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 robust spectral clustering using Lasso regularization" (2021).

Version: 0.99.2
Imports: Rcpp (≥ 0.12.5), stats, graphics, igraph, Matrix, NMI, grDevices, glmnet, cvTools
LinkingTo: Rcpp, RcppArmadillo
Published: 2021-03-16
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


Reference manual: l1spectral.pdf
Package source: l1spectral_0.99.2.tar.gz
Windows binaries: r-devel: l1spectral_0.99.2.zip, r-release: l1spectral_0.99.2.zip, r-oldrel: l1spectral_0.99.2.zip
macOS binaries: r-release: l1spectral_0.99.2.tgz, r-oldrel: l1spectral_0.99.2.tgz
Old sources: l1spectral archive


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