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meanfieldgraph.jl

Estimation in a mean field graph

https://github.com/jucheval/meanfieldgraph.jl

Science Score: 59.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • ○
    CITATION.cff file
  • ✓
    codemeta.json file
    Found codemeta.json file
  • ✓
    .zenodo.json file
    Found .zenodo.json file
  • ✓
    DOI references
    Found 1 DOI reference(s) in README
  • ✓
    Academic publication links
    Links to: arxiv.org, sciencedirect.com
  • ✓
    Committers with academic emails
    1 of 2 committers (50.0%) from academic institutions
  • ○
    Institutional organization owner
  • ○
    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (12.0%) to scientific vocabulary

Keywords from Contributors

mesh interactive
Last synced: 7 months ago · JSON representation

Repository

Estimation in a mean field graph

Basic Info
Statistics
  • Stars: 0
  • Watchers: 1
  • Forks: 1
  • Open Issues: 1
  • Releases: 2
Created almost 2 years ago · Last pushed 8 months ago
Metadata Files
Readme License Authors Codemeta

README.md

MeanFieldGraph

Stable Dev Build Status Coverage

A Julia package devoted to the statistical analysis of a latent (non sparse) high dimensional graphs. The data are assumed to come from a model with mean field interaction driven by the latent graph. Moreover, the model may incorporate a community structure for the nodes of the graph: one excitatory and one inhibitory community. The two objectives are: 1. The estimation of the connectivity parameter of the latent graph (which is independent of the community). 2. The detection of the two communities.

Ressources

Examples

The folder examples contains all the material used to produce the figures in Chevallier, Löcherbach, Ost (2024) (files named CLO24_*.jl, the plots may differ a little bit because the files are newer than the article) and Chevallier, Ost (2024) (files named CO24_*.jl). The files named: - *_simulation_*.jl contain the commands to produce the data used, - *_plot_*.jl contain the commands used to produce the plots (assuming that you have already simulated data in the folder data).

Owner

  • Name: Julien Chevallier
  • Login: jucheval
  • Kind: user

CodeMeta (codemeta.json) 

{
  "@context": "https://w3id.org/codemeta/3.0",
  "type": "SoftwareSourceCode",
  "applicationCategory": "Statistics",
  "author": [
    {
      "id": "https://orcid.org/0000-0002-0736-8487",
      "type": "Person",
      "affiliation": {
        "type": "Organization",
        "name": "Université Grenoble Alpes"
      },
      "email": "julien.chevallier1@univ-grenoble-alpes.fr",
      "familyName": "Chevallier",
      "givenName": "Julien"
    },
    {
      "type": "Role",
      "schema:author": "https://orcid.org/0000-0002-0736-8487",
      "roleName": "Developer",
      "startDate": "2024-07-01"
    }
  ],
  "codeRepository": "https://github.com/jucheval/MeanFieldGraph.jl",
  "dateCreated": "2024-07-01",
  "dateModified": "2024-07-08",
  "datePublished": "2024-07-01",
  "description": "A Julia package devoted to the estimation of the connectivity parameter of a latent (non sparse) high dimensional graph. The data are assumed to come from a model with mean field interaction driven by the latent graph.",
  "funder": {
    "type": "Organization",
    "name": "Université Grenoble Alpes"
  },
  "keywords": [
    "mean field",
    "Markov chain",
    "Hawkes process"
  ],
  "license": "https://spdx.org/licenses/MIT",
  "name": "MeanFieldGraph.jl",
  "programmingLanguage": "Julia",
  "version": "0.1.0",
  "developmentStatus": "active"
}

GitHub Events

Total
  • Delete event: 1
  • Issue comment event: 1
  • Push event: 26
  • Pull request event: 5
  • Create event: 1
  • Commit comment event: 2
Last Year
  • Delete event: 1
  • Issue comment event: 1
  • Push event: 26
  • Pull request event: 5
  • Create event: 1
  • Commit comment event: 2

Committers

Last synced: 9 months ago

All Time
  • Total Commits: 89
  • Total Committers: 2
  • Avg Commits per committer: 44.5
  • Development Distribution Score (DDS): 0.011
Past Year
  • Commits: 84
  • Committers: 2
  • Avg Commits per committer: 42.0
  • Development Distribution Score (DDS): 0.012
Top Committers
Name Email Commits
Julien Chevallier j****1@u****r 88
dependabot[bot] 4****] 1
Committer Domains (Top 20 + Academic)
univ-grenoble-alpes.fr: 1

Issues and Pull Requests

Last synced: 8 months ago

All Time
  • Total issues: 1
  • Total pull requests: 2
  • Average time to close issues: less than a minute
  • Average time to close pull requests: 2 days
  • Total issue authors: 1
  • Total pull request authors: 2
  • Average comments per issue: 2.0
  • Average comments per pull request: 0.5
  • Merged pull requests: 2
  • Bot issues: 0
  • Bot pull requests: 1
Past Year
  • Issues: 1
  • Pull requests: 2
  • Average time to close issues: less than a minute
  • Average time to close pull requests: 2 days
  • Issue authors: 1
  • Pull request authors: 2
  • Average comments per issue: 2.0
  • Average comments per pull request: 0.5
  • Merged pull requests: 2
  • Bot issues: 0
  • Bot pull requests: 1
View more stats
Top Authors
Issue Authors
  • JuliaTagBot (1)
Pull Request Authors
  • dependabot[bot] (3)
  • jucheval (1)
Top Labels
Issue Labels
Pull Request Labels
dependencies (3) github_actions (1)

Packages

  • Total packages: 1
  • Total downloads:
    • julia 1 total
  • Total dependent packages: 0
  • Total dependent repositories: 0
  • Total versions: 2
juliahub.com: MeanFieldGraph

Estimation in a mean field graph

  • Versions: 2
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 1 Total
Rankings
Dependent repos count: 3.2%
Average: 9.8%
Dependent packages count: 16.3%
Last synced: 8 months ago