Package: motifcluster 0.2.3

motifcluster: Motif-Based Spectral Clustering of Weighted Directed Networks

Tools for spectral clustering of weighted directed networks using motif adjacency matrices. Methods perform well on large and sparse networks, and random sampling methods for generating weighted directed networks are also provided. Based on methodology detailed in Underwood, Elliott and Cucuringu (2020) <arxiv:2004.01293>.

Authors:William George Underwood [aut, cre]

motifcluster_0.2.3.tar.gz
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motifcluster.pdf |motifcluster.html
motifcluster/json (API)
NEWS

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

Peer review:

Bug tracker:https://github.com/wgunderwood/motifcluster/issues

On CRAN:

6.00 score 25 stars 3 scripts 259 downloads 10 exports 14 dependencies

Last updated 5 months agofrom:8776e6e755. Checks:OK: 1 WARNING: 5 ERROR: 1. Indexed: yes.

TargetResultDate
Doc / VignettesOKOct 29 2024
R-4.5-winERROROct 29 2024
R-4.5-linuxWARNINGOct 29 2024
R-4.4-winWARNINGOct 29 2024
R-4.4-macWARNINGOct 29 2024
R-4.3-winWARNINGOct 29 2024
R-4.3-macWARNINGOct 29 2024

Exports:build_laplacianbuild_motif_adjacency_matrixget_largest_componentget_motif_nameskmeanspprun_laplace_embeddingrun_motif_clusteringrun_motif_embeddingsample_bsbmsample_dsbm

Dependencies:clicpp11glueigraphlatticelifecyclemagrittrMatrixpkgconfigRcppRcppEigenrlangRSpectravctrs

Using the R package motifcluster

Rendered frommotifcluster_vignette.Rmdusingknitr::rmarkdownon Oct 29 2024.

Last update: 2022-07-01
Started: 2020-04-20