R Observatory: Metrics for tensorBSS version 0.3.9

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

tensorBSS

0.3.9Package record

Blind Source Separation Methods for Tensor-Valued Observations

0packages depend

3.3Kdownloads / year

–test coverage

13/13flavors OK

Overview

About

Maintained by Joni VirtaCRAN page ↗

Contains several utility functions for manipulating tensor-valued data (centering, multiplication from a single mode etc.) and the implementations of the following blind source separation methods for tensor-valued data: 'tPCA', 'tFOBI', 'tJADE', k-tJADE', 'tgFOBI', 'tgJADE', 'tSOBI', 'tNSS.SD', 'tNSS.JD', 'tNSS.TD.JD', 'tPP' and 'tTUCKER'.

Install

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

install.packages("tensorBSS", 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-tensorbss

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-tensorBSS

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-tensorBSS

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

13OK

CRAN check page ↗

Slowest check: 5.1 min · r-devel-windows-x86_64

Status changes

OK13 OK2026-09-09
ERROR12 OK, 1 ERROR2026-09-04
OK13 OK2026-08-04
NOTE12 OK, 1 NOTE2026-08-01
OK13 OK2026-06-09

Show 7 earlier changesHide 7 earlier changes

ERROR12 OK, 1 ERROR2026-06-08
NOTE12 OK, 1 NOTE2026-06-07
OK14 OK2026-04-22
ERROR13 OK, 1 ERROR2026-04-18
OK14 OK2026-04-08
ERROR13 OK, 1 ERROR2026-04-03
OK14 OK2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 0.3.9

READMENoVignettesNoNEWSNoCitation fileNoWebsitenot declared in DESCRIPTION

Help pages: 35includes a package overview page
Examples that run: 97%30 run in a plain check · 1 hold no code
Exported functions with examples: 94%
Documented parameters: 99%
Return-value docs: 87%
Help pages citing references: 66%

How these are measured

Downloads

3.3K

CRAN downloads in the past year

Rank #10,151 · ~9/day · ~271/mo

Releases R versions

Daily download trend is not available in this view yet.

34730 days

98290 days

3.3K1 year

Compare downloads with other packages →

Also on373 r2u7 autocran

How downloads are counted

Dependencies

Declared dependencies

11 external dependencies (excludes base and recommended)

Installing tensorBSS adds 65 packages (36 with compiled code, 51 MB of source tarballs). Heaviest: stringi 11 MB, ggplot2 6.0 MB, patchwork 3.2 MB.

Depends (3)

R >= 2.10JADE fICA

Imports (6)

Rcpp tensor tsBSS ICtest ggplot2 abind

LinkingTo (2)

Rcpp RcppArmadillo

Suggests (1)

stochvol

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

How these are counted

Code & Tests

Datasets

People & History

People (6)

Joni Virta

Author, Maintainer since 0.1 (2016)

Christoph L. Koesner

Author · added in 0.3.8

Author

Author

Author

Author · added in 0.3.8

Listed in earlier versions (1)

Christoph Koesner

no longer listed · 0.3.5 to 0.3.7

Releases (11)

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
0.3.9Latest
record
2024-09-12 · current release · diff ↗
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
0.3.8
record
2021-06-02 · diff ↗ ·
added 4 exports
tPCAaug, mFlatten, print.taug, ggtaugplot
R
R 4.1.0 released · 2021-05-18
unarchivedReturned to CRAN
2020-11-19
0.3.7
record
2020-11-19 · diff ↗
archivedRemoved from CRAN
2020-11-17
check problems were not corrected in time Did not use Suggests conditionally
R
R 4.0.0 released · 2020-04-24
unarchivedReturned to CRAN
2020-02-27
0.3.6
record
2020-02-27 · diff ↗ ·
added 1 export
zip2image
archivedRemoved from CRAN
2020-01-29
check problems were not corrected in time Uses archived package 'ElemStatLearn' unconditionally
R
R 3.6.0 released · 2019-04-26

Show 11 earlier eventsHide 11 earlier events

0.3.5
record
2019-03-21 · diff ↗ ·
added 6 exports
tTUCKER, tPCAladle, tensorTransform2, tensorBoot, print.tladle, ggtladleplot
R
R 3.5.0 released · 2018-04-23
0.3.4
record
2018-03-01 · diff ↗ ·
added 1 export
tPP
0.3.3
record
2017-10-06 · diff ↗ ·
added 2 exports
tSIR, k_tJADE
0.3.1
record
2017-08-22 · diff ↗ ·
added 1 export
tMD
0.3
record
2017-05-18 · diff ↗ ·
added 3 exports
tNSS.SD, tNSS.JD, tNSS.TD.JD
R
R 3.4.0 released · 2017-04-21
0.2
record
2016-08-25 · diff ↗ ·
added 1 export
tPCA
R
R 3.3.0 released · 2016-05-03
0.1
record
2016-04-19
R
R 3.2.0 released · 2015-04-16

Package metadata

First published: 2016-04-19
Total releases: 11 / 10 yrs
License: GPL (>= 2) OSI
Minimum R: ≥ 2.10
Bundled data: 1.7 MB / 3 files
Download size: 1.7 MB

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("tensorBSS")

Format

Virta, J., Koesner, C. L., Li, B., Nordhausen, K., Oja, H., & Radojicic, U. (2024). tensorBSS: Blind Source Separation Methods for Tensor-Valued Observations (Version 0.3.9) [Computer software]. https://doi.org/10.32614/CRAN.package.tensorBSS

This package has no citation file, so citation() returns this entry built from DESCRIPTION.

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 tensorBSS version 0.3.9 [Data set]. HJJB, LLC. Data release v2026-10-18. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-18, which the citation names so these numbers can be found later. More on citing and the projects behind them.

Report a problem with this page →