Installation | Loading package | Input | Network visualization | Community detection | Community visualization | Robustness of a community detection algorithm | Null model | robinRobust | Statistical tests | Comparison of two community detection algorithms | Robin plot with different algorithms
Package: robin 2.1.0
robin: ROBustness in Network
Assesses the robustness of the community structure of a network found by one or more community detection algorithm to give indications about their reliability. It detects if the community structure found by a set of algorithms is statistically significant and compares the different selected detection algorithms on the same network. robin helps to choose among different community detection algorithms the one that better fits the network of interest. Reference in Policastro V., Righelli D., Carissimo A., Cutillo L., De Feis I. (2021) <https://journal.r-project.org/archive/2021/RJ-2021-040/index.html>.
Authors:
robin_2.1.0.tar.gz
robin_2.1.0.zip(r-4.7)robin_2.1.0.zip(r-4.6)robin_2.1.0.zip(r-4.5)
robin_2.1.0.tgz(r-4.6-any)robin_2.1.0.tgz(r-4.5-any)
robin_2.1.0.tar.gz(r-4.7-any)robin_2.1.0.tar.gz(r-4.6-any)
robin_2.1.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
robin/json (API)
| # Install 'robin' in R: |
| install.packages('robin', repos = c('https://valeriapolicastro.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/valeriapolicastro/robin/issues
Last updated from:530af1610f. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 220 | ||
| source / vignettes | OK | 249 | ||
| linux-release-x86_64 | OK | 226 | ||
| macos-release-arm64 | OK | 112 | ||
| macos-oldrel-arm64 | OK | 156 | ||
| windows-devel | OK | 149 | ||
| windows-release | OK | 158 | ||
| windows-oldrel | OK | 169 | ||
| wasm-release | OK | 198 |
Exports:membershipCommunitiesmethodCommunityplotCommplotGraphplotMultiCompareprepGraphrandomrobinAUCrobinComparerobinFDATestrobinGPTestrobinRobust
Dependencies:ashaskpassbase64encbitbit64bitopsbootbslibcachemcellrangerclassclicliprclustercolorspacecpp11crayoncurldata.tabledata.treeDescToolsdeSolvedigestdotCall64e1071evaluateExactexpmfarverfastmapfdafdatestfdsFNNfontawesomeforcatsfsggplot2gldgluegridExtragtablehavenhdrcdehighrhmshtmltoolshtmlwidgetshttrigraphisobandjquerylibjsonlitekernlabKernSmoothknitrkslabelinglatticelifecyclelmomlocfitmagrittrMASSMatrixmclustmemoisemgcvmimemulticoolmvtnormnetworkD3nlmeopensslpcaPPperturbRpillarpkgconfigplyrpracmaprettyunitsprogressproxyqpdfR6rainbowrappdirsRColorBrewerRcppRCurlreadrreadxlrematchreshape2rlangrmarkdownrootSolverstudioapiS7sassscalesspamstringistringrsystibbletidyselecttinytextzdbutf8vctrsviridisLitevroomwithrxfunyaml
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| membershipCommunities | membershipCommunities |
| methodCommunity | methodCommunity |
| plot.robin | plot.robin |
| plotComm | plotComm |
| plotGraph | plotGraph |
| plotMultiCompare | plotMultiCompare |
| prepGraph | prepGraph |
| random | random |
| Internal parallel lapply wrapper | robin_lapply |
| robinAUC | robinAUC |
| robinCompare | robinCompare |
| robinFDATest | robinFDATest |
| robinGPTest | robinGPTest |
| robinRobust | robinRobust |
