R Observatory: Metrics for TensorClustering version 1.0.2

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

TensorClustering needs ManifoldOptim (through TRES), which CRAN will archive unless its check problems are fixed by Oct 31.

TensorClustering

1.0.2Package record

Model-Based Tensor Clustering

0packages depend

2.3Kdownloads / year

–test coverage

11/13flavors OK

Overview

About

Maintained by Kai DengCRAN page ↗

Performs model-based tensor clustering methods including Tensor Gaussian Mixture Model (TGMM), Tensor Envelope Mixture Model (TEMM) by Deng and Zhang (2021) <DOI: 10.1111/biom.13486>, Doubly-Enhanced EM (DEEM) algorithm by Mai, Zhang, Pan and Deng (2021) <DOI: 10.1080/01621459.2021.1904959>.

Changes in 1.0.2

Updated descriptions after papers being published.

From NEWS.md in the release

Install

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

install.packages("TensorClustering", 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-tensorclustering

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-TensorClustering

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-TensorClustering

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

NOTEdependencies in R coder-devel-linux-x86_64-fedora-clang, r-devel-linux-x86_64-fedora-gcc

Namespace in Imports field not imported from:
  ‘Rcpp’
All declared Imports should be used.

CRAN check page ↗

Slowest check: 2.3 min · r-devel-windows-x86_64

Status changes

NOTE11 OK, 2 NOTE2026-09-08
ERROR11 OK, 1 NOTE, 1 ERROR2026-09-07
NOTE12 OK, 2 NOTE2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 1.0.2

READMEYes · 120 wordsVignettesNoNEWSYes · 67% structured · mentions 1.0.2Citation fileNoWebsitenot declared in DESCRIPTION

Help pages: 7
Examples that run: 71%5 run in a plain check · 2 only when donttest examples are enabled (R CMD check --as-cran)
Exported functions with examples: 100%
Documented parameters: 99%
Return-value docs: 100%
Help pages citing references: 100%

How these are measured

Downloads

2.3K

CRAN downloads in the past year

Rank #20,972 · ~6/day · ~193/mo

Releases R versions

Daily download trend is not available in this view yet.

24530 days

62790 days

2.3K1 year

Compare downloads with other packages →

Also on359 r2u3 autocran

How downloads are counted

Dependencies

Declared dependencies

9 external dependencies (excludes base and recommended)

Installing TensorClustering adds 11 packages (4 with compiled code, 8.7 MB of source tarballs). Heaviest: TRES 3.8 MB, Rcpp 1.8 MB, RcppArmadillo 1.0 MB.

Depends (0)

none

Imports (10)

MASStensr rTensor TRES abind combinat pracmastatsmvtnorm Rcpp

LinkingTo (1)

Rcpp

Suggests (0)

none

Enhances (0)

none

Dependencies facing archival

CRAN will archive these unless their check problems are fixed by the date shown. This package needs each one to install.

ManifoldOptim through TRESfix by Oct 31

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

How these are counted

Code & Tests

People & History

People (4)

Kai Deng

Author, Maintainer since 1.0.1 (2021)

Qing Mai

Author

Yuqing Pan

Author

Xin Zhang

Author

Releases (2)

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
R
R 4.3.0 released · 2023-04-21
R
R 4.2.0 released · 2022-04-22
unarchivedReturned to CRAN
2021-06-26
1.0.2Latest
record
2021-06-26 · current release · diff ↗
R
R 4.1.0 released · 2021-05-18
archivedRemoved from CRAN
2021-05-05
requires archived package 'rTensor'
1.0.1
record
2021-04-09
R
R 4.0.0 released · 2020-04-24

Package metadata

First published: 2021-04-09
Total releases: 2 / 5 yrs
License: MIT + file LICENSE OSI
Download size: 19 KB

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("TensorClustering")

Format

Deng, K., Mai, Q., Pan, Y., & Zhang, X. (2021). TensorClustering: Model-Based Tensor Clustering (Version 1.0.2) [Computer software]. https://doi.org/10.32614/CRAN.package.TensorClustering

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 TensorClustering version 1.0.2 [Data set]. HJJB, LLC. Data release v2026-10-20. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-20, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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