{"id":20114428,"url":"https://github.com/kisungyou/networkdistance","last_synced_at":"2025-08-26T15:15:46.853Z","repository":{"id":106301133,"uuid":"131767453","full_name":"kisungyou/NetworkDistance","owner":"kisungyou","description":"Distance Measures for Networks","archived":false,"fork":false,"pushed_at":"2023-08-20T19:41:40.000Z","size":19596,"stargazers_count":9,"open_issues_count":0,"forks_count":3,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-04-09T12:22:23.133Z","etag":null,"topics":["distance","network","network-analysis","r"],"latest_commit_sha":null,"homepage":"https://cran.r-project.org/web/packages/NetworkDistance/index.html","language":"R","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"other","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/kisungyou.png","metadata":{"files":{"readme":"README.Rmd","changelog":"NEWS.md","contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2018-05-01T21:59:03.000Z","updated_at":"2025-01-22T09:46:34.000Z","dependencies_parsed_at":null,"dependency_job_id":"f2d4fe3a-2e30-4266-992c-d29afe8d8ffe","html_url":"https://github.com/kisungyou/NetworkDistance","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kisungyou%2FNetworkDistance","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kisungyou%2FNetworkDistance/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kisungyou%2FNetworkDistance/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kisungyou%2FNetworkDistance/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/kisungyou","download_url":"https://codeload.github.com/kisungyou/NetworkDistance/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":252683452,"owners_count":21788043,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["distance","network","network-analysis","r"],"created_at":"2024-11-13T18:29:43.885Z","updated_at":"2025-05-06T12:31:04.429Z","avatar_url":"https://github.com/kisungyou.png","language":"R","funding_links":[],"categories":[],"sub_categories":[],"readme":"---\noutput: github_document\n---\n\n\u003c!-- README.md is generated from README.Rmd. Please edit that file --\u003e\n\n```{r setup, include = FALSE}\nknitr::opts_chunk$set(\n  collapse = TRUE,\n  comment = \"#\u003e\",\n  fig.path = \"man/figures/README-\",\n  out.width = \"88%\"\n)\n```\n# NetworkDistance\n\n\u003c!-- badges: start --\u003e\n[![CRAN status](https://www.r-pkg.org/badges/version/NetworkDistance)](https://CRAN.R-project.org/package=NetworkDistance)\n[![](https://cranlogs.r-pkg.org/badges/NetworkDistance)](https://cran.r-project.org/package=NetworkDistance)\n\u003c!-- badges: end --\u003e\n\nNetworkDistance package is a collection of **inter-graph** distance measures. Instead of graph distance that measures \nthe degree of farness between nodes within a graph, we consider each network as an object and compute distance between those objects. \n\n## Installation\n\nYou can install the released version of NetworkDistance from [CRAN](https://CRAN.R-project.org) with:\n\n``` r\ninstall.packages(\"NetworkDistance\")\n```\nor the development version from github:\n```r\n## install.packages(\"devtools\")\n## library(devtools)\ndevtools::install_github(\"kisungyou/NetworkDistance\")\n```\n\n## Currently Available Methods\nWe support following methds at this stage and the collection will be expanded continuously.\n\n|Function       | Reference                  | Description                                     |\n|---------------|:--------------------------:|-------------------------------------------------|\n|`nd.centrality`| Roy et al. (2014)          | Distance by Network Centrality Measures         |\n|`nd.csd`       | Ipsen and Mikhailov (2002) | $L_2$ Distance of Continuous Spectral Densities |\n|`nd.dsd`       | Wilson and Zhu (2008)      | Discrete Spectral Distance                      |\n|`nd.edd`       |                            | Edge Difference Distance                        |\n|`nd.extremal`  | Jakobson and Rivin (2002)  | Extremal Distance with Top-$k$ Eigenvalues      |\n|`nd.gdd`       | Hammond et al. (2013)      | Graph Diffusion Distance                        |\n|`nd.graphon`   | Mukherjee et al. (2017)    | Graphon Estimates Distance                      | \n|`nd.hamming`   | Hamming (1950)             | Hamming Distance                                |\n|`nd.him`       | Jurman et al. (2015)       | Hamming-Ipsen-Mikhailov (HIM) Distance          |\n|`nd.moments`   | Mukherjee et al. (2017)    | Log Moments Distanec                            |\n|`nd.nfd`       | Bao et al. (2018)          | Network Flow Distance                           |\n|`nd.wsd`       | Fay et al. (2010)          | Distance with Weighted Spectral Distribution    |\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fkisungyou%2Fnetworkdistance","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fkisungyou%2Fnetworkdistance","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fkisungyou%2Fnetworkdistance/lists"}