MEGENA

Multiscale embedded gene co-expression network analysis

https://github.com/songw01/megena

Science Score: 23.0%

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

  • CITATION.cff file
  • codemeta.json file
  • .zenodo.json file
  • DOI references
    Found 1 DOI reference(s) in README
  • Academic publication links
  • Committers with academic emails
    1 of 3 committers (33.3%) from academic institutions
  • Institutional organization owner
  • JOSS paper metadata
  • Scientific vocabulary similarity
    Low similarity (5.0%) to scientific vocabulary
Last synced: 11 months ago · JSON representation

Repository

Multiscale embedded gene co-expression network analysis

Basic Info
  • Host: GitHub
  • Owner: songw01
  • License: gpl-3.0
  • Language: HTML
  • Default Branch: master
  • Size: 10.2 MB
Statistics
  • Stars: 44
  • Watchers: 1
  • Forks: 17
  • Open Issues: 15
  • Releases: 0
Created almost 8 years ago · Last pushed over 2 years ago
Metadata Files
Readme License

README.md

MEGENA

Multiscale embedded gene co-expression network analysis

This is a routine MEGENA pipeline description encompassing from data correlation analysis to module plotting, and is based on version 1.3.6 https://CRAN.R-project.org/package=MEGENA.Please cite the paper below when MEGENA is applied as part of your analysis:

Song W.-M., Zhang B. (2015) Multiscale Embedded Gene Co-expression Network Analysis. PLoS Comput Biol 11(11): e1004574. doi: 10.1371/journal.pcbi.1004574.

For statistical mechanics aspects involved in MEGENA, please check:

Song W.-M., Di Matteo T.and Aste T., Building Complex Networks with Platonic Solids, Physical Reivew E, 2012 Apr;85(4 Pt 2):046115.

For installation for developmental github version:

library(devtools);

install_github("songw01/MEGENA");

Owner

  • Login: songw01
  • Kind: user

GitHub Events

Total
  • Issues event: 1
  • Watch event: 4
  • Issue comment event: 2
Last Year
  • Issues event: 1
  • Watch event: 4
  • Issue comment event: 2

Committers

Last synced: over 2 years ago

All Time
  • Total Commits: 37
  • Total Committers: 3
  • Avg Commits per committer: 12.333
  • Development Distribution Score (DDS): 0.108
Past Year
  • Commits: 4
  • Committers: 1
  • Avg Commits per committer: 4.0
  • Development Distribution Score (DDS): 0.0
Top Committers
Name Email Commits
songw01 w****4@g****m 33
Song w****g@m****u 3
Minghui m****g@l****m 1
Committer Domains (Top 20 + Academic)

Packages

  • Total packages: 1
  • Total downloads:
    • cran 291 last-month
  • Total docker downloads: 7
  • Total dependent packages: 2
  • Total dependent repositories: 2
  • Total versions: 5
  • Total maintainers: 1
cran.r-project.org: MEGENA

Multiscale Clustering of Geometrical Network

  • Versions: 5
  • Dependent Packages: 2
  • Dependent Repositories: 2
  • Downloads: 291 Last month
  • Docker Downloads: 7
Rankings
Forks count: 4.4%
Stargazers count: 7.4%
Dependent packages count: 13.7%
Average: 17.8%
Dependent repos count: 19.3%
Docker downloads count: 25.8%
Downloads: 36.2%
Maintainers (1)
Last synced: 11 months ago

Dependencies

DESCRIPTION cran
  • R >= 3.6.0 depends
  • doParallel >= 1.0.16 depends
  • foreach >= 1.5.1 depends
  • igraph >= 1.2.6 depends
  • Matrix >= 1.2 imports
  • Rcpp >= 1.0.5 imports
  • cluster >= 2.0.7 imports
  • fpc >= 2.1 imports
  • ggplot2 >= 3.3.5 imports
  • ggraph >= 2.0.0 imports
  • ggrepel >= 0.9.1 imports
  • impute >= 1.58.0 imports
  • reshape >= 0.8.5 imports
  • knitr * suggests
  • rmarkdown * suggests