R Observatory: Metrics for Rdimtools version 1.1.4

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

Rdimtools

1.1.4Package record

Dimension Reduction and Estimation Methods

5packages depend

31.2Kdownloads / year

–test coverage

13/13flavors OK

Overview

About

Maintained by Kisung YouCRAN page ↗GitHub ↗Website ↗Issues ↗

We provide linear and nonlinear dimension reduction techniques. Intrinsic dimension estimation methods for exploratory analysis are also provided. For more details on the package, see the paper by You and Shung (2022) doi:10.1016/j.simpa.2022.100414.

Changes in 1.1.4

Change of CVXR package-related routines per its API change.

From NEWS.md in the release

Install

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

install.packages("Rdimtools", 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("kisungyou/Rdimtools")

Development version from kisungyou/Rdimtools. 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-rdimtools

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-Rdimtools

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-Rdimtools

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: 10.0 min · r-oldrel-windows-x86_64

Status changes

OK13 OK2026-09-08
ERROR12 OK, 1 ERROR2026-09-07
OK13 OK2026-08-05
NOTE12 OK, 1 NOTE2026-08-01
OK12 OK2026-04-25

Show 4 earlier changesHide 4 earlier changes

NOTE11 OK, 3 NOTE2026-04-22
ERROR10 OK, 3 NOTE, 1 ERROR2026-04-18
NOTE11 OK, 3 NOTE2026-03-26
WARNING4 OK, 2 NOTE, 8 WARNING2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 1.1.4

READMEYes · 287 wordsVignettesYes · 1 · dynamicNEWSYes · 100% structured · mentions 1.1.4Citation fileYes · cites a publicationWebsiteYes · pkgdown

Help pages: 171
Examples that run: 38%65 run in a plain check · 89 only when donttest examples are enabled (R CMD check --as-cran) · 17 never run
Exported functions with examples: 100%
Documented parameters: 94%
Return-value docs: 98%
Help pages citing references: 96% with a bibliography file

Vignettes (1)

Quick Start with Rdimtools Package HTML

How these are measured

Downloads

31.2K

CRAN downloads in the past year

Rank #3,761 · ~86/day · ~2.6K/mo

Releases R versions

Daily download trend is not available in this view yet.

76330 days

2.6K90 days

31.2K1 year

Compare downloads with other packages →

Also on485 r2u6 autocran3.5K conda_forge

How downloads are counted

Repository

kisungyou/rdimtools ↗Account: kisungyou

57Stars

10Forks

6Open issues

0Open PRs

0Releases

251Commits

7Commit identities

manifold-learningdimension-reductiondimension-estimationsubspace-learningr

251 commits · Last activity 2026-03-20 · 0% stars, 30d · Default branch at 1.1.5, ahead of CRAN 1.1.4 (checked 2026-10-11)

Responsiveness

How these are sampled

PRs merged (all time): 67%
Median days to close, 50 most recently updated closed issues: 15
Median days to close, 50 most recently updated closed PRs: 10

Stars over time

2025-05-21 · 542026-07-07 · 57

How these are measured

PracticesBeta

6 development-tooling and community-health practices detected across 4 families in the upstream repository

Checks run against github.com/kisungyou/rdimtools on 2026-10-11.

Continuous integration (1)

Travis CI (config file)

Docs source (3)

README.Rmdpkgdown

GitHub Pages site last deployed 2026-03-20

Lint, format, editor (1)

RStudio project

Git structural (1)

.gitattributes

How this is detected·Detection ruleset v3 (2026-09-26)

Dependencies

Declared dependencies

15 external dependencies (excludes base and recommended)

Installing Rdimtools adds 33 packages (27 with compiled code, 25 MB of source tarballs). Heaviest: clarabel 5.7 MB, dbscan 3.8 MB, Rcpp 1.8 MB.

Depends (1)

R >= 3.0.0

Imports (13)

ADMM CVXRMASSRANN Rcpp RcppDE Rdpack RSpectragraphicsmaotai mclustcompstatsutils

LinkingTo (4)

Rcpp RcppArmadillo RcppDist maotai

Suggests (2)

knitr rmarkdown

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

5direct

2indirect

Depends 1 · Imports 4

Depends, Imports or LinkingTo, most downloaded first

spinifex Riemann do3PCA T4cluster UBayFS

How these are counted

Code & Tests

Datasets

People & History

People (3)

Kisung You

Author, Maintainer since 0.1.0 (2017)

Dennis Shung

Contributor · added in 1.1.0

Changhee Suh

Contributor · added in 0.4.1

Listed in earlier versions (2)

Yoon Mo Jung

no longer listed · 0.1.0 to 0.1.3

Donggun Kim

no longer listed · 0.1.0 to 0.1.3

Releases (24)

Pick two releases to compare their code metrics.

R
R 4.6.0 released · 2026-04-24
1.1.4Latest
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2026-03-19 · current release · diff ↗
1.1.3
record
2025-09-22 · diff ↗
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
1.1.2
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2022-12-15 · diff ↗
1.1.1
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2022-11-24 · diff ↗
1.1.0
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2022-09-22 · diff ↗ ·
added 2 exports
do.fosmod, do.pfa
R
R 4.2.0 released · 2022-04-22
1.0.9
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2022-02-04 · diff ↗ ·
added 2 exports
do.dppca, do.hydra
1.0.8
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2021-06-12 · diff ↗ ·
removed 1 export
oos.linear
R
R 4.1.0 released · 2021-05-18
1.0.6
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2021-04-18 · diff ↗ ·
added 2 exports
do.mmds, do.phate
1.0.4
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2020-09-07 · diff ↗ ·
added 5 exports
do.mifs, do.procrustes, do.ugfs, do.uwdfs, do.wdfs
1.0.3
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2020-05-22 · diff ↗ ·
removed 1 export
do.lpca

added 2 exports
do.lpca2006, do.lsls

Show 20 earlier eventsHide 20 earlier events

1.0.2
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2020-05-04 · diff ↗
R
R 4.0.0 released · 2020-04-24
1.0.1
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2020-04-23 · diff ↗
1.0.0
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2020-04-14 · diff ↗ ·
added 12 exports
do.bmds, do.cge, do.cscore, do.cscoreg, do.fssem, do.rpcag, do.specs, do.specu, est.danco, est.gdistnn, est.mindkl, est.mindml
R
R 3.6.0 released · 2019-04-26
0.4.2
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2018-12-21 · diff ↗
0.4.1
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2018-11-15 · diff ↗ ·
added 7 exports
do.disr, do.lspe, do.nrsr, do.rsr, do.spc, do.spufs, do.udfs
0.4.0
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2018-09-28 · diff ↗ ·
added 17 exports
do.fastmap, do.idmap, do.lamp, do.llle, do.nnp, do.spmds, est.Ustat, est.clustering, est.incisingball, est.made, est.mle1, est.mle2, est.nearneighbor1, est.nearneighbor2, est.packing, est.pcathr, est.twonn
R
R 3.5.0 released · 2018-04-23
0.3.2
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2018-03-06 · diff ↗ ·
added 2 exports
do.enet, oos.linproj
unarchivedReturned to CRAN
2018-02-06
0.3.1
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2018-02-06 · diff ↗
archivedRemoved from CRAN
2018-02-05
depends on archived package 'Rlinsolve'
0.3.0
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2018-01-30 · diff ↗ ·
added 53 exports
do.adr, do.ammc, do.asi, do.cnpe, do.crp, do.dagdne, do.dne, do.dve, do.elde, do.elpp2, do.fscore, do.iltsa, do.klsda, do.kmfa, do.kqmi, do.ksda, do.lasso, do.ldakm, do.ldp, do.lltsa, do.lpca, do.lpe, do.lpfda, do.lpmip, do.lqmi, do.lscore, do.lsda, do.lsdf, do.lsir, do.mcfs and 23 more
0.2.0
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2018-01-03 · diff ↗ ·
added 31 exports
do.anmm, do.bpca, do.crca, do.crda, do.dspp, do.eslpp, do.extlpp, do.isoproj, do.ispe, do.klde, do.klfda, do.kmmc, do.kmvp, do.kudp, do.lde, do.lea, do.lfda, do.llp, do.lspp, do.mmc, do.mve, do.mvp, do.ppca, do.rpca, do.sdlpp, do.slpp, do.spca, do.spe, do.spp, do.udp and 1 more
0.1.3
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2017-11-25 · diff ↗ ·
added 5 exports
aux.pkgstat, do.cca, do.olpp, do.opls, do.pls
0.1.2
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2017-11-14 · diff ↗ ·
added 2 exports
do.lda, do.ree
0.1.1
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2017-09-24 · diff ↗ ·
added 2 exports
do.keca, do.ltsa
0.1.0
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2017-09-21
R
R 3.4.0 released · 2017-04-21

Package metadata

First published: 2017-09-21
Total releases: 24 / 9 yrs
License: MIT + file LICENSE OSI · relicensed from GPL-3 in 1.0.0
Minimum R: ≥ 3.0.0
Bundled data: 1.3 MB / 2 files
Download size: 2.4 MB

Cite

Cite this package

Run in R for the authors' entry:

citation("Rdimtools")

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

It points to 10.1016/j.simpa.2022.100414.

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 Rdimtools version 1.1.4 [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.

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