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

.. only:: html

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

        :ref:`Go to the end <sphx_glr_download_glr_examples_view_plot_matshow.py>`
        to download the full example code or to run this example in your browser via Binder

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

.. _sphx_glr_glr_examples_view_plot_matshow.py:


=================================================
Plot matrix show 
=================================================

visualizes basically the matrix show

.. GENERATED FROM PYTHON SOURCE LINES 8-11

.. code-block:: Python

    # Author: L.Kouadio 
    # Licence: BSD-3-clause








.. GENERATED FROM PYTHON SOURCE LINES 12-45

.. code-block:: Python

    import numpy as np
    from watex.view.mlplot import plot_matshow 
    matshow_kwargs ={
        'aspect': 'auto',
        'interpolation': None,
       'cmap':'copper_r', 
            }
    baseplot_kws ={'lw':3, 
               'lc':(.9, 0, .8), 
               'font_size':15., 
                'cb_format':None,
                #'cb_label':'Rate of prediction',
                'xlabel': 'Predicted flow classes',
                'ylabel': 'Geological rocks',
                'font_weight':None,
                'tp_labelbottom':False,
                'tp_labeltop':True,
                'tp_bottom': False
                }
    labelx =['FR0', 'FR1', 'FR2', 'FR3', 'Rates'] 
    labely =['VOLCANO-SEDIM. SCHISTS', 'GEOSYN. GRANITES', 
                 'GRANITES', '1.0', 'Rates']
    array2d = np.array([(1. , .5, 1. ,1., .9286), 
                        (.5,  .8, 1., .667, .7692),
                        (.7, .81, .7, .5, .7442),
                        (.667, .75, 1., .75, .82),
                        (.9091, 0.8064, .7, .8667, .7931)]
                       )
    plot_matshow(array2d, 
                  labelx,
                  labely, 
                 matshow_kwargs,
                 **baseplot_kws 
                 )  


.. image-sg:: /glr_examples/view/images/sphx_glr_plot_matshow_001.png
   :alt: plot matshow
   :srcset: /glr_examples/view/images/sphx_glr_plot_matshow_001.png
   :class: sphx-glr-single-img






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

   **Total running time of the script:** (0 minutes 0.237 seconds)


.. _sphx_glr_download_glr_examples_view_plot_matshow.py:

.. only:: html

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

    .. container:: binder-badge

      .. image:: images/binder_badge_logo.svg
        :target: https://mybinder.org/v2/gh/watex/watex/0.3.X?urlpath=lab/tree/notebooks/glr_examples/view/plot_matshow.ipynb
        :alt: Launch binder
        :width: 150 px

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

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

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

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


.. only:: html

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

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