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


=============================================
Plot Voronoi
=============================================
Plots the Voronoi diagram of the K-Means clusters overlaid with 
the data

.. GENERATED FROM PYTHON SOURCE LINES 8-11

.. code-block:: Python

    # License: BSD-3-clause 
    # Author: K.Laurent








.. GENERATED FROM PYTHON SOURCE LINES 12-13

Import required modules 

.. GENERATED FROM PYTHON SOURCE LINES 13-18

.. code-block:: Python

    import matplotlib.pyplot as plt 
    import watex as wx  
    from sklearn.datasets import make_moons
    from watex.utils import plot_voronoi  








.. GENERATED FROM PYTHON SOURCE LINES 19-20

Plot the Voronoi function 

.. GENERATED FROM PYTHON SOURCE LINES 20-23

.. code-block:: Python

    fig,ax = plt.subplots ( 1, figsize = ( 10, 5 )) 
    X, y = make_moons (n_samples=5000, noise=0.3)
    km = wx.sklearn.KMeans (n_clusters = 300, n_init ='auto').fit(X, y ) 
    plot_voronoi ( X, y , cluster_centers = km.cluster_centers_, ax = ax , )


.. image-sg:: /glr_examples/utils/images/sphx_glr_plot_voronoi_001.png
   :alt: plot voronoi
   :srcset: /glr_examples/utils/images/sphx_glr_plot_voronoi_001.png
   :class: sphx-glr-single-img


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

 .. code-block:: none


    <AxesSubplot:>




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

   **Total running time of the script:** (0 minutes 0.654 seconds)


.. _sphx_glr_download_glr_examples_utils_plot_voronoi.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/utils/plot_voronoi.ipynb
        :alt: Launch binder
        :width: 150 px

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

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

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

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


.. only:: html

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

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