.. DO NOT EDIT.
.. THIS FILE WAS AUTOMATICALLY GENERATED BY SPHINX-GALLERY.
.. TO MAKE CHANGES, EDIT THE SOURCE PYTHON FILE:
.. "auto_examples\normalize.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_normalize.py>`
        to download the full example code.

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

.. _sphx_glr_auto_examples_normalize.py:


Row-wise Matrix Normalization Example
=====================================

Normalize each row of a matrix by dividing by its L2 norm.

.. GENERATED FROM PYTHON SOURCE LINES 7-25




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

 .. code-block:: none

    Input matrix:
    [[1 2 3]
     [4 5 6]]

    Row-wise normalized matrix normalize(x):
    [[0.26726124 0.53452248 0.80178373]
     [0.45584231 0.56980288 0.68376346]]






|

.. code-block:: Python


    import numpy as np
    from spheresmooth import normalize

    # Example matrix (2 × 3)
    x = np.array([
        [1, 2, 3],
        [4, 5, 6]
    ])

    print("Input matrix:")
    print(x)

    # Row-wise normalization
    x_norm = normalize(x)

    print("\nRow-wise normalized matrix normalize(x):")
    print(x_norm)


.. _sphx_glr_download_auto_examples_normalize.py:

.. only:: html

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

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

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

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

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

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

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


.. only:: html

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

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