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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.
| Version: | 1.1.0 |
| Depends: | R (≥ 4.1.0) |
| Imports: | clue, igraph (≥ 2.0.0), rlang |
| Suggests: | testthat (≥ 3.0.0), ggplot2, gganimate, gifski, ggalluvial, RColorBrewer, dplyr, tidyr, peacesciencer |
| Published: | 2026-08-07 |
| DOI: | 10.32614/CRAN.package.dynamicmultiplex |
| Author: | Jared Edgerton [aut, cre] |
| Maintainer: | Jared Edgerton <jared.edgerton at gmail.com> |
| BugReports: | https://github.com/jfedgerton/dynamic_multiplex/issues |
| License: | MIT + file LICENSE |
| URL: | https://github.com/jfedgerton/dynamic_multiplex |
| NeedsCompilation: | no |
| Materials: | README, NEWS |
| CRAN checks: | dynamicmultiplex results |
| Reference manual: | dynamicmultiplex.html , dynamicmultiplex.pdf |
| Package source: | dynamicmultiplex_1.1.0.tar.gz |
| Windows binaries: | r-devel: not available, r-release: dynamicmultiplex_1.1.0.zip, r-oldrel: dynamicmultiplex_1.1.0.zip |
| macOS binaries: | r-release (arm64): dynamicmultiplex_1.1.0.tgz, r-oldrel (arm64): dynamicmultiplex_1.1.0.tgz, r-release (x86_64): dynamicmultiplex_1.1.0.tgz, r-oldrel (x86_64): dynamicmultiplex_1.1.0.tgz |
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