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]

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

On CRAN:

10 exports 24 stars 2.47 score 14 dependencies 3 scripts 392 downloads

Last updated 3 months agofrom:8776e6e755. Checks:OK: 1 WARNING: 6. Indexed: yes.

Exports:build_laplacianbuild_motif_adjacency_matrixget_largest_componentget_motif_nameskmeanspprun_laplace_embeddingrun_motif_clusteringrun_motif_embeddingsample_bsbmsample_dsbm

Dependencies:clicpp11glueigraphlatticelifecyclemagrittrMatrixpkgconfigRcppRcppEigenrlangRSpectravctrs