R Observatory: Metrics for mlrintermbo version 0.5.1-1

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

mlrintermbo

0.5.1-1Package record

Model-Based Optimization for 'mlr3' Through 'mlrMBO'

0packages depend

6.4Kdownloads / year

–test coverage

13/13flavors OK

Overview

About

Maintained by Martin BinderCRAN page ↗GitHub ↗Issues ↗

The 'mlrMBO' package can ordinarily not be used for optimization within 'mlr3', because of incompatibilities of their respective class systems. 'mlrintermbo' offers a compatibility interface that provides 'mlrMBO' as an 'mlr3tuning' 'Tuner' object, for tuning of machine learning algorithms within 'mlr3', as well as a 'bbotk' 'Optimizer' object for optimization of general objective functions using the 'bbotk' black box optimization framework. The control parameters of 'mlrMBO' are faithfully reproduced as a 'paradox' 'ParamSet'.

Changes in 0.5.1-1

compatibility with upcoming bbotk release

From NEWS.md in the release

Install

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

install.packages("mlrintermbo", 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("mb706/mlrintermbo")

Development version from mb706/mlrintermbo. 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-mlrintermbo

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-mlrintermbo

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-mlrintermbo

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: 15.2 min · r-oldrel-windows-x86_64

Status changes

OK13 OK2026-08-05
NOTE12 OK, 1 NOTE2026-08-01
OK14 OK2026-04-04
ERROR13 OK, 1 ERROR2026-04-03
OK14 OK2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 0.5.1-1

READMEYes · 276 wordsVignettesNoNEWSYes · 100% structured · mentions 0.5.1-1Citation fileNo

Help pages: 9 (1 internal)includes a package overview page
Examples that run: 100%2 run in a plain check
Exported functions with examples: 25%
Documented parameters: 100%
Return-value docs: 0%
Help pages citing references: 0%

How these are measured

Downloads

6.4K

CRAN downloads in the past year

Rank #9,909 · ~18/day · ~536/mo

Releases R versions

Daily download trend is not available in this view yet.

35930 days

1K90 days

6.4K1 year

Compare downloads with other packages →

Also on68 r2u4 autocran

How downloads are counted

Repository

mb706/mlrintermbo ↗Account: mb706

4Stars

1Forks

12Open issues

2Open PRs

0Releases

148Commits

1Commit identities

License file reads as LGPL-3.0 · 148 commits · Last activity 2024-10-24 · Default branch at 0.5.1-2, ahead of CRAN 0.5.1-1 (checked 2026-10-18)

Responsiveness

How these are sampled

PRs merged (all time): 83%
Median days to close, 50 most recently updated closed issues: 171
Median days to close, 50 most recently updated closed PRs: 0

Stars over time

2022-01-24 · 42026-07-07 · 4

How these are measured

PracticesBeta

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

Checks run against github.com/mb706/mlrintermbo on 2026-10-18.

Continuous integration (2)

GitHub ActionsR CMD check workflow

The R CMD check workflow runs on Linux, macOS and Windows, and on R-devel

Docs source (1)

GitHub Pages site last deployed 2021-11-17

Coverage (1)

Coverage reporting

Git structural (1)

.gitattributes

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

Dependencies

Declared dependencies

26 external dependencies (excludes base and recommended)

Installing mlrintermbo adds 36 packages (19 with compiled code, 23 MB of source tarballs). Heaviest: data.table 5.7 MB, palmerpenguins 2.9 MB, moocore 1.9 MB.

Depends (0)

none

Imports (10)

backports checkmate data.table mlr3misc paradox R6 lhs callr bbotk mlr3tuning

LinkingTo (0)

none

Suggests (17)

mlr ParamHelpers testthat rgenoud DiceKriging emoa cmaesr randomForest smoof lgr mlr3 mlr3learners mlr3pipelines mlrMBO rangerrpartmco

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

How these are counted

Code & Tests

People & History

People (1)

Martin Binder

Author, Maintainer since 0.5.0 (2021)

Releases (3)

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
0.5.1-1Latest
record
2024-06-08 · current release · diff ↗ ·
added 5 exports
OptimInstanceMultiCrit, OptimInstanceSingleCrit, Optimizer, TuningInstanceMultiCrit, TuningInstanceSingleCrit
0.5.1
record
2024-05-27 · diff ↗
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
0.5.0
record
2021-03-01
R
R 4.0.0 released · 2020-04-24

Package metadata

First published: 2021-03-01
Total releases: 3 / 5 yrs
License: LGPL-3 OSI
Download size: 19 KB

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("mlrintermbo")

Format

Binder, M. (2024). mlrintermbo: Model-Based Optimization for 'mlr3' Through 'mlrMBO' (Version 0.5.1-1) [Computer software]. https://doi.org/10.32614/CRAN.package.mlrintermbo

This package has no citation file, so citation() returns this entry built from DESCRIPTION.

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 mlrintermbo version 0.5.1-1 [Data set]. HJJB, LLC. Data release v2026-10-22. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-22, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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