KernelICA: Kernel Independent Component Analysis

The kernel independent component analysis (kernel ICA) method introduced by Bach and Jordan (2003) <doi:10.1162/153244303768966085>. The incomplete Cholesky decomposition used in kernel ICA is provided as separate function.

Version: 0.1.0
Depends: Rcpp
Imports: inline, methods, ManifoldOptim, JADE, ICtest
LinkingTo: Rcpp, RcppArmadillo, ManifoldOptim, RcppEigen
Published: 2021-03-01
Author: Christoph L. Koesner ORCID iD [aut, cre], Klaus Nordhausen ORCID iD [aut]
Maintainer: Christoph L. Koesner <christoph at>
License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
NeedsCompilation: yes
CRAN checks: KernelICA results


Reference manual: KernelICA.pdf
Package source: KernelICA_0.1.0.tar.gz
Windows binaries: r-devel:, r-devel-UCRT:, r-release:, r-oldrel:
macOS binaries: r-release (arm64): KernelICA_0.1.0.tgz, r-release (x86_64): KernelICA_0.1.0.tgz, r-oldrel: not available


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