Kernel Independent Component Analysis

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


Reference manual

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install.packages("KernelICA")

2.0.0 by Klaus Nordhausen, 2 months ago


Browse source code at https://github.com/cran/KernelICA


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


Documentation:   PDF Manual  


GPL (>= 2) license


Imports methods, ManifoldOptim, JADE, ICtest

Depends on Rcpp

Linking to Rcpp, RcppArmadillo, ManifoldOptim, RcppEigen


See at CRAN