R Observatory: Metrics for rtemis version 1.2.7

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

rtemis

1.2.7

Machine Learning and Visualization

0packages depend

2.4Kdownloads / year

–test coverage

13/13checks pass

Overview

About

Maintained by E.D. GennatasFirst published 2026-03-262 releasesCRAN page ↗GitHub ↗

Machine learning and visualization package with an 'S7' backend featuring comprehensive type checking and validation, paired with an efficient functional user-facing API. train(), cluster(), and decomp() provide one-call access to supervised and unsupervised learning. All configuration steps are performed using setup functions and validated. A single call to train() handles preprocessing, hyperparameter tuning, and testing with nested resampling. Supports 'data.frame', 'data.table', and 'tibble' inputs, parallel execution, and interactive visualizations. The package first appeared in E.D. Gennatas (2017) https://repository.upenn.edu/entities/publication/d81892ea-3087-4b71-a6f5-739c58626d64.

Install

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

install.packages("rtemis", 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("rtemis-org/rtemis")

Development version from rtemis-org/rtemis. 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-rtemis

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-rtemis

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-rtemis

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

Health

CRAN checks

13OK

Slowest check: 8.1 min · r-oldrel-windows-x86_64

Code health

Yes

Tests · ratio 0.08

not tracked

Coverage

99%

Documentation · exports

11

Dependencies · direct

Check history

OK2026-08-04
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
NOTE2026-08-01
12 OK · 1 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
OK2026-03-27
7 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMEYes · 537 wordsVignettesNopkgdown siteNoNEWSNoCode of conductNoContributing guideNo

Examples that run: 95%
Documented parameters: 97%
Return-value docs: 99%
References docs: 0%

Downloads

2.4K

CRAN downloads in the past year

Rank #6,155 · ~7/day · ~204/mo

Releases R versions

Daily download trend is not available in this view yet.

37230 days

1.3K90 days

2.4K1 year

Compare downloads with other packages →

Also on50 r2u

Repository

GitHub ↗ rtemis-org/rtemis

150Stars

20Forks

0Open issues

0Open PRs

14Releases

5,006Commits

3Contributors

machine-learningmachine-learning-libraryrrstatsvisualizationdata-sciencedata-visualization

5,006 commits · Last activity 2026-08-18 · +0.7% stars, 30d

Stars over time

2025-07-26 · 1462026-08-05 · 150

Repository practices

Upstream repositoryBeta

2 development-tooling and community-health practices detected across 2 families in the upstream repository

Checks run against github.com/rtemis-org/rtemis on 2026-08-16.

Continuous integration (1)

GitHub Actions

Reproducibility and dev environment (1)

data-raw/

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

Dependencies

Declared dependencies

72 external dependencies (excludes base and recommended)

Depends (1)

R >= 4.1.0

Imports (11)

cli data.table futuregrDevicesgraphicshtmltoolsmethodsrtemis.corestatsS7utils

LinkingTo (0)

none

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

Datasets

People & History

People (1)

Maintainer (1)

E.D. Gennatas

Author, Maintainer, Copyright holder

Authors (1)

E.D. Gennatas

Author, Maintainer, Copyright holder

Copyright holders (1)

E.D. Gennatas

Author, Maintainer, Copyright holder

Package Timeline

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

1.2.7Latest
2026-07-02 · current release · diff ↗
R
R 4.6.0 released · 2026-04-24
1.0.0
2026-03-26
R
R 4.5.0 released · 2025-04-11

Package metadata

First published: 2026-03-26
Total releases: 2 / 1 yrs
License: GPL (>= 3) OSI
Minimum R: ≥ 4.1.0
Bundled data: 0.4 KB / 1 file
Download size: 1.2 MB
Installed size: not tracked yet
With dependencies: not tracked yet

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("rtemis")

Format

Gennatas, E. D. (2026). rtemis: Machine Learning and Visualization (Version 1.2.7) [Computer software]. https://doi.org/10.32614/CRAN.package.rtemis

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 rtemis version 1.2.7 [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.

Report a problem with this page →