.. DO NOT EDIT.
.. THIS FILE WAS AUTOMATICALLY GENERATED BY SPHINX-GALLERY.
.. TO MAKE CHANGES, EDIT THE SOURCE PYTHON FILE:
.. "glr_examples/methods/plot_raw_2d_tensor.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_methods_plot_raw_2d_tensor.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_methods_plot_raw_2d_tensor.py:


======================
Plot tensor 2D 
======================

shows the raw tensors in a two-dimensional layout. 

.. GENERATED FROM PYTHON SOURCE LINES 8-11

.. code-block:: Python

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








.. GENERATED FROM PYTHON SOURCE LINES 12-28

.. code-block:: Python

    from watex.view.plot import TPlot 
    from watex.datasets import load_edis 
    e= load_edis (samples =21 , key='*') 
    edi_data = e.frame.edi.values 
    # get some 3 samples of EDI for demo 
    # customize plot by adding plot_kws 
    plot_kws = dict( ylabel = '$Log_{10}Frequency [Hz]$', 
    						xlabel = '$Distance(m)$', 
    						cb_label = '$Log_{10}Rhoa[\Omega.m$]', 
    						fig_size =(6, 3), 
    						font_size =7., 
                            plt_style ='imshow'
    						) 
    t= TPlot(component='yx', **plot_kws ).fit(edi_data)
    # plot recovery2d using the log10 resistivity  
    t.plot_tensor2d (to_log10=True) # plot for raw tensor 



.. image-sg:: /glr_examples/methods/images/sphx_glr_plot_raw_2d_tensor_001.png
   :alt: plot raw 2d tensor
   :srcset: /glr_examples/methods/images/sphx_glr_plot_raw_2d_tensor_001.png
   :class: sphx-glr-single-img


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

 .. code-block:: none


    <AxesSubplot:xlabel='$Distance(m)$', ylabel='$Log_{10}Frequency [Hz]$'>




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

   **Total running time of the script:** (0 minutes 0.626 seconds)


.. _sphx_glr_download_glr_examples_methods_plot_raw_2d_tensor.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/methods/plot_raw_2d_tensor.ipynb
        :alt: Launch binder
        :width: 150 px

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

      :download:`Download Jupyter notebook: plot_raw_2d_tensor.ipynb <plot_raw_2d_tensor.ipynb>`

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

      :download:`Download Python source code: plot_raw_2d_tensor.py <plot_raw_2d_tensor.py>`


.. only:: html

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

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