iGraphMatch

Tools to find the correspondences between vertices in different graphs.

https://github.com/dpmcsuss/igraphmatch

Science Score: 36.0%

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

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  • 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 (13.7%) to scientific vocabulary

Keywords

graph-algorithms graph-matching r
Last synced: 6 months ago · JSON representation

Repository

Tools to find the correspondences between vertices in different graphs.

Basic Info
Statistics
  • Stars: 10
  • Watchers: 3
  • Forks: 8
  • Open Issues: 4
  • Releases: 10
Topics
graph-algorithms graph-matching r
Created over 8 years ago · Last pushed almost 2 years ago
Metadata Files
Readme Changelog

README.md

CRAN status R-CMD-check <!-- badges: end -->

iGraphMatch

iGraphMatch is a R package for graph matching. The package works for both igraph objects and matrix objects. You provide the adjacency matrices of two graphs and some other information you might know, choose the graph matching method, and it returns the graph matching results. iGraphMatch also provides a bunch of useful functions you might need during the process of graph matching.

Installation

``` r

install.packages("devtools")

devtools::install_github("dpmcsuss/iGraphMatch") ```

This package is still in development. The dev branch of the package might be more stable. This can be installed via devtools with

``` r

install.packages("devtools")

devtools::install_github("dpmcsuss/iGraphMatch", ref = "dev") ```

Usage

After installation, we recommend loading igraph first. r library(igraph) library(iGraphMatch)

Documentation

Documentation can be found via the help in R and at https://dpmcsuss.github.io/iGraphMatch/.

Author and Contributors

The primary authors for the package are Vince Lyzinski, Zihuan Qiao, and Daniel Sussman.

Joshua Agterberg, Lujia Wang, and Yixin Kong also provided important contributions. We also want to thank all of our users, especially Youngser Park, for their feedback and patience as we continue to develop the package.

Support

This work was supported in part by grants from DARPA (FA8750-20-2-1001 and FA8750-18-0035) and from MIT Lincoln Labs.

Owner

  • Name: Daniel Sussman
  • Login: dpmcsuss
  • Kind: user
  • Location: Boston, MA
  • Company: Boston University @sussmanbu

GitHub Events

Total
Last Year

Committers

Last synced: 6 months ago

All Time
  • Total Commits: 646
  • Total Committers: 8
  • Avg Commits per committer: 80.75
  • Development Distribution Score (DDS): 0.567
Past Year
  • Commits: 0
  • Committers: 0
  • Avg Commits per committer: 0.0
  • Development Distribution Score (DDS): 0.0
Top Committers
Name Email Commits
Daniel Sussman s****n@b****u 280
ZihuanQiao z****o@h****m 186
 Qzh q****n@h****m 88
Lujia4170 w****j@b****u 44
Daniel Sussman d****3@j****u 41
Joshua j****1@j****u 4
olivroy 5****y 2
yxkong92 3****2 1
Committer Domains (Top 20 + Academic)
jhu.edu: 2 bu.edu: 2

Issues and Pull Requests

Last synced: 6 months ago

All Time
  • Total issues: 35
  • Total pull requests: 33
  • Average time to close issues: 8 months
  • Average time to close pull requests: 11 days
  • Total issue authors: 7
  • Total pull request authors: 3
  • Average comments per issue: 0.8
  • Average comments per pull request: 0.06
  • Merged pull requests: 27
  • Bot issues: 0
  • Bot pull requests: 0
Past Year
  • Issues: 0
  • Pull requests: 0
  • Average time to close issues: N/A
  • Average time to close pull requests: N/A
  • Issue authors: 0
  • Pull request authors: 0
  • Average comments per issue: 0
  • Average comments per pull request: 0
  • Merged pull requests: 0
  • Bot issues: 0
  • Bot pull requests: 0
Top Authors
Issue Authors
  • dpmcsuss (25)
  • ZihuanQiao (4)
  • youngser (2)
  • bkj (1)
  • jesusdaniel (1)
  • fei111 (1)
  • Lujia4170 (1)
Pull Request Authors
  • dpmcsuss (34)
  • olivroy (2)
  • jagterberg (1)
Top Labels
Issue Labels
enhancement (3) bug (1)
Pull Request Labels

Packages

  • Total packages: 1
  • Total downloads:
    • cran 363 last-month
  • Total dependent packages: 0
  • Total dependent repositories: 0
  • Total versions: 8
  • Total maintainers: 1
cran.r-project.org: iGraphMatch

Tools for Graph Matching

  • Versions: 8
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 363 Last month
Rankings
Forks count: 8.3%
Stargazers count: 17.9%
Average: 27.8%
Dependent packages count: 29.8%
Dependent repos count: 35.5%
Downloads: 47.6%
Maintainers (1)
Last synced: 6 months ago

Dependencies

DESCRIPTION cran
  • R >= 3.3.1 depends
  • Matrix >= 1.2 imports
  • Rcpp * imports
  • clue >= 0.3 imports
  • igraph >= 1.1.2 imports
  • irlba * imports
  • methods * imports
  • bookdown * suggests
  • dplyr >= 0.5.0 suggests
  • ggplot2 * suggests
  • knitr * suggests
  • purrr * suggests
  • rmarkdown * suggests
  • spelling * suggests
  • testthat >= 2.0.0 suggests
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