R Observatory: Metrics for JADE version 2.0-4

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

JADE

2.0-4Package record

Blind Source Separation Methods Based on Joint Diagonalization and Some BSS Performance Criteria

12packages dependsuggested by 3

20Kdownloads / year

–test coverage

11/13flavors OK

Overview

About

Maintained by Klaus NordhausenCRAN page ↗

Cardoso's JADE algorithm as well as his functions for joint diagonalization are ported to R. Also several other blind source separation (BSS) methods, like AMUSE and SOBI, and some criteria for performance evaluation of BSS algorithms, are given. The package is described in Miettinen, Nordhausen and Taskinen (2017) doi:10.18637/jss.v076.i02.

Install

R (CRAN)Ubuntu (r2u)Fedora (COPR)openSUSE (OBS)

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

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

Release

# enable cranapt (r2u) if it is not already set up, then install
grep -rqs r2u.stat.illinois.edu /etc/apt/sources.list /etc/apt/sources.list.d/ \
  || curl -fsSL https://raw.githubusercontent.com/eddelbuettel/r2u/master/inst/scripts/add_cranapt_noble.sh | sudo bash
sudo apt install -y r-cran-jade

Fast Ubuntu binaries via r2u (no compilation). The cranapt setup runs once and is skipped when it is already enabled. We list this channel from recorded r2u download activity rather than from a live index of the repository, so treat it as last known rather than guaranteed.

bspm (used by r2u) also needs make: sudo apt install make

# 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-JADE

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-JADE

RPMs auto-built from CRAN on openSUSE OBS (Tumbleweed). We list this channel from recorded autoCRAN download activity rather than from a live index of the repository, so treat it as last known rather than guaranteed.

Health

CRAN checks

2NOTE11OK

Check messages

NOTECRAN incoming feasibilityr-devel-linux-x86_64-debian-clang, r-devel-linux-x86_64-debian-gcc

Maintainer: ‘Klaus Nordhausen <klausnordhausenR@gmail.com>’

Found the following (possibly) invalid URLs:
  URL: http: //CRAN.R-project.org/package=JADE
    From: inst/doc/JADE-BSSasymp.pdf
    Message: Invalid URL: missing authority part

CRAN check page ↗

Slowest check: 2.8 min · r-devel-windows-x86_64

Status changes

NOTE11 OK, 2 NOTENow
NOTE12 OK, 2 NOTE2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 2.0-4

READMENoVignettesYes · 1 · staticNEWSNoCitation fileYes · cites a publicationWebsitenot declared in DESCRIPTION

Cites a JSS article

Help pages: 23includes a package overview page
Examples that run: 95%19 run in a plain check · 1 never run
Exported functions with examples: 94%
Documented parameters: 100%
Return-value docs: 94%
Help pages citing references: 78%

Vignettes (1)

Blind Source Separation Based on Joint Diagonalization in R: The Packages JADE and BSSasymp PDF

How these are measured

Downloads

20K

CRAN downloads in the past year

Rank #3,344 · ~55/day · ~1.7K/mo

Releases R versions

Daily download trend is not available in this view yet.

1.1K30 days

3.3K90 days

20K1 year

Compare downloads with other packages →

Also on683 r2u8 autocran4.4K conda_forge243 c2d4u

How downloads are counted

Dependencies

Declared dependencies

3 external dependencies (excludes base and recommended)

Installing JADE adds 1 package (1 with compiled code, 727 KB of source tarballs). Heaviest: clue 727 KB.

Depends (0)

none

Imports (2)

cluegraphics

LinkingTo (0)

none

Suggests (2)

ICS ICSNP

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

12direct

4indirect

Depends 5 · Imports 7

Suggested by 3

Show all 15 packagesHide all 15 packages

Depends, Imports or LinkingTo, most downloaded first

isva ICtest tsBSS BSSasymp SpatialBSS tensorBSS SpaceTimeBSS fICA ssaBSS osd KernelICA TICM

Suggests, most downloaded first

steadyICA gmGeostats dcorBSS

How these are counted

Code & Tests

Datasets

People & History

People (6)

Klaus Nordhausen

Author, Maintainer since 1.0-0 (2007)

Jean-Francois Cardoso

Author

Jari Miettinen

Author · added in 1.1-0

Hannu Oja

Author

Esa Ollila

Author

Sara Taskinen

Author · added in 1.1-0

Releases (15)

Pick two releases to compare their code metrics.

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
2.0-4Latest
record
2023-09-18 · current release · diff ↗
R
R 4.3.0 released · 2023-04-21
R
R 4.2.0 released · 2022-04-22
R
R 4.1.0 released · 2021-05-18
R
R 4.0.0 released · 2020-04-24
2.0-3
record
2020-03-25 · diff ↗
2.0-2
record
2019-08-19 · diff ↗ ·
added 1 export
frjd.int
R
R 3.6.0 released · 2019-04-26
R
R 3.5.0 released · 2018-04-23
2.0-1
record
2018-03-02 · diff ↗
R
R 3.4.0 released · 2017-04-21
2.0-0
record
2017-01-09 · diff ↗
R
R 3.3.0 released · 2016-05-03

Show 23 earlier eventsHide 23 earlier events

1.9-93
record
2015-08-14 · diff ↗ ·
added 1 export
frjd
R
R 3.2.0 released · 2015-04-16
1.9-92
record
2014-10-23 · diff ↗
R
R 3.1.0 released · 2014-04-10
1.9-91
record
2013-11-11 · diff ↗
1.9-9
record
2013-10-11 · diff ↗ ·
added 8 exports
NSS.SD, NSS.JD, NSS.TD.JD, FOBI, k_JADE, rjd.fortran, FG, cjd
R
R 3.0.0 released · 2013-04-03
R
R 2.15.0 released · 2012-03-30
1.1-0
record
2012-02-14 · diff ↗ ·
added 5 exports
AMUSE, bss.components, djd, multscatter, SOBI
R
R 2.14.0 released · 2011-10-31
1.0-4
record
2011-09-05 · diff ↗ ·
added 1 export
MD
R
R 2.13.0 released · 2011-04-13
R
R 2.12.0 released · 2010-10-15
R
R 2.11.0 released · 2010-04-22
R
R 2.10.0 released · 2009-10-26
1.0-3
record
2009-07-01 · diff ↗
1.0-2
record
2009-04-22 · diff ↗
R
R 2.9.0 released · 2009-04-17
R
R 2.8.0 released · 2008-10-20
R
R 2.7.0 released · 2008-04-22
1.0-1
record
2008-03-29 · diff ↗
1.0-0
record
2007-11-03
R
R 2.6.0 released · 2007-10-03

Package metadata

First published: 2007-11-03
Total releases: 15 / 19 yrs
License: GPL (>= 2) OSI
Bundled data: 1.4 MB / 1 file
Download size: 2.3 MB

Cite

Cite this package

Run in R for the authors' entry:

citation("JADE")

The package provides a citation file, so citation() returns the authors' own entry.

It points to 10.18637/jss.v076.i02.

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 JADE version 2.0-4 [Data set]. HJJB, LLC. Data release v2026-10-22. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-22, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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