:orphan:

Sampling schemes
----------------




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


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    <div class="sphx-glr-thumbcontainer" tooltip="For evaluating the efficiency of the sampling schemes in pygpc we compared L1 optimal sampling ...">

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  .. image:: /auto_sampling/images/thumb/sphx_glr_plot_grid_comparison_thumb.png
    :alt: Comparison of sampling schemes

  :ref:`sphx_glr_auto_sampling_plot_grid_comparison.py`

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      <div class="sphx-glr-thumbnail-title">Comparison of sampling schemes</div>
    </div>


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    <div class="sphx-glr-thumbcontainer" tooltip="To calculate the coefficients of the gPC matrix, a number of model evaluations need to be perfo...">

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  .. image:: /auto_sampling/images/thumb/sphx_glr_plot_random_thumb.png
    :alt: Standard Random sampling

  :ref:`sphx_glr_auto_sampling_plot_random.py`

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      <div class="sphx-glr-thumbnail-title">Standard Random sampling</div>
    </div>


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    <div class="sphx-glr-thumbcontainer" tooltip="To prevent clustering or undersampling of specific regions in the probability space, LHS is a s...">

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  .. image:: /auto_sampling/images/thumb/sphx_glr_plot_LHS_thumb.png
    :alt: Latin Hypercube Sampling (LHS)

  :ref:`sphx_glr_auto_sampling_plot_LHS.py`

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      <div class="sphx-glr-thumbnail-title">Latin Hypercube Sampling (LHS)</div>
    </div>


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    <div class="sphx-glr-thumbcontainer" tooltip="Before explaining the different types of L1 optimal grids a brief motivation for the L1-optimiz...">

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  .. image:: /auto_sampling/images/thumb/sphx_glr_plot_L1_thumb.png
    :alt: L1 optimal sampling

  :ref:`sphx_glr_auto_sampling_plot_L1.py`

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      <div class="sphx-glr-thumbnail-title">L1 optimal sampling</div>
    </div>


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    </div>


.. toctree::
   :hidden:

   /auto_sampling/plot_grid_comparison
   /auto_sampling/plot_random
   /auto_sampling/plot_LHS
   /auto_sampling/plot_L1


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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_sampling_python.zip </auto_sampling/auto_sampling_python.zip>`

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

      :download:`Download all examples in Jupyter notebooks: auto_sampling_jupyter.zip </auto_sampling/auto_sampling_jupyter.zip>`


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

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