Package: rospca 1.1.1

Tom Reynkens

rospca: Robust Sparse PCA using the ROSPCA Algorithm

Implementation of robust sparse PCA using the ROSPCA algorithm of Hubert et al. (2016) <doi:10.1080/00401706.2015.1093962>.

Authors:Tom Reynkens [aut, cre], Valentin Todorov [ctb], Mia Hubert [ctb], Eric Schmitt [ctb], Tim Verdonck [ctb]

rospca_1.1.1.tar.gz
rospca_1.1.1.zip(r-4.7)rospca_1.1.1.zip(r-4.6)rospca_1.1.1.zip(r-4.5)
rospca_1.1.1.tgz(r-4.6-any)rospca_1.1.1.tgz(r-4.5-any)
rospca_1.1.1.tar.gz(r-4.7-any)rospca_1.1.1.tar.gz(r-4.6-any)
rospca_1.1.1.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
rospca/json (API)
NEWS

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

Bug tracker:https://github.com/treynkens/rospca/issues

Datasets:

On CRAN:

Conda:

robust-pcasparse-data

5.04 score 13 stars 61 scripts 2.8k downloads 1 mentions 8 exports 42 dependencies

Last updated from:8535e4d87a. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-x86_64OK141
source / vignettesOK174
linux-release-x86_64OK132
macos-release-arm64OK148
macos-oldrel-arm64OK143
windows-develOK105
windows-releaseOK85
windows-oldrelOK88
wasm-releaseOK107

Exports:angledataGendiagPlotrobpcarospcaselectLambdaselectPlotzeroMeasure

Dependencies:abindclicpp11DEoptimRelasticnetfarvergeometryggplot2gluegtableisobandlabelinglarslatticelifecyclelinproglpSolvemagicmagrittrmatrixStatsmrfDepthmvtnormpcaPPplyrpracmaR6RColorBrewerRcppRcppArmadilloRcppEigenRcppProgressreshape2rlangrobustbaserrcovS7scalesstringistringrvctrsviridisLitewithr