HyperNetX: A Python package for modeling complex network data as hypergraphs
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| Veröffentlicht in: | Journal of open source software Jg. 9; H. 95; S. 6016 |
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| Hauptverfasser: | , , , , , , , |
| Format: | Journal Article |
| Sprache: | Englisch |
| Veröffentlicht: |
09.03.2024
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| ISSN: | 2475-9066, 2475-9066 |
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| Author | Shapiro, Madelyn Praggastis, Brenda Joslyn, Cliff Purvine, Emilie Aksoy, Sinan Bonicillo, Mark Arendt, Dustin Yun, Ji Young |
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| Author_xml | – sequence: 1 givenname: Brenda orcidid: 0000-0003-1344-0497 surname: Praggastis fullname: Praggastis, Brenda – sequence: 2 givenname: Sinan orcidid: 0000-0002-3466-3334 surname: Aksoy fullname: Aksoy, Sinan – sequence: 3 givenname: Dustin orcidid: 0000-0003-2466-199X surname: Arendt fullname: Arendt, Dustin – sequence: 4 givenname: Mark orcidid: 0009-0003-9764-2180 surname: Bonicillo fullname: Bonicillo, Mark – sequence: 5 givenname: Cliff orcidid: 0000-0002-5923-5547 surname: Joslyn fullname: Joslyn, Cliff – sequence: 6 givenname: Emilie orcidid: 0000-0003-2069-5594 surname: Purvine fullname: Purvine, Emilie – sequence: 7 givenname: Madelyn orcidid: 0000-0002-2786-7056 surname: Shapiro fullname: Shapiro, Madelyn – sequence: 8 givenname: Ji Young surname: Yun fullname: Yun, Ji Young |
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| Cites_doi | 10.1186/s12859-021-04197-2 10.1007/978-3-030-67318-5_25 10.25080/Majora-92bf1922-00a 10.21105/joss.05162 10.1101/2023.09.29.560191 10.1140/epjds/s13688-020-00231-0 10.1093/comnet/cnad019 10.1007/978-3-030-48478-1_1 10.1016/s0924-6509(09)x7013-3 10.1137/20M1355896 10.3390/math10050759 10.48550/arXiv.2208.06894 10.25080/TCWV9851 10.48550/arXiv.2208.03103 10.1007/978-3-030-71704-9_1 10.1007/978-3-030-25070-6_9 10.5281/zenodo.3509134 |
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| References | Torres (Torres2021) 2021; 63 Csardi (csardi2006igraph) 2006; 1695 Joslyn (joslyn2018) 2018 Praggastis (Praggastis2022SVD) 2022 Feng (Feng2021) 2021; 22 McKinney (mckinney-proc-scipy-2010) 2010 Antelmi (Szufel2019) 2019 The pandas development team (reback2020pandas) 2020 Landry (Landry2023) 2023; 8 Knuth (knuth1993) 1993; 1 Molnár (Molnar2022Application) 2022; 10 Lotito (Lotito2023Hypergraphx) 2023; 11 Antonov (antonov2023igraph) 2023 Berge (Berge1973Graphs) 1973 Hagberg (SciPyProceedings_11) 2008 Joslyn (Joslyn2020DNS) 2020 Colby (Colby2023) 2023 Kurte (Kurte2021) 2021 Joslyn (Joslyn2021) 2021 Vazquez (Vazquez2022Growth) 2022 Aksoy (Aksoy2020Hypernetwork) 2020; 9 |
| References_xml | – volume: 1 volume-title: The stanford GraphBase: A platform for combinatorial computing year: 1993 ident: knuth1993 – volume: 22 issue: 1 year: 2021 ident: Feng2021 article-title: Hypergraph models of biological networks to identify genes critical to pathogenic viral response publication-title: BMC bioinformatics doi: 10.1186/s12859-021-04197-2 – year: 2021 ident: Joslyn2021 article-title: Hypernetwork science: From multidimensional networks to computational topology publication-title: Unifying themes in complex systems x doi: 10.1007/978-3-030-67318-5_25 – year: 2010 ident: mckinney-proc-scipy-2010 article-title: Data Structures for Statistical Computing in Python publication-title: Proceedings of the 9th Python in Science Conference doi: 10.25080/Majora-92bf1922-00a – volume: 1695 issue: 5 year: 2006 ident: csardi2006igraph article-title: The igraph software package for complex network research publication-title: InterJournal, complex systems – volume: 8 issue: 85 year: 2023 ident: Landry2023 article-title: XGI: A python package for higher-order interaction networks publication-title: Journal of Open Source Software doi: 10.21105/joss.05162 – year: 2023 ident: Colby2023 article-title: Introducing molecular hypernetworks for discovery in multidimensional metabolomics data publication-title: bioRxiv doi: 10.1101/2023.09.29.560191 – volume: 9 issue: 1 year: 2020 ident: Aksoy2020Hypernetwork article-title: Hypernetwork science via high-order hypergraph walks publication-title: EPJ Data Science doi: 10.1140/epjds/s13688-020-00231-0 – year: 2023 ident: antonov2023igraph article-title: igraph enables fast and robust network analysis across programming languages – volume: 11 issue: 3 year: 2023 ident: Lotito2023Hypergraphx article-title: Hypergraphx: A library for higher-order network analysis publication-title: Journal of Complex Networks doi: 10.1093/comnet/cnad019 – year: 2020 ident: Joslyn2020DNS article-title: Hypergraph analytics of domain name system relationships publication-title: Algorithms and models for the web graph doi: 10.1007/978-3-030-48478-1_1 – year: 1973 ident: Berge1973Graphs article-title: Graphs and Hypergraphs,(translated by Edward Minieka) doi: 10.1016/s0924-6509(09)x7013-3 – year: 2018 ident: joslyn2018 article-title: HyperThesis: Topological hypothesis management in a hypergraph knowledgebase. publication-title: TAC – volume: 63 issue: 3 year: 2021 ident: Torres2021 article-title: The why, how, and when of representations for complex systems publication-title: SIAM Review doi: 10.1137/20M1355896 – volume: 10 issue: 5 year: 2022 ident: Molnar2022Application article-title: The application of directed hyper-graphs for analysis of models of information systems publication-title: Mathematics doi: 10.3390/math10050759 – year: 2022 ident: Praggastis2022SVD article-title: The SVD of convolutional weights: A CNN interpretability framework publication-title: arXiv preprint arXiv:2208.06894 doi: 10.48550/arXiv.2208.06894 – year: 2008 ident: SciPyProceedings_11 article-title: Exploring network structure, dynamics, and function using NetworkX publication-title: Proceedings of the 7th python in science conference doi: 10.25080/TCWV9851 – year: 2022 ident: Vazquez2022Growth article-title: Growth principles of natural hypergraphs publication-title: arXiv preprint arXiv:2208.03103 doi: 10.48550/arXiv.2208.03103 – year: 2021 ident: Kurte2021 article-title: Phoenix: A scalable streaming hypergraph analysis framework doi: 10.1007/978-3-030-71704-9_1 – year: 2019 ident: Szufel2019 article-title: SimpleHypergraphs. Jl—novel software framework for modelling and analysis of hypergraphs publication-title: Algorithms and models for the web graph: 16th international workshop, WAW 2019, brisbane, QLD, australia, july 6–7, 2019, proceedings 16 doi: 10.1007/978-3-030-25070-6_9 – year: 2020 ident: reback2020pandas article-title: pandas-dev/pandas: Pandas doi: 10.5281/zenodo.3509134 |
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