CRAN/E | l1spectral

l1spectral

An L1-Version of the Spectral Clustering

Installation

About

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).

Key Metrics

Version 0.99.6
Published 2022-01-26 826 days ago
Needs compilation? yes
License GPL-2
CRAN checks l1spectral results

Downloads

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Maintainer

Maintainer

Magali Champion

magali.champion@u-paris.fr

Authors

Camille Champion

aut

Magali Champion

aut / cre

Material

Reference manual
Package source

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

l1spectral archive

Imports

Rcpp ≥ 0.12.5
stats
dplyr
graphics
igraph
Matrix
aricode
grDevices
caret
glmnet
ggplot2
cvTools

LinkingTo

Rcpp
RcppArmadillo