R Observatory: Metrics for KernelICA version 2.0.0

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

KernelICA

2.0.0

Kernel Independent Component Analysis

0packages depend

36downloads / year

–test coverage

11/11checks pass

Overview

About

Maintained by Klaus NordhausenFirst published 2026-08-042 releasesCRAN page ↗

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.

Install

R (CRAN)Fedora (COPR)openSUSE (OBS)

install.packages("KernelICA", repos = "https://cloud.r-project.org/")

Installs the current CRAN release. Prebuilt binaries on Windows and macOS.

# enable the iucar/cran COPR if it is not already present, then install
ls /etc/yum.repos.d/*iucar*cran*.repo >/dev/null 2>&1 \
  || sudo dnf copr enable -y iucar/cran
sudo dnf install -y R-CRAN-KernelICA

RPMs from the iucar/cran COPR, rebuilt from CRAN.

For install.packages() integration in R, also: sudo dnf install R-CoprManager

# add the autoCRAN OBS repo (Tumbleweed) if it is missing, then install
zypper -q lr | grep -qi autoCRAN \
  || sudo zypper addrepo https://download.opensuse.org/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Tumbleweed/devel:languages:R:autoCRAN.repo
sudo zypper install -y R-KernelICA

RPMs auto-built from CRAN on openSUSE OBS (Tumbleweed).

Health

CRAN checks

11OK

Slowest check: 4.2 min · r-oldrel-windows-x86_64

Code health

None

Tests · ratio 0.00

not tracked

Coverage

100%

Documentation · exports

5

Dependencies · direct

Check history

OK2026-08-05
7 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMENoVignettesNopkgdown siteNoNEWSYes · 67% structuredCode of conductNoContributing guideNo

Examples that run: 100%
Documented parameters: 90%
Return-value docs: 100%
References docs: 60%

Downloads

36

CRAN downloads in the past year

Rank #24,729 · ~0/day · ~3/mo

Releases R versions

Daily download trend is not available in this view yet.

3530 days

3590 days

361 year

Compare downloads with other packages →

Also on6 autocran

Dependencies

Declared dependencies

8 external dependencies (excludes base and recommended)

Depends (2)

R >= 4.2.0Rcpp

Imports (4)

methodsManifoldOptim JADE ICtest

LinkingTo (4)

Rcpp RcppArmadillo ManifoldOptim RcppEigen

Suggests (0)

none

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

People & History

People (3)

Maintainer (1)

Klaus Nordhausen

Author, Maintainer

Authors (3)

Klaus Nordhausen

Author, Maintainer

Juho Eagling

Author · added in 2.0.0

Christoph L. Koesner

Author

Package Timeline

2 releases. Pick two to compare their code metrics. R releases are shown for context.

2.0.0Latest
2026-08-04 · current release · diff ↗
unarchivedReturned to CRAN
2026-08-04
R
R 4.6.0 released · 2026-04-24
R
R 4.5.0 released · 2025-04-11
R
R 4.4.0 released · 2024-04-24
R
R 4.3.0 released · 2023-04-21
R
R 4.2.0 released · 2022-04-22
archivedRemoved from CRAN
2022-01-06
check issues were not corrected in time Use of 'assert_rtn'
R
R 4.1.0 released · 2021-05-18
0.1.0
2021-03-01
R
R 4.0.0 released · 2020-04-24

Package metadata

First published: 2026-08-04
Total releases: 2 / 1 yrs
License: GPL (>= 2) OSI
Minimum R: ≥ 4.2.0
Download size: not tracked yet
Installed size: not tracked yet
With dependencies: not tracked yet

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("KernelICA")

Format

Nordhausen, K., Eagling, J., & Koesner, C. L. (2026). KernelICA: Kernel Independent Component Analysis (Version 2.0.0) [Computer software]. https://doi.org/10.32614/CRAN.package.KernelICA

This is what citation() produces when a package has no citation file of its own. If it prints something else, use that.

Cite the R Observatory

For a number measured here: a download total, a coverage figure, an archival date.

Format

APA

Balamuta, J. J. (2026). R Observatory: Metrics for KernelICA version 2.0.0 [Data set]. HJJB, LLC. Data release v2026-08-08. https://doi.org/10.5281/zenodo.21843040

From data release v2026-08-08, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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