From 7ae3c1c09aea8b0ed7e458804a59dd55bda2d0fb Mon Sep 17 00:00:00 2001 From: Daniel Albert Date: Mon, 11 Dec 2023 00:36:53 +0100 Subject: [PATCH] Add CITATION.cff file --- CITATION.cff | 39 +++++++++++++++++++++++++++++++++++++++ 1 file changed, 39 insertions(+) create mode 100644 CITATION.cff diff --git a/CITATION.cff b/CITATION.cff new file mode 100644 index 0000000..78dad35 --- /dev/null +++ b/CITATION.cff @@ -0,0 +1,39 @@ +# 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'