.. DO NOT EDIT.
.. THIS FILE WAS AUTOMATICALLY GENERATED BY SPHINX-GALLERY.
.. TO MAKE CHANGES, EDIT THE SOURCE PYTHON FILE:
.. "glr_examples/view/plot_single_site_signal_recovery.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_single_site_signal_recovery.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_single_site_signal_recovery.py:


================================================
Plot single site signal recovery
================================================

visualizes the restored tensor at each site. 

.. GENERATED FROM PYTHON SOURCE LINES 8-11

.. code-block:: Python

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








.. GENERATED FROM PYTHON SOURCE LINES 12-13

* Visualize  the third site `S03` for instance 

.. GENERATED FROM PYTHON SOURCE LINES 13-27

.. code-block:: Python

    import matplotlib.pyplot as plt 
    plt.style.use ('classic')
    from watex.view import TPlot
    from watex.datasets import load_edis 
    # load 7 samples as example
    edi_data = load_edis (return_data =True, samples =7) 
    plot_kws = dict( ylabel = '$Log_{10}Frequency [Hz]$', 
    				xlabel = '$Distance(m)$', 
    				cb_label = '$Log_{10}Rhoa[\Omega.m$]', 
    				fig_size =(7, 4), 
    				font_size =7. 
    				) 
    t= TPlot(**plot_kws ).fit(edi_data)
    t.plot_recovery ('S03')



.. image-sg:: /glr_examples/view/images/sphx_glr_plot_single_site_signal_recovery_001.png
   :alt: Recovered tensor $|Z_{xy}|$ at site S03
   :srcset: /glr_examples/view/images/sphx_glr_plot_single_site_signal_recovery_001.png
   :class: sphx-glr-single-img


.. rst-class:: sphx-glr-script-out

 .. code-block:: none


    <'TPlot':survey_area=None, distance=50.0, prefix='S', window_size=5, component='xy', mode='same', method='slinear', out='srho', how='py', c=2>




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

   **Total running time of the script:** (0 minutes 0.633 seconds)


.. _sphx_glr_download_glr_examples_view_plot_single_site_signal_recovery.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_single_site_signal_recovery.ipynb
        :alt: Launch binder
        :width: 150 px

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

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

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

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


.. only:: html

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

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