:orphan:

Examples
==================

Below is a gallery of examples



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    <div class="sphx-glr-thumbcontainer" tooltip="We illustrate the available methods of the L2-boost class via a small example.">

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  .. image:: /auto_examples/images/thumb/sphx_glr_plot_L2-boost_thumb.png
    :alt:

  :ref:`sphx_glr_auto_examples_plot_L2-boost.py`

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      <div class="sphx-glr-thumbnail-title">Methods of the L2-boost class</div>
    </div>


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    <div class="sphx-glr-thumbcontainer" tooltip=" We illustrate the usage and available methods of the TruncatedSVD class via a small example.">

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

  :ref:`sphx_glr_auto_examples_TruncatedSVD_Usage.py`

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      <div class="sphx-glr-thumbnail-title">Usage and methods of the TruncatedSVD class</div>
    </div>


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    <div class="sphx-glr-thumbcontainer" tooltip="We conduct in the following a simulation study illustrating the conjugate gradients algorithm.">

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

  :ref:`sphx_glr_auto_examples_plot_conjugate_gradients.py`

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      <div class="sphx-glr-thumbnail-title">Simulation study for conjugate gradients</div>
    </div>


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    <div class="sphx-glr-thumbcontainer" tooltip="It is based on the generated supersmooth, smooth and rough signal of Blanchard et al. (2018). ">

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

  :ref:`sphx_glr_auto_examples_plot_landweber.py`

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      <div class="sphx-glr-thumbnail-title">This is a simulation example of the Landweber class.</div>
    </div>


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    <div class="sphx-glr-thumbcontainer" tooltip="This is a comparison of Landweber and conjugate gradients">

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

  :ref:`sphx_glr_auto_examples_plot_comparison.py`

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      <div class="sphx-glr-thumbnail-title">This is a comparison of Landweber and conjugate gradients</div>
    </div>


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    </div>


.. toctree::
   :hidden:

   /auto_examples/plot_L2-boost
   /auto_examples/TruncatedSVD_Usage
   /auto_examples/plot_conjugate_gradients
   /auto_examples/plot_landweber
   /auto_examples/plot_comparison


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  .. 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>`


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

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