.. DO NOT EDIT.
.. THIS FILE WAS AUTOMATICALLY GENERATED BY SPHINX-GALLERY.
.. TO MAKE CHANGES, EDIT THE SOURCE PYTHON FILE:
.. "auto_examples/plot_arrcomparison.py"
.. LINE NUMBERS ARE GIVEN BELOW.

.. only:: html

    .. note::
        :class: sphx-glr-download-link-note

        :ref:`Go to the end <sphx_glr_download_auto_examples_plot_arrcomparison.py>`
        to download the full example code.

.. rst-class:: sphx-glr-example-title

.. _sphx_glr_auto_examples_plot_arrcomparison.py:


=========================================
Plot Comparison Between Arrays
=========================================

This example shows how to build the ArrComparison class plot the comparison.

.. GENERATED FROM PYTHON SOURCE LINES 8-19



.. image-sg:: /auto_examples/images/sphx_glr_plot_arrcomparison_001.png
   :alt: Model vs Observation
   :srcset: /auto_examples/images/sphx_glr_plot_arrcomparison_001.png
   :class: sphx-glr-single-img





.. code-block:: Python


    from cgeniepy.skill import ArrComparison
    import numpy as np

    np.random.seed(2024)
    x = np.random.rand(100)
    y = x + np.random.normal(0, 0.1, 100)

    ## calculate skill score
    ac = ArrComparison(x, y)
    ac.plot(marker='x')


.. rst-class:: sphx-glr-timing

   **Total running time of the script:** (0 minutes 0.950 seconds)


.. _sphx_glr_download_auto_examples_plot_arrcomparison.py:

.. only:: html

  .. container:: sphx-glr-footer sphx-glr-footer-example

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

      :download:`Download Jupyter notebook: plot_arrcomparison.ipynb <plot_arrcomparison.ipynb>`

    .. container:: sphx-glr-download sphx-glr-download-python

      :download:`Download Python source code: plot_arrcomparison.py <plot_arrcomparison.py>`

    .. container:: sphx-glr-download sphx-glr-download-zip

      :download:`Download zipped: plot_arrcomparison.zip <plot_arrcomparison.zip>`


.. only:: html

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

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