l1spectral: An L1-Version of the Spectral Clustering

Provides an l1-version of the spectral clustering algorithm devoted to robustly clustering highly perturbed graphs using l1-penalty. This algorithm is described with more details in the preprint C. Champion, M. Champion, M. Blazère, R. Burcelin and J.M. Loubes, "l1-spectral clustering algorithm: a spectral clustering method using l1-regularization" (2022).

Version:	0.99.6
Imports:	Rcpp (≥ 0.12.5), stats, dplyr, graphics, igraph, Matrix, aricode, grDevices, caret, glmnet, ggplot2, cvTools
LinkingTo:	Rcpp, RcppArmadillo
Published:	2022-01-26
DOI:	10.32614/CRAN.package.l1spectral
Author:	Camille Champion [aut], Magali Champion [aut, cre]
Maintainer:	Magali Champion <magali.champion at u-paris.fr>
License:	GPL-2
NeedsCompilation:	yes
CRAN checks:	l1spectral results

Documentation:

Reference manual:

l1spectral.html , l1spectral.pdf

Downloads:

Package source:	l1spectral_0.99.6.tar.gz
Windows binaries:	r-devel: l1spectral_0.99.6.zip, r-release: l1spectral_0.99.6.zip, r-oldrel: l1spectral_0.99.6.zip
macOS binaries:	r-release (arm64): l1spectral_0.99.6.tgz, r-oldrel (arm64): l1spectral_0.99.6.tgz, r-release (x86_64): l1spectral_0.99.6.tgz, r-oldrel (x86_64): l1spectral_0.99.6.tgz
Old sources:	l1spectral archive

Linking:

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