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esclear committed Dec 10, 2023
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# This CITATION.cff file was generated with cffinit.
# Visit https://bit.ly/cffinit to generate yours today!

cff-version: 1.2.0
title: Port-Hamilton Neuronal Network
message: >-
If you use this software, please cite it using the
metadata from this file.
type: software
authors:
- given-names: Daniel
family-names: Albert
orcid: 'https://orcid.org/0000-0003-2878-4284'
identifiers:
- type: url
value: 'https://github.com/esclear/ph-nn'
repository-code: 'https://github.com/esclear/ph-nn'
abstract: >-
This is a TensorFlow implementation of Port-Hamiltonian
Neural Networks and their training based on the methods
described in the paper Port-Hamiltonian Approach to Neural
Network Training by Stefano Massaroli, Michael Poli,
et.al. (arXiv:1909.02702v1 [cs.NE]).
It is written for TensorFlow 2.1.0, but it may work with
future versions as well. A main focus in development was
usability and flexibility. The goal was that this
optimizer works with all regular models, i.e. models to
which other, more popular methods, such as SGD, could be
applied as well.
keywords:
- tensorflow
- neuronal-networks
- python
license: GPL-3.0
commit: 48b1d12231cb8b33ad9c83a4e4d61c2ac01b3e98
version: v1.0
date-released: '2020-07-06'

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