aerosandbox.tools.pretty_plots.utilities.natural_univariate_spline
==================================================================

.. py:module:: aerosandbox.tools.pretty_plots.utilities.natural_univariate_spline


Attributes
----------

.. autoapisummary::

   aerosandbox.tools.pretty_plots.utilities.natural_univariate_spline.x


Classes
-------

.. autoapisummary::

   aerosandbox.tools.pretty_plots.utilities.natural_univariate_spline.NaturalUnivariateSpline


Module Contents
---------------

.. py:class:: NaturalUnivariateSpline(x, y, w = None, k = 3, s = None, ext=None, bbox=None, check_finite=None)

   Bases: :py:obj:`scipy.interpolate.PPoly`


   A Natural UnivariateSpline.

   Identical to a UnivariateSpline, except that extrapolation outside the data range is constrained to be linear.

   Based on: https://bobby.gramacy.com/surrogates/splines.html

   Which paraphrases [Hastie, Tibshirani & Friedman (2017)](https://hastie.su.domains/ElemStatLearn/), Chapters 5, 7, & 8.



.. py:data:: x