Package: dynamicmultiplex 1.3.1

dynamicmultiplex: Community Detection for Evolving Multiplex Networks

Multiplex temporal community detection with customizable interlayer coupling. Runs Louvain or Leiden community detection on each network layer and constructs interlayer ties using Jaccard similarity, overlap coefficient, node-strength weighted variants, or direct node identity links, and also provides a two-stage snapshot-and-match tracker that aligns independently detected per-layer communities across time with the Hungarian assignment algorithm. Supports user-specified layer connectivity via the layer_links argument, enabling adjacent-only temporal coupling that avoids the long-range pooling problem in standard multislice approaches.

Authors:Jared Edgerton [aut, cre]

dynamicmultiplex_1.3.1.tar.gz
dynamicmultiplex_1.3.1.zip(r-4.7-any)dynamicmultiplex_1.3.1.zip(r-4.6-any)dynamicmultiplex_1.3.1.zip(r-4.5-any)
dynamicmultiplex_1.3.1.tgz(r-4.6-any)dynamicmultiplex_1.3.1.tgz(r-4.5-any)
dynamicmultiplex_1.3.1.tar.gz(r-4.7-any)dynamicmultiplex_1.3.1.tar.gz(r-4.6-any)
dynamicmultiplex_1.3.1.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
dynamicmultiplex/json (API)

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

Bug tracker:https://github.com/jfedgerton/dynamic_multiplex/issues

On CRAN:

Conda:

2.18 score 15 scripts 266 downloads 15 exports 13 dependencies

Last updated from:715083ff0e. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-develOK138
source / vignettesOK288
linux-releaseOK159
macos-releaseOK185
macos-oldrelOK184
windows-develOK135
windows-releaseOK86
windows-oldrelOK87
wasm-releaseOK139

Exports:animate_multilayer_gifbootstrap_multilayerco_assignment_cicommunity_estextract_meta_membershipfit_multilayer_hungarianfit_multilayer_identity_tiesfit_multilayer_jaccardfit_multilayer_overlapfit_multilayer_weighted_jaccardfit_multilayer_weighted_overlappartition_stabilityplot_multilayer_alluvialplot_multilayer_seriessimulate_and_fit_multilayer

Dependencies:cliclueclustercpp11glueigraphlatticelifecyclemagrittrMatrixpkgconfigrlangvctrs