seriation: Infrastructure for Ordering Objects Using Seriation

Infrastructure for ordering objects with an implementation of several seriation/sequencing/ordination techniques to reorder matrices, dissimilarity matrices, and dendrograms. Also provides (optimally) reordered heatmaps, color images and clustering visualizations like dissimilarity plots, and visual assessment of cluster tendency plots (VAT and iVAT). Hahsler et al (2008) <doi:10.18637/jss.v025.i03>.

Version: 1.5.7
Depends: R (≥ 2.14.0)
Imports: ca, cluster, colorspace, foreach, gclus, grDevices, grid, MASS, qap, registry, stats, TSP, vegan
Suggests: dbscan, DendSer, dendextend, doParallel, GA, ggplot2, keras, Rtsne, scales, smacof, tensorflow, testthat, umap
Published: 2024-12-05
Author: Michael Hahsler ORCID iD [aut, cre, cph], Christian Buchta [aut, cph], Kurt Hornik ORCID iD [aut, cph], David Barnett [ctb], Michael Brusco [ctb, cph], Michael Friendly [ctb], Hans-Friedrich Koehn [ctb, cph], Fionn Murtagh [ctb, cph], Stephanie Stahl [ctb, cph]
Maintainer: Michael Hahsler <mhahsler at lyle.smu.edu>
BugReports: https://github.com/mhahsler/seriation/issues
License: GPL-3
Copyright: The code in src/bbwrcg.f, src/arsa.f and src/bburcg.f are Copyright (C) 2005 M. Brusco, H.F. Koehn, and S. Stahl. All other code is Copyright (C) Michael Hahsler, Christian Buchta, and Kurt Hornik.
URL: https://github.com/mhahsler/seriation
NeedsCompilation: yes
Classification/ACM: G.1.6, G.2.1, G.4
Citation: seriation citation info
Materials: README NEWS
In views: Cluster
CRAN checks: seriation results

Documentation:

Reference manual: seriation.pdf
Vignettes: An Introduction to the R package seriation (source, R code)

Downloads:

Package source: seriation_1.5.7.tar.gz
Windows binaries: r-devel: seriation_1.5.6.zip, r-release: seriation_1.5.6.zip, r-oldrel: seriation_1.5.6.zip
macOS binaries: r-release (arm64): seriation_1.5.6.tgz, r-oldrel (arm64): seriation_1.5.6.tgz, r-release (x86_64): seriation_1.5.6.tgz, r-oldrel (x86_64): seriation_1.5.6.tgz
Old sources: seriation archive

Reverse dependencies:

Reverse depends: adepro, ClusteredMutations, DendSer, elaborator, NetSAM
Reverse imports: arulesViz, baizer, corrr, HarmonizR, heatmaply, MEDseq, methylscaper, qlcVisualize, RMaCzek, sechm, treeheatr
Reverse suggests: ChemoSpec, corrgram, corrplot, dendextend, dendsort, disclapmix, flexclust, ggraph, ockc, protti, SFS, tidygraph, vcdExtra
Reverse enhances: relations

Linking:

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