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######## interpax ######## |License| |DOI| |Issues| |Pypi|
|Docs| |UnitTests| |Codecov|
interpax is a library for interpolation and function approximation using JAX.
Includes methods for nearest neighbor, linear, and several cubic interpolation schemes in 1d, 2d, and 3d, as well as Fourier interpolation for periodic functions in 1d and 2d.
Coming soon:
interpax is installable with pip
:
.. code-block:: console
pip install interpax
.. code-block:: python
import jax.numpy as jnp
import numpy as np
from interpax import interp1d
xp = jnp.linspace(0, 2 * np.pi, 100)
xq = jnp.linspace(0, 2 * np.pi, 10000)
f = lambda x: jnp.sin(x)
fp = f(xp)
fq = interp1d(xq, xp, fp, method="cubic")
np.testing.assert_allclose(fq, f(xq), rtol=1e-6, atol=1e-5)
For full details of various options see the API documentation <https://interpax.readthedocs.io/en/latest/api.html>
__
.. |License| image:: https://img.shields.io/github/license/f0uriest/interpax?color=blue&logo=open-source-initiative&logoColor=white :target: https://github.com/f0uriest/interpax/blob/master/LICENSE :alt: License
.. |DOI| image:: https://zenodo.org/badge/706703896.svg :target: https://zenodo.org/doi/10.5281/zenodo.10028967 :alt: DOI
.. |Docs| image:: https://img.shields.io/readthedocs/interpax?logo=Read-the-Docs :target: https://interpax.readthedocs.io/en/latest/?badge=latest :alt: Documentation
.. |UnitTests| image:: https://github.com/f0uriest/interpax/actions/workflows/unittest.yml/badge.svg :target: https://github.com/f0uriest/interpax/actions/workflows/unittest.yml :alt: UnitTests
.. |Codecov| image:: https://codecov.io/github/f0uriest/interpax/graph/badge.svg?token=MB11I7WE3I :target: https://codecov.io/github/f0uriest/interpax :alt: Coverage
.. |Issues| image:: https://img.shields.io/github/issues/f0uriest/interpax :target: https://github.com/f0uriest/interpax/issues :alt: GitHub issues
.. |Pypi| image:: https://img.shields.io/pypi/v/interpax :target: https://pypi.org/project/interpax/ :alt: Pypi
FAQs
Interpolation and function approximation with JAX
We found that interpax demonstrated a healthy version release cadence and project activity because the last version was released less than a year ago. It has 1 open source maintainer collaborating on the project.
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