Akima Interpolation
===================
Akima is a Python library that implements Akima's interpolation method
described in:
A new method of interpolation and smooth curve fitting based on local
procedures. Hiroshi Akima, J. ACM, October 1970, 17(4), 589-602.
A continuously differentiable sub-spline is built from piecewise cubic
polynomials. It passes through the given data points and will appear smooth
and natural.
This module is no longer being actively developed. Consider using
`scipy.interpolate.Akima1DInterpolator
<http://docs.scipy.org/doc/scipy/reference/interpolate.html>`_ instead.
:Author: `Christoph Gohlke <https://www.cgohlke.com>`_
:License: BSD-3-Clause
:Version: 2025.8.1
Quickstart
----------
Install the akima package and all dependencies from the
`Python Package Index <https://pypi.org/project/akima/>`_::
python -m pip install -U akima
See `Examples`_ for using the programming interface.
Source code, examples, and support are available on
`GitHub <https://github.com/cgohlke/akima>`_.
Requirements
------------
This revision was tested with the following requirements and dependencies
(other versions may work):
- `CPython <https://www.python.org>`_ 3.11.9, 3.12.10, 3.13.5, 3.14.0rc 64-bit
- `NumPy <https://pypi.org/project/numpy/>`_ 2.3.2
Revisions
---------
2025.8.1
- Drop support for Python 3.10, support Python 3.14.
2025.1.1
- Drop support for Python 3.9, support Python 3.13.
2024.5.24
- Fix docstring examples not correctly rendered on GitHub.
- Support NumPy 2.
2024.1.6
- Add type hints.
- Drop support for Python 3.8 and numpy 1.22 (NEP 29).
2022.9.12
- Drop support for Python 3.7 (NEP 29).
- Update metadata.
Examples
--------
>>> import numpy
>>> from matplotlib import pyplot
>>> from scipy.interpolate import Akima1DInterpolator
>>> def example():
... '''Plot interpolated Gaussian noise.'''
... x = numpy.sort(numpy.random.random(10) * 100)
... y = numpy.random.normal(0.0, 0.1, size=len(x))
... x2 = numpy.arange(x[0], x[-1], 0.05)
... y2 = interpolate(x, y, x2)
... y3 = Akima1DInterpolator(x, y)(x2)
... pyplot.title('Akima interpolation of Gaussian noise')
... pyplot.plot(x2, y2, 'r-', label='akima')
... pyplot.plot(x2, y3, 'b:', label='scipy', linewidth=2.5)
... pyplot.plot(x, y, 'go', label='data')
... pyplot.legend()
... pyplot.show()
...
>>> example()
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"description": "Akima Interpolation\n===================\n\nAkima is a Python library that implements Akima's interpolation method\ndescribed in:\n\n A new method of interpolation and smooth curve fitting based on local\n procedures. Hiroshi Akima, J. ACM, October 1970, 17(4), 589-602.\n\nA continuously differentiable sub-spline is built from piecewise cubic\npolynomials. It passes through the given data points and will appear smooth\nand natural.\n\nThis module is no longer being actively developed. Consider using\n`scipy.interpolate.Akima1DInterpolator\n<http://docs.scipy.org/doc/scipy/reference/interpolate.html>`_ instead.\n\n:Author: `Christoph Gohlke <https://www.cgohlke.com>`_\n:License: BSD-3-Clause\n:Version: 2025.8.1\n\nQuickstart\n----------\n\nInstall the akima package and all dependencies from the\n`Python Package Index <https://pypi.org/project/akima/>`_::\n\n python -m pip install -U akima\n\nSee `Examples`_ for using the programming interface.\n\nSource code, examples, and support are available on\n`GitHub <https://github.com/cgohlke/akima>`_.\n\nRequirements\n------------\n\nThis revision was tested with the following requirements and dependencies\n(other versions may work):\n\n- `CPython <https://www.python.org>`_ 3.11.9, 3.12.10, 3.13.5, 3.14.0rc 64-bit\n- `NumPy <https://pypi.org/project/numpy/>`_ 2.3.2\n\nRevisions\n---------\n\n2025.8.1\n\n- Drop support for Python 3.10, support Python 3.14.\n\n2025.1.1\n\n- Drop support for Python 3.9, support Python 3.13.\n\n2024.5.24\n\n- Fix docstring examples not correctly rendered on GitHub.\n- Support NumPy 2.\n\n2024.1.6\n\n- Add type hints.\n- Drop support for Python 3.8 and numpy 1.22 (NEP 29).\n\n2022.9.12\n\n- Drop support for Python 3.7 (NEP 29).\n- Update metadata.\n\nExamples\n--------\n>>> import numpy\n>>> from matplotlib import pyplot\n>>> from scipy.interpolate import Akima1DInterpolator\n>>> def example():\n... '''Plot interpolated Gaussian noise.'''\n... x = numpy.sort(numpy.random.random(10) * 100)\n... y = numpy.random.normal(0.0, 0.1, size=len(x))\n... x2 = numpy.arange(x[0], x[-1], 0.05)\n... y2 = interpolate(x, y, x2)\n... y3 = Akima1DInterpolator(x, y)(x2)\n... pyplot.title('Akima interpolation of Gaussian noise')\n... pyplot.plot(x2, y2, 'r-', label='akima')\n... pyplot.plot(x2, y3, 'b:', label='scipy', linewidth=2.5)\n... pyplot.plot(x, y, 'go', label='data')\n... pyplot.legend()\n... pyplot.show()\n...\n>>> example()\n",
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