Metadata-Version: 2.4
Name: pikernel
Version: 0.0.4
Summary: A package implementing physics-informed kernels in dimensions 1 and 2
Project-URL: Homepage, https://github.com/NathanDoumeche/pikernel
Project-URL: Issues, https://github.com/NathanDoumeche/pikernel/issues
Author-email: Nathan Doumèche <nathan.doumeche@gmail.com>, Claire Boyer <claire.boyer@universite-paris-saclay.fr>, Francis Bach <francis.bach@inria.fr>, Gérard Biau <gerard.biau@sorbonne-universite.fr>
License-Expression: MIT
License-File: LICENSE
Classifier: Operating System :: OS Independent
Classifier: Programming Language :: Python :: 3
Requires-Python: >=3.9
Requires-Dist: matplotlib>=3.9.0
Requires-Dist: numpy>=2.0.0
Requires-Dist: pandas>=2.2.2
Requires-Dist: torch>=2.6.0
Description-Content-Type: text/markdown

# Pikernel

This package implements the physics-informed kernels of the paper [Physics-informed kernel learning](https://arxiv.org/pdf/2409.13786) (2025) by Nathan Doumèche, Claire Boyer, Francis Bach, and Gérard Biau.