Package: KernelICA 2.0.0

Klaus Nordhausen

KernelICA: Kernel Independent Component Analysis

The kernel independent component analysis (kernel ICA) method introduced by Bach and Jordan (2002) <doi:10.1162/153244303768966085>. A separate function for the incomplete Cholesky decomposition used in kernel ICA is also provided.

Authors:Christoph L. Koesner [aut], Juho Eagling [aut], Klaus Nordhausen [aut, cre]

KernelICA_2.0.0.tar.gz
KernelICA_2.0.0.zip(r-4.7-x86_64)KernelICA_2.0.0.zip(r-4.7-arm64)KernelICA_2.0.0.zip(r-4.6-x86_64)KernelICA_2.0.0.zip(r-4.6-arm64)
KernelICA_2.0.0.tar.gz(r-4.7-arm64)KernelICA_2.0.0.tar.gz(r-4.7-x86_64)KernelICA_2.0.0.tar.gz(r-4.6-arm64)KernelICA_2.0.0.tar.gz(r-4.6-x86_64)
KernelICA_2.0.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
KernelICA/json (API)

# Install 'KernelICA' in R:
install.packages('KernelICA', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org'))
Uses libs:
  • c++– GNU Standard C++ Library v3
  • openmp– GCC OpenMP (GOMP) support library

On CRAN:

Conda:

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

cppopenmp

1.00 score 1 stars 2 scripts 343 downloads 4 exports 60 dependencies

Last updated from:8952cea66f. Checks:10 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-arm64OK138
linux-devel-x86_64OK177
source / vignettesOK208
linux-release-arm64OK147
linux-release-x86_64OK182
windows-devel-arm64OK266
windows-devel-x86_64OK207
windows-release-arm64OK270
windows-release-x86_64OK172
wasm-releaseOK135

Exports:incomplete_choleskykernel_icakernel_matrixMD_distant_matrices

Dependencies:cliclueclustercpp11crayonDBIdplyrfarverforcatsgenericsGGallyggplot2ggstatsgluegtablehmsICSICSNPICtestisobandJADElabelinglatticelifecyclemagrittrManifoldOptimMatrixminqamitoolsmvtnormnumDerivpatchworkpillarpkgconfigpngprettyunitsprogresspurrrR6RColorBrewerRcppRcppArmadilloRcppEigenRcppRollrlangS7scalesstringistringrsurveysurvivaltibbletidyrtidyselectutf8vctrsviridisLitewithrxtszoo