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.
| Version: | 2.0.0 |
| Depends: | Rcpp, R (≥ 4.2.0) |
| Imports: | methods, ManifoldOptim, JADE, ICtest |
| LinkingTo: | Rcpp, RcppArmadillo, ManifoldOptim, RcppEigen |
| Published: | 2026-08-04 |
| DOI: | 10.32614/CRAN.package.KernelICA |
| Author: | Christoph L. Koesner
 [aut],
Juho Eagling
[aut],
Klaus Nordhausen
[aut, cre] |
| Maintainer: | Klaus Nordhausen <klausnordhausenR at gmail.com> |
| License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| NeedsCompilation: | yes |
| Materials: | NEWS |
| CRAN checks: | KernelICA results |
Documentation:
| Reference manual: | KernelICA.html , KernelICA.pdf |
Downloads:
| Package source: | KernelICA_2.0.0.tar.gz |
| Windows binaries: | r-devel: KernelICA_2.0.0.zip, r-release: KernelICA_2.0.0.zip, r-oldrel: KernelICA_2.0.0.zip |
| macOS binaries: | r-release (arm64): KernelICA_2.0.0.tgz, r-oldrel (arm64): KernelICA_2.0.0.tgz, r-release (x86_64): KernelICA_2.0.0.tgz, r-oldrel (x86_64): KernelICA_2.0.0.tgz |
| Old sources: | KernelICA archive |
Linking:
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