multiplex_limit.jl
Code for the paper "Inference for decorated graphs and application to multiplex networks" (Dufour and Olhede 2024)
Science Score: 44.0%
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Low similarity (7.4%) to scientific vocabulary
Repository
Code for the paper "Inference for decorated graphs and application to multiplex networks" (Dufour and Olhede 2024)
Basic Info
- Host: GitHub
- Owner: dufourc1
- License: mit
- Language: Julia
- Default Branch: main
- Homepage: http://arxiv.org/abs/2408.12339
- Size: 54.9 MB
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- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
- Releases: 0
Metadata Files
README.md
Code for "Inference for decorated graphs and application to multiplex networks" (Dufour and Olhede, 2024)
The images in the paper were done with Julia 1.10.1 and the manifest file is provided.
To run the data analysis experiments, you need to download the data from the following links, and put it in a data folder in the root directory of the project:
- Multiplex network of human diseases https://github.com/manlius/MultiplexDiseasome/tree/master
- Sociopattern high school contact dataset https://networks.skewed.de/net/sphighschool
(Please note that a recent change in NetworkHistogram.jl was made in the computation of the initial bandwidth. To
get exactly the results from the paper, use > add NetworkHistogram#legacy_bandwidth when installing the package; using the Manifest.toml file will install the correct version.)
Owner
- Name: Charles Dufour
- Login: dufourc1
- Kind: user
- Location: Lausanne
- Company: EPFL
- Website: https://dufourc1.github.io/
- Repositories: 15
- Profile: https://github.com/dufourc1
PhD student in the chair of statistical data science, EPFL. Core contributor at PyTorch Geometric for the explainability
Citation (citation.cff)
# This CITATION.cff file was generated with cffinit.
# Visit https://bit.ly/cffinit to generate yours today!
cff-version: 1.2.0
title: >-
Inference for decorated graphs and application to
multiplex networks
message: 'If this is useful for your research, please cite it as below.'
authors:
- given-names: Charles
family-names: Dufour
- given-names: Sofia
family-names: Olhede
name-suffix: C.
identifiers:
- type: doi
value: 10.48550/arXiv.2408.12339
url: 'http://arxiv.org/abs/2408.12339'
license: Unlicense
version: 0.0.1
date-released: '2024-08-23'
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Dependencies
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- codecov/codecov-action v4 composite
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- julia-actions/julia-runtest v1 composite
- julia-actions/setup-julia v1 composite
- JuliaRegistries/TagBot v1 composite