:orphan:

..
   Copyright 2021 IRT Saint Exupéry, https://www.irt-saintexupery.com

   This work is licensed under the Creative Commons Attribution-ShareAlike 4.0
   International License. To view a copy of this license, visit
   http://creativecommons.org/licenses/by-sa/4.0/ or send a letter to Creative
   Commons, PO Box 1866, Mountain View, CA 94042, USA.

Dataset
=======

Use a standard format to post-process data.



.. raw:: html

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


.. raw:: html

    </div>

..
   Copyright 2021 IRT Saint Exupéry, https://www.irt-saintexupery.com

   This work is licensed under the Creative Commons Attribution-ShareAlike 4.0
   International License. To view a copy of this license, visit
   http://creativecommons.org/licenses/by-sa/4.0/ or send a letter to Creative
   Commons, PO Box 1866, Mountain View, CA 94042, USA.

Creation
~~~~~~~~



.. raw:: html

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


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="In this example, we will see how to build a .Dataset from objects of an .AbstractFullCache. For...">

.. only:: html

  .. image:: /examples/dataset/creation/images/thumb/sphx_glr_plot_dataset_from_cache_thumb.png
    :alt: Dataset from a cache

  :ref:`sphx_glr_examples_dataset_creation_plot_dataset_from_cache.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Dataset from a cache</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="In this example, we will see how to build a .Dataset from an numpy array. For that, we need to ...">

.. only:: html

  .. image:: /examples/dataset/creation/images/thumb/sphx_glr_plot_dataset_from_array_thumb.png
    :alt: Dataset from a numpy array

  :ref:`sphx_glr_examples_dataset_creation_plot_dataset_from_array.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Dataset from a numpy array</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="In this example, we will see how to build a .Dataset from objects of an .OptimizationProblem. F...">

.. only:: html

  .. image:: /examples/dataset/creation/images/thumb/sphx_glr_plot_dataset_from_optproblem_thumb.png
    :alt: Dataset from an optimization problem

  :ref:`sphx_glr_examples_dataset_creation_plot_dataset_from_optproblem.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Dataset from an optimization problem</div>
    </div>


.. raw:: html

    </div>


.. toctree::
   :hidden:

   /examples/dataset/creation/plot_dataset_from_cache
   /examples/dataset/creation/plot_dataset_from_array
   /examples/dataset/creation/plot_dataset_from_optproblem

..
   Copyright 2021 IRT Saint Exupéry, https://www.irt-saintexupery.com

   This work is licensed under the Creative Commons Attribution-ShareAlike 4.0
   International License. To view a copy of this license, visit
   http://creativecommons.org/licenses/by-sa/4.0/ or send a letter to Creative
   Commons, PO Box 1866, Mountain View, CA 94042, USA.

Use cases
~~~~~~~~~



.. raw:: html

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


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Dataset consisting of solutions to Burgers&#x27; equation.">

.. only:: html

  .. image:: /examples/dataset/use_cases/images/thumb/sphx_glr_plot_burgers_thumb.png
    :alt: Burgers dataset

  :ref:`sphx_glr_examples_dataset_use_cases_plot_burgers.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Burgers dataset</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Presentation ------------">

.. only:: html

  .. image:: /examples/dataset/use_cases/images/thumb/sphx_glr_plot_iris_thumb.png
    :alt: Iris dataset

  :ref:`sphx_glr_examples_dataset_use_cases_plot_iris.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Iris dataset</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This .Dataset contains 100 evaluations of the well-known Rosenbrock function:">

.. only:: html

  .. image:: /examples/dataset/use_cases/images/thumb/sphx_glr_plot_rosenbrock_thumb.png
    :alt: Rosenbrock dataset

  :ref:`sphx_glr_examples_dataset_use_cases_plot_rosenbrock.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Rosenbrock dataset</div>
    </div>


.. raw:: html

    </div>


.. toctree::
   :hidden:

   /examples/dataset/use_cases/plot_burgers
   /examples/dataset/use_cases/plot_iris
   /examples/dataset/use_cases/plot_rosenbrock

..
   Copyright 2021 IRT Saint Exupéry, https://www.irt-saintexupery.com

   This work is licensed under the Creative Commons Attribution-ShareAlike 4.0
   International License. To view a copy of this license, visit
   http://creativecommons.org/licenses/by-sa/4.0/ or send a letter to Creative
   Commons, PO Box 1866, Mountain View, CA 94042, USA.

Visualization
~~~~~~~~~~~~~



.. raw:: html

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


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Andrews curves">

.. only:: html

  .. image:: /examples/dataset/visualization/images/thumb/sphx_glr_plot_andrews_curves_thumb.png
    :alt: Andrews curves

  :ref:`sphx_glr_examples_dataset_visualization_plot_andrews_curves.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Andrews curves</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Bars">

.. only:: html

  .. image:: /examples/dataset/visualization/images/thumb/sphx_glr_plot_bars_thumb.png
    :alt: Bars

  :ref:`sphx_glr_examples_dataset_visualization_plot_bars.py`

.. raw:: html

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


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Boxplot">

.. only:: html

  .. image:: /examples/dataset/visualization/images/thumb/sphx_glr_plot_boxplot_thumb.png
    :alt: Boxplot

  :ref:`sphx_glr_examples_dataset_visualization_plot_boxplot.py`

.. raw:: html

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


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Lines">

.. only:: html

  .. image:: /examples/dataset/visualization/images/thumb/sphx_glr_plot_lines_thumb.png
    :alt: Lines

  :ref:`sphx_glr_examples_dataset_visualization_plot_lines.py`

.. raw:: html

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


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Parallel coordinates">

.. only:: html

  .. image:: /examples/dataset/visualization/images/thumb/sphx_glr_plot_parallel_coordinates_thumb.png
    :alt: Parallel coordinates

  :ref:`sphx_glr_examples_dataset_visualization_plot_parallel_coordinates.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Parallel coordinates</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Radar chart">

.. only:: html

  .. image:: /examples/dataset/visualization/images/thumb/sphx_glr_plot_radar_chart_thumb.png
    :alt: Radar chart

  :ref:`sphx_glr_examples_dataset_visualization_plot_radar_chart.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Radar chart</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Scatter">

.. only:: html

  .. image:: /examples/dataset/visualization/images/thumb/sphx_glr_plot_scatter_thumb.png
    :alt: Scatter

  :ref:`sphx_glr_examples_dataset_visualization_plot_scatter.py`

.. raw:: html

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


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Scatter matrix">

.. only:: html

  .. image:: /examples/dataset/visualization/images/thumb/sphx_glr_plot_scatter_matrix_thumb.png
    :alt: Scatter matrix

  :ref:`sphx_glr_examples_dataset_visualization_plot_scatter_matrix.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Scatter matrix</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="YvsX">

.. only:: html

  .. image:: /examples/dataset/visualization/images/thumb/sphx_glr_plot_yvsx_thumb.png
    :alt: YvsX

  :ref:`sphx_glr_examples_dataset_visualization_plot_yvsx.py`

.. raw:: html

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


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="ZvsXY">

.. only:: html

  .. image:: /examples/dataset/visualization/images/thumb/sphx_glr_plot_zvsxy_thumb.png
    :alt: ZvsXY

  :ref:`sphx_glr_examples_dataset_visualization_plot_zvsxy.py`

.. raw:: html

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


.. raw:: html

    </div>


.. toctree::
   :hidden:

   /examples/dataset/visualization/plot_andrews_curves
   /examples/dataset/visualization/plot_bars
   /examples/dataset/visualization/plot_boxplot
   /examples/dataset/visualization/plot_lines
   /examples/dataset/visualization/plot_parallel_coordinates
   /examples/dataset/visualization/plot_radar_chart
   /examples/dataset/visualization/plot_scatter
   /examples/dataset/visualization/plot_scatter_matrix
   /examples/dataset/visualization/plot_yvsx
   /examples/dataset/visualization/plot_zvsxy


.. 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: dataset_python.zip </examples/dataset/dataset_python.zip>`

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

      :download:`Download all examples in Jupyter notebooks: dataset_jupyter.zip </examples/dataset/dataset_jupyter.zip>`


.. only:: html

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

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