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
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.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-release (x86_64): l1spectral_0.99.6.tgz, r-oldrel: l1spectral_0.99.6.tgz
Old sources: l1spectral archive

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