R Observatory: Metrics for FMM version 0.4.1

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

FMM

0.4.1

Rhythmic Patterns Modeling by FMM Models

0packages depend

2.8Kdownloads / year

23.5%test coverage

13/13checks pass

Overview

About

Maintained by Itziar FernandezFirst published 2021-01-226 releasesCRAN page ↗GitHub ↗

Provides a collection of functions to fit and explore single, multi-component and restricted Frequency Modulated Moebius (FMM) models. 'FMM' is a nonlinear parametric regression model capable of fitting non-sinusoidal shapes in rhythmic patterns. Details about the mathematical formulation of 'FMM' models can be found in Rueda et al. (2019) doi:10.1038/s41598-019-54569-1.

Install

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

install.packages("FMM", 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("FMMGroupVa/FMM-base-R-package")

Development version from FMMGroupVa/FMM-base-R-package. 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-fmm

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-FMM

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-FMM

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

Health

CRAN checks

13OK

Slowest check: 3.6 min · r-devel-windows-x86_64

Code health

Yes

Tests · ratio 0.05

23.5%

Coverage · measured lines

100%

Documentation · exports

7

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
OK2026-03-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMEYes · 82 wordsVignettesYes · dynamicpkgdown siteNoNEWSYes · 100% structuredCode of conductNoContributing guideNo

Examples that run: 100%
Documented parameters: 100%
Return-value docs: 100%
References docs: 57%

Downloads

2.8K

CRAN downloads in the past year

Rank #14,757 · ~8/day · ~237/mo

Releases R versions

Daily download trend is not available in this view yet.

17430 days

70490 days

2.8K1 year

Compare downloads with other packages →

Also on89 r2u16 autocran

Repository

GitHub ↗ fmmgroupva/fmm-base-r-package

4Stars

1Forks

2Open issues

0Open PRs

4Releases

19Commits

1Contributors

License GPL-3.0 · 19 commits · Last activity 2025-04-01 · 0% stars, 30d

Stars over time

2025-02-28 · 22026-07-07 · 4

Repository practices

Upstream repositoryBeta

1 development-tooling and community-health practice detected across 1 family in the upstream repository

Checks run against github.com/fmmgroupva/fmm-base-r-package on 2026-08-09.

Lint, format, editor (1)

RStudio project

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

Dependencies

Declared dependencies

11 external dependencies (excludes base and recommended)

Depends (1)

R >= 3.5

Imports (7)

methodsrlang foreach iteratorsparalleldoParallel gsignal

LinkingTo (0)

none

Suggests (6)

gridExtra knitr rmarkdown RColorBrewer ggplot2 testthat

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

Datasets

People & History

People (6)

Maintainer (1)

Itziar Fernandez

Author, Maintainer

Authors (6)

Itziar Fernandez

Author, Maintainer

Christian Canedo

Author · added in 0.3.0

Adrian Lamela

Author

Yolanda Larriba

Author

Alejandro Rodriguez-Collado

Author · added in 0.3.0

Cristina Rueda

Author

Listed in earlier versions (1)

Alejandro Rodriguez

no longer listed · 0.1.1 to 0.1.2

Package Timeline

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

R
R 4.6.0 released · 2026-04-24
0.4.1Latest
2025-04-18 · current release · diff ↗
R
R 4.5.0 released · 2025-04-11
0.4.0
2025-03-02 · 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
0.3.1
2021-12-17 · diff ↗
0.3.0
2021-07-26 · diff ↗
R
R 4.1.0 released · 2021-05-18
0.1.2
2021-03-01 · diff ↗
0.1.1
2021-01-22
R
R 4.0.0 released · 2020-04-24

Package metadata

First published: 2021-01-22
Total releases: 6 / 5 yrs
License: GPL (>= 2) OSI
Minimum R: ≥ 3.5
Bundled data: 10.0 KB / 4 files
Download size: 616 KB
Installed size: not tracked yet
With dependencies: not tracked yet

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("FMM")

Format

Fernandez, I., Canedo, C., Lamela, A., Larriba, Y., Rodriguez-Collado, A., & Rueda, C. (2025). FMM: Rhythmic Patterns Modeling by FMM Models (Version 0.4.1) [Computer software]. https://doi.org/10.32614/CRAN.package.FMM

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 FMM version 0.4.1 [Data set]. HJJB, LLC. Data release v2026-08-15. https://doi.org/10.5281/zenodo.21843040

From data release v2026-08-15, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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