R Observatory: Metrics for dpGMM version 1.0.0

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

dpGMM

1.0.0

Dynamic Programming Based Gaussian Mixture Modelling Tool for 1D and 2D Data

0packages depend

2Kdownloads / year

–test coverage

13/13checks pass

Overview

About

Maintained by Kamila SzumalaFirst published 2026-01-152 releasesCRAN page ↗

Gaussian mixture modeling of one- and two-dimensional data, provided in original or binned form, with an option to estimate the number of model components. The method uses Gaussian Mixture Models (GMM) with initial parameters determined by a dynamic programming algorithm, leading to stable and reproducible model fitting. For more details see Zyla, J., Szumala, K., Polanski, A., Polanska, J., & Marczyk, M. (2026) doi:10.1016/j.jocs.2026.102811.

Install

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

install.packages("dpGMM", repos = "https://cloud.r-project.org/")

Installs the current CRAN release. Prebuilt binaries on Windows and macOS.

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-dpgmm

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-dpGMM

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-dpGMM

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

Health

CRAN checks

13OK

Slowest check: 2.8 min · r-oldrel-windows-x86_64

Code health

None

Tests · ratio 0.00

not tracked

Coverage

100%

Documentation · exports

11

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

Documentation

READMEYes · 234 wordsVignettesNopkgdown siteNoNEWSNoCode of conductNoContributing guideNo

Examples that run: 56%
Documented parameters: 100%
Return-value docs: 89%
References docs: 0%

Downloads

2K

CRAN downloads in the past year

Rank #18,730 · ~6/day · ~169/mo

Releases R versions

Daily download trend is not available in this view yet.

17130 days

58790 days

2K1 year

Compare downloads with other packages →

Also on750 r2u2 autocran

Dependencies

Declared dependencies

6 external dependencies (excludes base and recommended)

Depends (5)

R >= 3.5ggplot2 RColorBrewerstatspracma

Imports (7)

grDevicesggpubrMatrixreshape2graphicsmethodsmvtnorm

LinkingTo (0)

none

Suggests (0)

none

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

Datasets

People & History

People (3)

Maintainer (1)

Kamila Szumala

Author, Maintainer

Authors (3)

Kamila Szumala

Author, Maintainer

Michal Marczyk

Author, Contributor

Joanna Zyla

Author, Contributor

Contributors (2)

Michal Marczyk

Author, Contributor

Joanna Zyla

Author, Contributor

Package Timeline

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

R
R 4.6.0 released · 2026-04-24
1.0.0Latest
2026-03-02 · current release · diff ↗
0.2.2
2026-01-15
R
R 4.5.0 released · 2025-04-11

Package metadata

First published: 2026-01-15
Total releases: 2 / 1 yrs
License: GPL-3 OSI
Minimum R: ≥ 3.5
Bundled data: 24 KB / 3 files
Download size: 569 KB
Installed size: not tracked yet
With dependencies: not tracked yet

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("dpGMM")

Format

Szumala, K., Marczyk, M., & Zyla, J. (2026). dpGMM: Dynamic Programming Based Gaussian Mixture Modelling Tool for 1D and 2D Data (Version 1.0.0) [Computer software]. https://doi.org/10.32614/CRAN.package.dpGMM

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 dpGMM version 1.0.0 [Data set]. HJJB, LLC. Data release v2026-08-22. https://doi.org/10.5281/zenodo.21843040

From data release v2026-08-22, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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