Package: l1spectral 0.99.6

Magali Champion

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).

Authors:Camille Champion [aut], Magali Champion [aut, cre]

l1spectral_0.99.6.tar.gz
l1spectral_0.99.6.tar.gz(r-4.5-noble)l1spectral_0.99.6.tar.gz(r-4.4-noble)
l1spectral_0.99.6.tgz(r-4.4-emscripten)l1spectral_0.99.6.tgz(r-4.3-emscripten)
l1spectral.pdf |l1spectral.html
l1spectral/json (API)

# Install 'l1spectral' in R:
install.packages('l1spectral', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Uses libs:
  • openblas– Optimized BLAS
  • c++– GNU Standard C++ Library v3
Datasets:
  • ToyData - Toy data for running the l1-spectral clustering algorithm

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

openblascpp

1.00 score 226 downloads 8 exports 83 dependencies

Last updated 3 years agofrom:e85450abac. Checks:OK: 1 NOTE: 1. Indexed: yes.

TargetResultDate
Doc / VignettesOKDec 21 2024
R-4.5-linux-x86_64NOTEDec 21 2024

Exports:ComputePerformancesCreateDataSetFindElementFindNbrClustersFindStructurel1_spectrall1_spectralclusteringPenOpt

Dependencies:aricodecaretclasscliclockcodetoolscolorspacecpp11cvToolsdata.tableDEoptimRdiagramdigestdplyre1071fansifarverforeachfuturefuture.applygenericsggplot2glmnetglobalsgluegowergtablehardhatigraphipredisobanditeratorsKernSmoothlabelinglatticelavalifecyclelistenvlubridatemagrittrMASSMatrixmgcvModelMetricsmunsellnlmennetnumDerivparallellypillarpkgconfigplyrpROCprodlimprogressrproxypurrrR6RColorBrewerRcppRcppArmadilloRcppEigenrecipesreshape2rlangrobustbaserpartscalesshapeSQUAREMstringistringrsurvivaltibbletidyrtidyselecttimechangetimeDatetzdbutf8vctrsviridisLitewithr