Data

Tools

Indexes

Applications

Experiments

Open Source Science

NetMix

NetMix: Mixed-membership network regression models

https://github.com/solivella/netmix

Science Score: 36.0%

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
  • ○
    Academic publication links
  • ✓
    Committers with academic emails
    4 of 8 committers (50.0%) from academic institutions
  • ○
    Institutional organization owner
  • ○
    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (7.9%) to scientific vocabulary
Last synced: 10 months ago · JSON representation

Repository

NetMix: Mixed-membership network regression models

Basic Info
  • Host: GitHub
  • Owner: solivella
  • Language: R
  • Default Branch: main
  • Size: 257 MB
Statistics
  • Stars: 11
  • Watchers: 8
  • Forks: 1
  • Open Issues: 3
  • Releases: 3
Created over 8 years ago · Last pushed about 1 year ago
Metadata Files
Readme Changelog

README.md

Build Status CRAN_Status_Badge

NetMix

NetMix: Dynamic Mixed-Membership Network Regression Model. Variational EM estimation of mixed-membership stochastic blockmodel for networks, incorporating node-level predictors of mixed-membership vectors, as well as dyad-level predictors. For networks observed over time, the model defines a hidden Markov process that allows the effects of node-level predictors to evolve in discrete, historical periods. In addition, the package offers a variety of utilities for exploring results of estimation, including tools for conducting posterior predictive checks of goodness-of-fit and several plotting functions.

Installation

To install the latest CRAN version, copy and paste the following in a running R console: install.packages("NetMix").

For the latest development version, copy and paste the following (assuming you have the remotes package installed): remotes::install_github("solivella/NetMix")

Owner

  • Name: Santiago Olivella
  • Login: solivella
  • Kind: user
  • Company: University of North Carolina at Chapel Hill

GitHub Events

Total
  • Watch event: 2
  • Member event: 1
  • Push event: 94
  • Pull request event: 2
  • Create event: 2
Last Year
  • Watch event: 2
  • Member event: 1
  • Push event: 94
  • Pull request event: 2
  • Create event: 2

Committers

Last synced: over 3 years ago

All Time
  • Total Commits: 279
  • Total Committers: 8
  • Avg Commits per committer: 34.875
  • Development Distribution Score (DDS): 0.516
Top Committers
Name Email Commits
Santiago Olivella o****a@u****u 135
Santiago Olivella o****a@s****u 68
tpratt t****p@p****u 42
Tyler Pratt t****8@P****l 18
solivella s****a@g****m 10
Santiago Olivella o****a@S****l 4
Santiago Olivella o****a@S****e 1
Tyler Pratt t****t@T****t 1
Committer Domains (Top 20 + Academic)
tylers-imac.attlocal.net: 1 santiagos-air.fios-router.home: 1 ps-tpratt-imac2018.central.yale.internal: 1 princeton.edu: 1 solivella.dhcp.unc.edu: 1 unc.edu: 1

Issues and Pull Requests

Last synced: 11 months ago

All Time
  • Total issues: 1
  • Total pull requests: 3
  • Average time to close issues: N/A
  • Average time to close pull requests: 1 minute
  • Total issue authors: 1
  • Total pull request authors: 2
  • Average comments per issue: 0.0
  • Average comments per pull request: 0.0
  • Merged pull requests: 1
  • Bot issues: 0
  • Bot pull requests: 0
Past Year
  • Issues: 0
  • Pull requests: 2
  • Average time to close issues: N/A
  • Average time to close pull requests: N/A
  • Issue authors: 0
  • Pull request authors: 1
  • Average comments per issue: 0
  • Average comments per pull request: 0.0
  • Merged pull requests: 0
  • Bot issues: 0
  • Bot pull requests: 0
View more stats
Top Authors
Issue Authors
  • greg-fauerbach (1)
Pull Request Authors
  • ruofan-ma (4)
  • solivella (1)
Top Labels
Issue Labels
Pull Request Labels

Packages

  • Total packages: 1
  • Total downloads:
    • cran 309 last-month
  • Total dependent packages: 0
  • Total dependent repositories: 0
  • Total versions: 6
  • Total maintainers: 1
cran.r-project.org: NetMix

Dynamic Mixed-Membership Network Regression Model

  • Versions: 6
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 309 Last month
Rankings
Stargazers count: 19.8%
Forks count: 28.8%
Dependent packages count: 29.8%
Average: 33.3%
Dependent repos count: 35.5%
Downloads: 52.5%
Maintainers (1)
olivella@unc.edu
Last synced: 11 months ago

Dependencies

DESCRIPTION cran
  • R >= 4.1.0 depends
  • MASS >= 7.3 imports
  • Matrix >= 1.2 imports
  • Rcpp >= 1.0.2 imports
  • clue >= 0.3 imports
  • grDevices >= 3.5.2 imports
  • graphics >= 3.5.2 imports
  • gtools >= 3.8.1 imports
  • igraph >= 1.2.4.1 imports
  • lda >= 1.4.2 imports
  • methods >= 3.5.2 imports
  • poisbinom >= 1.0.1 imports
  • stats >= 3.5.2 imports
  • utils >= 3.5.2 imports
  • ergm >= 3.9.4 suggests
  • ggplot2 >= 3.1.1 suggests
  • network >= 1.13 suggests
  • scales >= 1.0.0 suggests