:orphan:

Demonstrations
==============



.. raw:: html

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

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    <div class="sphx-glr-thumbcontainer" tooltip="Calculation of the marginalized log likelihood for models of different polynomial order.">

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  .. image:: /auto_examples/images/thumb/sphx_glr_plot_models_evidences_thumb.png
    :alt:

  :ref:`sphx_glr_auto_examples_plot_models_evidences.py`

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      <div class="sphx-glr-thumbnail-title">Model evidence</div>
    </div>


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    <div class="sphx-glr-thumbcontainer" tooltip="Batch estimation the posterior of the weighs of the linear regression model.">

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  .. image:: /auto_examples/images/thumb/sphx_glr_plot_batchBayesianLinearRegression_thumb.png
    :alt:

  :ref:`sphx_glr_auto_examples_plot_batchBayesianLinearRegression.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Batch Bayesian linear regression</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Calculation of the predictive istribution of Bayesian linear regression model.">

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  .. image:: /auto_examples/images/thumb/sphx_glr_plot_predictive_distribution_thumb.png
    :alt:

  :ref:`sphx_glr_auto_examples_plot_predictive_distribution.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Predictive distribution</div>
    </div>


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    <div class="sphx-glr-thumbcontainer" tooltip="Online estimation of the posterior of the weighs of a linear regression model. It reproduces Fi...">

.. only:: html

  .. image:: /auto_examples/images/thumb/sphx_glr_plot_online_bayesian_linear_regression_thumb.png
    :alt:

  :ref:`sphx_glr_auto_examples_plot_online_bayesian_linear_regression.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Online Bayesian linear regression</div>
    </div>


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    </div>


.. toctree::
   :hidden:

   /auto_examples/plot_models_evidences
   /auto_examples/plot_batchBayesianLinearRegression
   /auto_examples/plot_predictive_distribution
   /auto_examples/plot_online_bayesian_linear_regression


.. 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: auto_examples_python.zip </auto_examples/auto_examples_python.zip>`

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

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


.. only:: html

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

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