.. _sphx_glr_auto_examples_onlineBayesianLinearRegression:

Online Bayesian linear regression
=================================



.. raw:: html

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

.. thumbnail-parent-div-open

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="The code below uses an online algorithm to estimate the linear receptive field of a simple cell recorded from an anesthetized cat, as described in &quot;Touryan, Jon and Felsen, Gidon and Dan, Yang (2005). Spatial structure of complex cell receptive fields measured with natural images. Neuron 45 (5), 781-791.&quot;">

.. only:: html

  .. image:: /auto_examples/onlineBayesianLinearRegression/images/thumb/sphx_glr_plotOnlineBayesianLinearRegressionSimpleCell_thumb.png
    :alt:

  :ref:`sphx_glr_auto_examples_onlineBayesianLinearRegression_plotOnlineBayesianLinearRegressionSimpleCell.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Anesthetized cat V1 simple cell</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="The code below uses an online algorithm to estimate the posterior of the weighs of a linear regression model using simulate data.">

.. only:: html

  .. image:: /auto_examples/onlineBayesianLinearRegression/images/thumb/sphx_glr_plotOnlineBayesianLinearRegressionSimulatedData_thumb.png
    :alt:

  :ref:`sphx_glr_auto_examples_onlineBayesianLinearRegression_plotOnlineBayesianLinearRegressionSimulatedData.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Simulated data</div>
    </div>


.. thumbnail-parent-div-close

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /auto_examples/onlineBayesianLinearRegression/plotOnlineBayesianLinearRegressionSimpleCell
   /auto_examples/onlineBayesianLinearRegression/plotOnlineBayesianLinearRegressionSimulatedData