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

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

.. _sphx_glr_auto_examples_knots_quantile.py:


Quantile-based Knot Generator Example
=====================================

Generate knot locations based on quantiles of time points.

.. GENERATED FROM PYTHON SOURCE LINES 7-24




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

 .. code-block:: none

    Inputs:
    x: 0 to 1, length 100
    dimension = 10

    Generated knots:
    [-1.00000000e-05  1.11111111e-01  2.22222222e-01  3.33333333e-01
      4.44444444e-01  5.45454545e-01  6.56565657e-01  7.67676768e-01
      8.78787879e-01  1.00001000e+00]






|

.. code-block:: Python


    import numpy as np
    from spheresmooth import knots_quantile   

    # Example input
    x = np.linspace(0.0, 1.0, 100)     # time points
    dimension = 10                     # number of knots

    print("Inputs:")
    print("x: 0 to 1, length 100")
    print("dimension =", dimension)

    # Generate knots
    knots = knots_quantile(x, dimension)

    print("\nGenerated knots:")
    print(knots)


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

   **Total running time of the script:** (0 minutes 0.001 seconds)


.. _sphx_glr_download_auto_examples_knots_quantile.py:

.. only:: html

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

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

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

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

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

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

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


.. only:: html

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

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