Package: robin 1.2.0

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]

robin_1.2.0.tar.gz
robin_1.2.0.zip(r-4.5)robin_1.2.0.zip(r-4.4)robin_1.2.0.zip(r-4.3)
robin_1.2.0.tgz(r-4.4-any)robin_1.2.0.tgz(r-4.3-any)
robin_1.2.0.tar.gz(r-4.5-noble)robin_1.2.0.tar.gz(r-4.4-noble)
robin_1.2.0.tgz(r-4.4-emscripten)robin_1.2.0.tgz(r-4.3-emscripten)
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'))

Peer review:

Bug tracker:https://github.com/valeriapolicastro/robin/issues

On CRAN:

5.71 score 17 stars 8 scripts 266 downloads 11 exports 120 dependencies

Last updated 5 days agofrom:ced379c54e. Checks:OK: 1 WARNING: 6. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 18 2024
R-4.5-winWARNINGNov 18 2024
R-4.5-linuxWARNINGNov 18 2024
R-4.4-winWARNINGNov 18 2024
R-4.4-macWARNINGNov 18 2024
R-4.3-winWARNINGNov 18 2024
R-4.3-macWARNINGNov 18 2024

Exports:membershipCommunitiesmethodCommunityplotCommplotGraphprepGraphrandomrobinAUCrobinComparerobinFDATestrobinGPTestrobinRobust

Dependencies:ashaskpassbase64encBHBiocParallelbitbit64bitopsbootbslibcachemcellrangerclassclicliprclustercodetoolscolorspacecpp11crayoncurldata.tableDescToolsdeSolvedigestdotCall64e1071evaluateExactexpmfansifarverfastmapfdafdatestfdsFNNfontawesomeforcatsformatRfsfutile.loggerfutile.optionsggplot2gldgluegridExtragtablehavenhdrcdehighrhmshtmltoolshtmlwidgetshttrigraphisobandjquerylibjsonlitekernlabKernSmoothknitrkslabelinglambda.rlatticelifecyclelmomlocfitmagrittrMASSMatrixmclustmemoisemgcvmimemulticoolmunsellmvtnormnetworkD3nlmeopensslpcaPPperturbRpillarpkgconfigpracmaprettyunitsprogressproxyqpdfR6rainbowrappdirsRColorBrewerRcppRCurlreadrreadxlrematchrlangrmarkdownrootSolverstudioapisassscalessnowspamsystibbletidyselecttinytextzdbutf8vctrsviridisLitevroomwithrxfunyaml

robin

Rendered fromrobin.Rmdusingknitr::rmarkdownon Nov 18 2024.

Last update: 2024-07-15
Started: 2019-09-24

Readme and manuals

Help Manual

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