R Observatory: Metrics for NPLStoolbox version 1.1.0

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

NPLStoolbox

1.1.0

N-Way Partial Least Squares Modelling of Multi-Way Data

1packages depend

2Kdownloads / year

93.1%test coverage

13/13checks pass

Overview

About

Maintained by Geert Roelof van der PloegFirst published 2025-06-102 releasesCRAN page ↗GitHub ↗

Creation and selection of N-way Partial Least Squares (NPLS) models. Selection of the optimal number of components can be done using ncrossreg(). NPLS was originally described by Rasmus Bro, see doi:10.1002/%28SICI%291099-128X%28199601%2910%3A1%3C47%3A%3AAID-CEM400%3E3.0.CO%3B2-C.

Install

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

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

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

if (!requireNamespace("pak", quietly = TRUE))
  install.packages("pak", repos = "https://cloud.r-project.org/")
pak::pak("GRvanderPloeg/NPLStoolbox")

Development version from GRvanderPloeg/NPLStoolbox. Installs pak first if it is not already available.

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-nplstoolbox

Fast Ubuntu binaries via r2u (no compilation). The cranapt setup runs once and is skipped when it is already enabled.

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-NPLStoolbox

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-NPLStoolbox

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

Health

CRAN checks

13OK

Slowest check: 6.4 min · r-devel-windows-x86_64

Code health

Yes

Tests · ratio 0.09

93.1%

Coverage · measured lines

100%

Documentation · exports

5

Dependencies · direct

Check history

OK2026-08-05
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
NOTE2026-08-01
12 OK · 1 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
OK2026-06-09
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-06-08
12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
OK2026-03-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMEYes · 244 wordsVignettesYes · dynamicpkgdown siteNoNEWSYes · 100% structuredCode of conductNoContributing guideNo

Examples that run: 100%
Documented parameters: 100%
Return-value docs: 100%
References docs: 0%

Downloads

2K

CRAN downloads in the past year

Rank #18,980 · ~6/day · ~170/mo

Releases R versions

Daily download trend is not available in this view yet.

17330 days

57690 days

2K1 year

Compare downloads with other packages →

Also on102 r2u

Repository

GitHub ↗ grvanderploeg/nplstoolbox

0Stars

1Forks

1Open issues

0Open PRs

2Releases

45Commits

1Contributors

dimensionality-reductionmultiwaymultiway-algorithmsnwaypartial-least-squares

45 commits · Last activity 2025-09-24

Forks over time

2025-09-02 · 12026-07-07 · 1

Repository practices

Upstream repositoryBeta

6 development-tooling and community-health practices detected across 5 families in the upstream repository

Checks run against github.com/grvanderploeg/nplstoolbox on 2026-08-16.

Continuous integration (1)

GitHub Actions

Reproducibility and dev environment (1)

data-raw/

CRAN release process (2)

cran-comments.mdrevdep/

Docs source (1)

README.Rmd

Show all practices

Lint, format, editor (1)

RStudio project

How this is detected·Detection ruleset v1 (2026-07-18)

Dependencies

Declared dependencies

10 external dependencies (excludes base and recommended)

Depends (1)

R >= 2.10

Imports (5)

dplyr parafac4microbiome pracma rTensorstats

LinkingTo (0)

none

Suggests (6)

ggplot2 ggpubr knitr rmarkdown testthat tidyr

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

1direct

0indirect

parafac4microbiome

Code & Tests

People & History

People (5)

Maintainer (1)

Geert Roelof van der Ploeg

Author, Maintainer

Authors (1)

Geert Roelof van der Ploeg

Author, Maintainer

Contributors (3)

Anna Heintz-Buschart

Contributor

Age Smilde

Contributor

Johan Westerhuis

Contributor

Copyright holders (1)

University of Amsterdam

Copyright holder, Funder

Funders (1)

University of Amsterdam

Copyright holder, Funder

Package Timeline

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

R
R 4.6.0 released · 2026-04-24
1.1.0Latest
2025-07-31 · current release · diff ↗
1.0.0
2025-06-10
R
R 4.5.0 released · 2025-04-11

Package metadata

First published: 2025-06-10
Total releases: 2 / 1 yrs
License: MIT + file LICENSE OSI
Minimum R: ≥ 2.10
Bundled data: 553 KB / 2 files
Download size: 631 KB
Installed size: not tracked yet
With dependencies: not tracked yet

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("NPLStoolbox")

Format

van der Ploeg, G. R., University of Amsterdam, Heintz-Buschart, A., Smilde, A., & Westerhuis, J. (2025). NPLStoolbox: N-Way Partial Least Squares Modelling of Multi-Way Data (Version 1.1.0) [Computer software]. https://doi.org/10.32614/CRAN.package.NPLStoolbox

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 NPLStoolbox version 1.1.0 [Data set]. HJJB, LLC. Data release v2026-08-18. https://doi.org/10.5281/zenodo.21843040

From data release v2026-08-18, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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