mllrnrs

0.0.8

R6-Based ML Learners for 'mlexperiments'

1packages depend

5.9Kdownloads / year

85.9%test coverage

13/13checks pass

Overview

About

Maintained by Lorenz A. KapsnerFirst published 2023-07-187 releasesCRAN page ↗GitHub ↗

Enhances 'mlexperiments' https://CRAN.R-project.org/package=mlexperiments with additional machine learning ('ML') learners. The package provides R6-based learners for the following algorithms: 'glmnet' https://CRAN.R-project.org/package=glmnet, 'ranger' https://CRAN.R-project.org/package=ranger, 'xgboost' https://CRAN.R-project.org/package=xgboost, and 'lightgbm' https://CRAN.R-project.org/package=lightgbm. These can be used directly with the 'mlexperiments' R package.

Install

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

install.packages("mllrnrs", 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("kapsner/mllrnrs")

Development version from kapsner/mllrnrs. 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-mllrnrs

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

# 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-mllrnrs

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

Health

CRAN checks

13OK

Slowest check: 9.1 min · r-devel-linux-x86_64-fedora-clang

Code health

Yes

Tests · ratio 0.68

85.9%

Coverage · measured lines

100%

Documentation · exports

Dependencies · direct

Check history

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
OK2026-03-20
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-03-19
13 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
OK2026-03-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMENoVignettesNopkgdown siteNoNEWSNoCode of conductNoContributing guideNo

Examples that run: 100%
Documented parameters: not tracked
Return-value docs: 0%
References docs: 0%

Downloads

5.9K

CRAN downloads in the past year

Rank #17,305 · ~16/day · ~488/mo

Releases R versions

Daily download trend is not available in this view yet.

20130 days

65190 days

5.9K1 year

Compare downloads with other packages →

Also on144 r2u32 autocran

Repository

GitHub ↗ kapsner/mllrnrs

2Stars

0Forks

0Open issues

0Open PRs

0Releases

138Commits

1Contributors

machine-learningalgorithmsexperimentsglmnetlearnerrangerxgboostlightgbm

License GPL-3.0 · 138 commits · Last activity 2026-01-17

Stars over time

2024-12-06 · 22026-07-07 · 2

Repository practices

Upstream repositoryBeta

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

Checks run against github.com/kapsner/mllrnrs on 2026-07-19.

Continuous integration (2)

GitHub Actionstic

Reproducibility and dev environment (1)

data-raw/

CRAN release process (1)

cran-comments.md

Docs source (1)

README.qmd

Show all practices

Automation and maintenance (1)

pre-commit

Lint, format, editor (2)

lintrRStudio project

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

Dependencies

Declared dependencies

15 external dependencies (excludes base and recommended)

Depends (1)

R >= 4.1.0

Imports (5)

data.table kdry mlexperiments R6stats

LinkingTo (0)

none

Suggests (12)

glmnet lightgbm lintr measures mlbenchparallelquarto ranger rBayesianOptimization splitTools testthat xgboost

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

1direct

0indirect

mlsurvlrnrs

Code & Tests

People & History

People (1)

Maintainer (1)

Lorenz A. Kapsner

Maintainer, Author, Copyright holder

Authors (1)

Lorenz A. Kapsner

Maintainer, Author, Copyright holder

Lorenz A. Kapsner

Maintainer, Author, Copyright holder

Package Timeline

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

R
R 4.6.0 released · 2026-04-24
0.0.8Latest
2026-01-17 · current release · diff ↗
0.0.7
2025-12-04 · diff ↗
0.0.6
2025-09-08 · diff ↗
R
R 4.5.0 released · 2025-04-11
0.0.5
2025-03-05 · diff ↗
0.0.4
2024-07-05 · diff ↗
R
R 4.4.0 released · 2024-04-24
0.0.3
2024-03-07 · diff ↗
0.0.2
2023-07-18
R
R 4.3.0 released · 2023-04-21

Package metadata

First published: 2023-07-18
Total releases: 7 / 3 yrs
License: GPL (>= 3) OSI
Minimum R: ≥ 4.1.0
Download size: 200 KB
Installed size: not tracked yet
With dependencies: not tracked yet

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