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:Valeria Policastro [aut, cre], Dario Righelli [aut], Luisa Cutillo [aut], Italia De Feis [aut], Annamaria Carissimo [aut]

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robin.pdf |robin.html
robin/json (API)
NEWS

# 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

On CRAN:

Conda:

7.72 score 19 stars 8 scripts 23k downloads 12 exports 124 dependencies

Last updated 6 days agofrom:c8976e9904. Checks:9 OK. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKMar 21 2025
R-4.5-winOKMar 21 2025
R-4.5-macOKMar 21 2025
R-4.5-linuxOKMar 21 2025
R-4.4-winOKMar 21 2025
R-4.4-macOKMar 21 2025
R-4.4-linuxOKMar 21 2025
R-4.3-winOKMar 21 2025
R-4.3-macOKMar 21 2025

Exports:membershipCommunitiesmethodCommunityplotCommplotGraphplotMultiCompareprepGraphrandomrobinAUCrobinComparerobinFDATestrobinGPTestrobinRobust

Dependencies:ashaskpassbase64encBHBiocParallelbitbit64bitopsbootbslibcachemcellrangerclassclicliprclustercodetoolscolorspacecpp11crayoncurldata.tableDescToolsdeSolvedigestdotCall64e1071evaluateExactexpmfansifarverfastmapfdafdatestfdsFNNfontawesomeforcatsformatRfsfutile.loggerfutile.optionsggplot2gldgluegridExtragtablehavenhdrcdehighrhmshtmltoolshtmlwidgetshttrigraphisobandjquerylibjsonlitekernlabKernSmoothknitrkslabelinglambda.rlatticelifecyclelmomlocfitmagrittrMASSMatrixmclustmemoisemgcvmimemulticoolmunsellmvtnormnetworkD3nlmeopensslpcaPPperturbRpillarpkgconfigplyrpracmaprettyunitsprogressproxyqpdfR6rainbowrappdirsRColorBrewerRcppRCurlreadrreadxlrematchreshape2rlangrmarkdownrootSolverstudioapisassscalessnowspamstringistringrsystibbletidyselecttinytextzdbutf8vctrsviridisLitevroomwithrxfunyaml

robin

Rendered fromrobin.Rmdusingknitr::rmarkdownon Mar 21 2025.

Last update: 2025-03-21
Started: 2019-09-24

Readme and manuals

Help Manual

Help pageTopics
membershipCommunitiesmembershipCommunities
methodCommunitymethodCommunity
plot.robinplot.robin
plotCommplotComm
plotGraphplotGraph
plotMultiCompareplotMultiCompare
prepGraphprepGraph
randomrandom
robinAUCrobinAUC
robinComparerobinCompare
robinFDATestrobinFDATest
robinGPTestrobinGPTest
robinRobustrobinRobust