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KernelICA (version 0.1.0)

Kernel Independent Component Analysis

Description

The kernel independent component analysis (kernel ICA) method introduced by Bach and Jordan (2003) . The incomplete Cholesky decomposition used in kernel ICA is provided as separate function.

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Version

Install

install.packages('KernelICA')

Monthly Downloads

7

Version

0.1.0

License

GPL (>= 2)

Maintainer

Christoph L. Koesner

Last Published

March 1st, 2021

Functions in KernelICA (0.1.0)

incomplete_cholesky

Incomplete Cholesky Decomposition
kernel_matrix

Kernel Matrix Computation
MD_distant_matrices

MD Distant Matrices
kernel_ica

Kernel Independent Component Analysis
KernelICA-package

KernelICA-package