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CRAN: Package l1spectral

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: Downloads: Linking:

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