-demo=merge_and_delete-model=dp_mix+gauss
   /examples/03_faithful/plot-03-demo=sparse_resp_vb-model=mix_gauss