R Observatory: Metrics for resemble version 3.0.0

Balamuta, James Joseph

resemble

3.0.0

Similarity Retrieval and Local Learning for Spectral Chemometrics

1packages depend

6.6Kdownloads / year

82.7%test coverage

13/13checks pass

Overview

About

Maintained by Leonardo Ramirez-LopezFirst published 2014-03-1113 releasesCRAN page ↗GitHub ↗

Functions for dissimilarity analysis and machine learning in complex spectral data sets, including memory-based learning (MBL), optimal subset search and selection, and retrieval-based modelling with model libraries. Supports local learning, optimisation of spectral libraries, and ensemble prediction from precomputed models. Most of these functions are based on the methods presented in Ramirez-Lopez et al. (2013) doi:10.1016/j.geoderma.2012.12.014.

Install

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

install.packages("resemble", 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("l-ramirez-lopez/resemble")

Development version from l-ramirez-lopez/resemble. 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-resemble

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-resemble

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-resemble

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

Health

CRAN checks

13OK

Slowest check: 19.8 min · r-devel-linux-x86_64-fedora-clang

Code health

Yes

Tests · ratio 0.67

82.7%

Coverage · measured lines

100%

Documentation · exports

6

Dependencies · direct

Check history

OK2026-08-05
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
NOTE2026-08-01
12 OK · 1 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
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
OK2026-04-25
12 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Show 2 earlier snapshots

ERROR2026-04-18
11 OK · 2 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
NOTE2026-03-10
12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMEYes · 1,249 wordsVignettesNopkgdown siteNoNEWSYes · 67% structuredCode of conductNoContributing guideNo

Examples that run: 59%
Documented parameters: 94%
Return-value docs: 100%
References docs: 56%

Downloads

6.6K

CRAN downloads in the past year

Rank #4,625 · ~18/day · ~553/mo

Releases R versions

Daily download trend is not available in this view yet.

27830 days

1.8K90 days

6.6K1 year

Compare downloads with other packages →

Also on462 r2u5 autocran89 c2d4u

Repository

GitHub ↗ l-ramirez-lopez/resemble

28Stars

12Forks

4Open issues

1Open PRs

10Releases

1,086Commits

9Contributors

chemometricsspectroscopysoil-spectroscopynirmemory-based-learningpedometricsmachine-learninginfrared-spectroscopy

1,086 commits · Last activity 2026-06-23 · 0% stars, 30d

Stars over time

2025-05-28 · 212026-07-07 · 28

Repository practices

Upstream repositoryBeta

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

Checks run against github.com/l-ramirez-lopez/resemble on 2026-08-03.

Continuous integration (1)

GitHub Actions

CRAN release process (1)

cran-comments.md

Docs source (1)

README.qmd

Lint, format, editor (1)

RStudio project

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

Development tooling

AI-assisted toolingBeta

Uses AI-assisted development tooling (declared in repo)

Earliest detected marker: copilot on 2025-10-17

copilot

Most recent: copilot on 2025-10-17

Evidence

copilot: on 2025-10-17 · evidence A, PR · sole bot-author seen

How this is detected·Detection ruleset v2 (updated 2026-07-29)

Dependencies

Declared dependencies

13 external dependencies (excludes base and recommended)

Depends (1)

R >= 4.2.0

Imports (6)

foreach iterators RhpcBLASctl Rcpp mathjaxr (>= 1.0)lifecycle

LinkingTo (2)

Rcpp RcppArmadillo

Suggests (6)

prospectrparalleldoParallel testthat quarto knitr

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

1direct

0indirect

soilKey

Code & Tests

People & History

People (3)

Maintainer (1)

Leonardo Ramirez-Lopez

Author, Maintainer

Authors (2)

Leonardo Ramirez-Lopez

Author, Maintainer

Antoine Stevens

Author, Contributor

Contributors (2)

Antoine Stevens

Author, Contributor

Claudio Orellano

Contributor · added in 2.1.2

Listed in earlier versions (5)

Timo Breure

no longer listed · 2.0.0

Craig Lobsey

no longer listed · 2.0.0 to 2.2.3

Raphael Viscarra Rossel

no longer listed · 2.0.0 to 2.2.5

Alex Wadoux

no longer listed · 2.0.0 to 2.2.5

Zefang Shen

no longer listed · 2.1.2 to 2.2.3

Package Timeline

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

R
R 4.6.0 released · 2026-04-24
3.0.0Latest
2026-04-21 · current release · diff ↗
2.2.5
2025-10-17 · diff ↗
2.2.4
2025-05-20 · diff ↗
R
R 4.5.0 released · 2025-04-11
R
R 4.4.0 released · 2024-04-24
2.2.3
2024-02-16 · diff ↗
R
R 4.3.0 released · 2023-04-21
2.2.2
2023-04-20 · diff ↗
2.2.1
2022-08-31 · diff ↗
R
R 4.2.0 released · 2022-04-22
2.1.2
2022-01-17 · diff ↗
unarchivedReturned to CRAN
2022-01-17
archivedRemoved from CRAN
2021-11-26
policy violation On stripping debug symbols
R
R 4.1.0 released · 2021-05-18
2.0.0
2020-11-09 · diff ↗

Show 15 earlier events

unarchivedReturned to CRAN
2020-11-09
archivedRemoved from CRAN
2020-05-19
check problems were not corrected in time
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
R
R 3.4.0 released · 2017-04-21
R
R 3.3.0 released · 2016-05-03
1.2.2
2016-03-04 · diff ↗
1.2.1
2016-02-03 · diff ↗
R
R 3.2.0 released · 2015-04-16
R
R 3.1.0 released · 2014-04-10
1.1.1
2014-03-19 · diff ↗
1.0
2014-03-11 · diff ↗
3.0.3
2013-11-20
R
R 3.0.0 released · 2013-04-03

Package metadata

First published: 2014-03-11
Total releases: 13 / 12 yrs
License: MIT + file LICENSE OSI
Minimum R: ≥ 4.2.0
Download size: 1.4 MB
Installed size: not tracked yet
With dependencies: not tracked yet

Cite

Cite this package

Start here. This is the citation for the package itself.

citation("resemble")

CRAN DOI

https://doi.org/10.32614/CRAN.package.resemble

BibTeX, derived from DESCRIPTION

@Manual{resemble,
  title  = {resemble: Similarity Retrieval and Local Learning for Spectral
Chemometrics},
  author = {Ramirez-Lopez, Leonardo and Orellano, Claudio and Stevens, Antoine},
  year   = {2026},
  note   = {R package version 3.0.0},
  doi    = {10.32614/CRAN.package.resemble},
  url    = {https://CRAN.R-project.org/package=resemble}
}

Derived from the package DESCRIPTION, not from a citation file the authors wrote. If they publish one later, prefer it.

This is the citation for the package. It is not a citation for the R Observatory.

Cite this page

Use this when the claim is about a measurement on this page.

BibTeX

@misc{robservatoryresemble,
  author    = {Balamuta, James Joseph},
  title     = {{R} {Observatory}: Metrics for {resemble} version 3.0.0},
  year      = {2026},
  publisher = {HJJB, LLC},
  url       = {https://r-observatory.thecoatlessprofessor.com/packages/resemble},
  note      = {Data set. Data release v2026-08-05}
}

APA

Balamuta, J. J. (2026). R Observatory: Metrics for resemble version 3.0.0 [Data set]. HJJB, LLC. Data release v2026-08-05. https://r-observatory.thecoatlessprofessor.com/packages/resemble

RIS

TY  - DATA
AU  - Balamuta, James Joseph
TI  - R Observatory: Metrics for resemble version 3.0.0
PY  - 2026
PB  - HJJB, LLC
N1  - Data release v2026-08-05
UR  - https://r-observatory.thecoatlessprofessor.com/packages/resemble
ER  -

In prose

These package metrics were obtained from the R Observatory (Balamuta, 2026), data release v2026-08-05, https://r-observatory.thecoatlessprofessor.com/packages/resemble.

Bound to data release v2026-08-05, which is what makes the numbers on this page reproducible. See how to cite.

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