phlearn

Name	phlearn JSON
Version	1.1.2 JSON
	download
home_page	https://github.com/SINTEF/pseudo-hamiltonian-neural-networks
Summary	A package for simulating and learning pseudo-Hamiltonian systems. For further details, see https://arxiv.org/pdf/2206.02660.pdf and https://arxiv.org/abs/2304.14374
upload_time	2023-07-04 13:08:28
maintainer
docs_url	None
author	Sølve Eidnes
requires_python
license	MIT
keywords	pseudo-hamiltonian neural networks
VCS
bugtrack_url
requirements	No requirements were recorded.
Travis-CI	No Travis.
coveralls test coverage	No coveralls.

            # phlearn
Package for modelling pseudo-Hamiltonian systems with neural networks as described in [(Eidnes et al., 2022)](https://arxiv.org/pdf/2206.02660.pdf) for ODEs and [(Eidnes and Lye, 2023)](https://arxiv.org/pdf/2304.14374.pdf) for PDEs.

[Documentation available here](https://pseudo-Hamiltonian-neural-networks.readthedocs.io/en/latest/)

- phlearn
    + phsystems
    + phnns
    + utils

phsystems implements classes and functionality for simulating pseudo-Hamiltonian systems.
phnns implements classes and functionality for learning and inference with pseudo-Hamiltonian neural networks.

            

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