Package: leidenAlg 1.1.8

Evan Biederstedt

leidenAlg: Implements the Leiden Algorithm via an R Interface

An R interface to the Leiden algorithm, an iterative community detection algorithm on networks. The algorithm is designed to converge to a partition in which all subsets of all communities are locally optimally assigned, yielding communities guaranteed to be connected. The implementation proves to be fast, scales well, and can be run on graphs of millions of nodes (as long as they can fit in memory). The original implementation was constructed as a python interface "leidenalg" found here: <https://github.com/vtraag/leidenalg>. The algorithm was originally described in Traag, V.A., Waltman, L. & van Eck, N.J. "From Louvain to Leiden: guaranteeing well-connected communities". Sci Rep 9, 5233 (2019) <doi:10.1038/s41598-019-41695-z>.

Authors:Peter Kharchenko [aut], Viktor Petukhov [aut], Yichen Wang [aut], V.A. Traag [ctb], Gábor Csárdi [ctb], Tamás Nepusz [ctb], Minh Van Nguyen [ctb], Evan Biederstedt [cre, aut]

leidenAlg_1.1.8.tar.gz
leidenAlg_1.1.8.zip(r-4.7-x86_64)leidenAlg_1.1.8.zip(r-4.7-arm64)leidenAlg_1.1.8.zip(r-4.6-x86_64)leidenAlg_1.1.8.zip(r-4.6-arm64)leidenAlg_1.1.8.zip(r-4.5-x86_64)
leidenAlg_1.1.8.tgz(r-4.6-x86_64)leidenAlg_1.1.8.tgz(r-4.6-arm64)leidenAlg_1.1.8.tgz(r-4.5-x86_64)leidenAlg_1.1.8.tgz(r-4.5-arm64)
leidenAlg_1.1.8.tar.gz(r-4.7-arm64)leidenAlg_1.1.8.tar.gz(r-4.7-x86_64)leidenAlg_1.1.8.tar.gz(r-4.6-arm64)leidenAlg_1.1.8.tar.gz(r-4.6-x86_64)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
leidenAlg/json (API)

# Install 'leidenAlg' in R:
install.packages('leidenAlg', repos = c('https://kharchenkolab.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/kharchenkolab/leidenalg/issues

Uses libs:
  • c++– GNU Standard C++ Library v3
Datasets:

On CRAN:

Conda:

cpp

7.04 score 13 stars 6 packages 64 scripts 4.9k downloads 8 exports 44 dependencies

Last updated from:665cfef3c6. Checks:13 OK, 1 WARNING, 1 FAIL. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-arm64OK220
linux-devel-x86_64OK195
source / vignettesOK266
linux-release-arm64OK228
linux-release-x86_64OK260
macos-release-arm64OK252
macos-release-x86_64OK540
macos-oldrel-arm64OK243
macos-oldrel-x86_64OK463
windows-devel-arm64OK417
windows-devel-x86_64OK355
windows-release-arm64WARNING391
windows-release-x86_64OK322
windows-oldrel-x86_64OK303
wasm-releaseFAIL255

Exports:as.dendrogram.fakeCommunitiesfind_partitionfind_partition_rcppfind_partition_with_repfind_partition_with_rep_rcppleiden.communitymembership.fakeCommunitiesrleiden.community

Dependencies:BHclicpp11dplyrdqrngfarverFNNgenericsggplot2ggrepelgluegtableigraphirlbaisobandlabelinglatticelifecyclemagrittrMatrixpbmcapplypillarpkgconfigpROCR6RColorBrewerRcppRcppAnnoyRcppArmadilloRcppEigenRcppProgressrlangRSpectraS7scalessccoresitmotibbletidyselectutf8uwotvctrsviridisLitewithr