R Observatory: Metrics for sNPLS version 1.0.27

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

sNPLS

1.0.27Package record

NPLS Regression with L1 Penalization

0packages depend

3Kdownloads / year

–test coverage

11/13flavors OK

Overview

About

Maintained by David HervasCRAN page ↗

Tools for performing variable selection in three-way data using N-PLS in combination with L1 penalization, Selectivity Ratio and VIP scores. The N-PLS model (Rasmus Bro, 1996 DOI:10.1002/(SICI)1099-128X(199601)10:1%3C47::AID-CEM400%3E3.0.CO;2-C) is the natural extension of PLS (Partial Least Squares) to N-way structures, and tries to maximize the covariance between X and Y data arrays. The package also adds variable selection through L1 penalization, Selectivity Ratio and VIP scores.

Install

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

install.packages("sNPLS", 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-snpls

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-sNPLS

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-sNPLS

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: ‘David Hervas <ddhervas@yahoo.es>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: person(given = "David",
                    family = "Hervas",
                    role = c("aut", "cre"),
                    email = "ddhervas@yahoo.es")
as necessary.

CRAN check page ↗

Slowest check: 59 s · r-oldrel-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 1.0.27

READMEYes · 25 wordsVignettesNoNEWSNoCitation fileNoWebsitenot declared in DESCRIPTION

Help pages: 21
Examples that run: 50%1 run in a plain check · 1 never run
Exported functions with examples: 40%
Documented parameters: 100%
Return-value docs: 100%
Help pages citing references: 10%

How these are measured

Downloads

3K

CRAN downloads in the past year

Rank #17,339 · ~8/day · ~250/mo

Releases R versions

Daily download trend is not available in this view yet.

27030 days

74190 days

3K1 year

Compare downloads with other packages →

Also on66 r2u2 autocran1.1K conda_forge

How downloads are counted

Dependencies

Declared dependencies

7 external dependencies (excludes base and recommended)

Installing sNPLS adds 37 packages (20 with compiled code, 24 MB of source tarballs). Heaviest: ggplot2 6.0 MB, mclust 2.7 MB, Rcpp 1.8 MB.

Depends (1)

R >= 2.10

Imports (9)

clickR future future.apply ggplot2 ggrepel ksMASSMatrixpbapply

LinkingTo (0)

none

Suggests (0)

none

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 (from the free-text Author field) (1)

David Hervas

Maintainer since 0.1.1 (2016)

Releases (10)

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
R
R 4.1.0 released · 2021-05-18
1.0.27Latest
record
2020-12-16 · current release · diff ↗ ·
added 1 export
SR
R
R 4.0.0 released · 2020-04-24
R
R 3.6.0 released · 2019-04-26
R
R 3.5.0 released · 2018-04-23
0.3.31
record
2018-02-20 · diff ↗
0.3.0
record
2017-10-29 · diff ↗
0.2.7
record
2017-10-01 · diff ↗
0.2.0
record
2017-07-22 · diff ↗
0.1.8
record
2017-05-08 · diff ↗
R
R 3.4.0 released · 2017-04-21

Show 5 earlier eventsHide 5 earlier events

0.1.5
record
2017-03-05 · diff ↗
0.1.4
record
2016-12-27 · diff ↗
0.1.3
record
2016-11-08 · diff ↗ ·
added 1 export
repeat_cv
0.1.1
record
2016-10-09
R
R 3.3.0 released · 2016-05-03

Package metadata

First published: 2016-10-09
Total releases: 10 / 10 yrs
License: GPL (>= 2) OSI
Minimum R: ≥ 2.10
Bundled data: 0.9 KB / 1 file
Download size: 15 KB

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("sNPLS")

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 sNPLS version 1.0.27 [Data set]. HJJB, LLC. Data release v2026-10-25. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-25, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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