R Observatory: Metrics for AdaptGauss version 1.6

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

AdaptGauss

1.6

Gaussian Mixture Models (GMM)

4packages depend

10.3Kdownloads / year

–test coverage

11/13checks pass

Overview

About

Maintained by Michael ThrunFirst published 2015-10-0912 releasesCRAN page ↗GitHub ↗

Multimodal distributions can be modelled as a mixture of components. The model is derived using the Pareto Density Estimation (PDE) for an estimation of the pdf. PDE has been designed in particular to identify groups/classes in a dataset. Precise limits for the classes can be calculated using the theorem of Bayes. Verification of the model is possible by QQ plot, Chi-squared test and Kolmogorov-Smirnov test. The package is based on the publication of Ultsch, A., Thrun, M.C., Hansen-Goos, O., Lotsch, J. (2015) DOI:10.3390/ijms161025897.

Install

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

install.packages("AdaptGauss", 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("Mthrun/AdaptGauss")

Development version from Mthrun/AdaptGauss. 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-adaptgauss

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-AdaptGauss

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-AdaptGauss

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

Health

CRAN checks

2NOTE11OK

Failing flavors

NOTE r-devel-linux-x86_64-debian-clang
NOTE r-devel-linux-x86_64-debian-gcc

Slowest check: 3.3 min · r-devel-windows-x86_64

Code health

None

Tests · ratio 0.00

not tracked

Coverage

6

Dependencies · direct

Check history

NOTE2026-07-11
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
OK2026-04-22
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-04-18
13 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE

Show 1 earlier snapshots

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

Documentation

READMENoVignettesYes · dynamicpkgdown siteNoNEWSNoCode of conductNoContributing guideNo

Examples that run: 100%
Documented parameters: not tracked
Return-value docs: not tracked
References docs: 57%

Downloads

10.3K

CRAN downloads in the past year

Rank #4,560 · ~28/day · ~858/mo

Releases R versions

Daily download trend is not available in this view yet.

45630 days

1.8K90 days

10.3K1 year

Compare downloads with other packages →

Also on444 r2u35 autocran2.2K conda_forge

Repository

GitHub ↗ mthrun/adaptgauss

1Stars

0Forks

2Open issues

0Open PRs

0Releases

24Commits

2Contributors

24 commits · Last activity 2023-07-14

Stars over time

2020-10-23 · 12026-07-07 · 1

Repository practices

Upstream repositoryBeta

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

Checks run against github.com/mthrun/adaptgauss on 2026-08-09.

Lint, format, editor (1)

RStudio project

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

Dependencies

Declared dependencies

14 external dependencies (excludes base and recommended)

Depends (1)

R >= 2.10

Imports (6)

Rcpp shiny pracmamethodsDataVisualizations plotly

LinkingTo (1)

Rcpp

Suggests (9)

mclustgridforeach dqrng parallelDist knitr rmarkdown reshape2 ggplot2

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

4direct

1indirect

DistributionOptimization Umatrix opGMMassessment scapGNN

Code & Tests

Datasets

People & History

People (9)

Maintainer (1)

Michael Thrun

Author, Maintainer

Authors (3)

Michael Thrun

Author, Maintainer

Onno Hansen-Goos

Author, Reviewer

Alfred Ultsch

Author, Copyright holder, Thesis advisor

Contributors (5)

Luca Brinkmann

Contributor, Reviewer · added in 1.6

Rabea Griese

Contractor, Contributor

Florian Lerch

Contributor, Reviewer · added in 1.3.3

Jorn Lotsch

Data contributor, Reviewer, Funder, Contributor

Quirin Stier

Contributor, Reviewer · added in 1.6

Copyright holders (1)

Alfred Ultsch

Author, Copyright holder, Thesis advisor

Funders (1)

Jorn Lotsch

Data contributor, Reviewer, Funder, Contributor

Reviewers (5)

Onno Hansen-Goos

Author, Reviewer

Luca Brinkmann

Contributor, Reviewer · added in 1.6

Florian Lerch

Contributor, Reviewer · added in 1.3.3

Jorn Lotsch

Data contributor, Reviewer, Funder, Contributor

Quirin Stier

Contributor, Reviewer · added in 1.6

Other (1)

Catharina Lippmann

Contractor

Package Timeline

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

R
R 4.6.0 released · 2026-04-24
R
R 4.5.0 released · 2025-04-11
R
R 4.4.0 released · 2024-04-24
1.6Latest
2024-02-02 · current release · diff ↗
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
R
R 4.0.0 released · 2020-04-24
1.5.6
2020-02-03 · diff ↗
1.5.4
2019-11-18 · diff ↗
R
R 3.6.0 released · 2019-04-26
1.5
2019-01-31 · diff ↗
1.3.5
2018-07-11 · diff ↗
R
R 3.5.0 released · 2018-04-23
R
R 3.4.0 released · 2017-04-21
1.3.3
2017-03-15 · diff ↗

Show 8 earlier events

1.2.4
2016-06-30 · diff ↗
1.2.3
2016-06-16 · diff ↗
1.2.2
2016-06-15 · diff ↗
R
R 3.3.0 released · 2016-05-03
1.2.0
2016-03-16 · diff ↗
1.1.0
2015-10-14 · diff ↗
1.0
2015-10-09
R
R 3.2.0 released · 2015-04-16

Package metadata

First published: 2015-10-09
Total releases: 12 / 11 yrs
License: GPL-3 OSI
Minimum R: ≥ 2.10
Bundled data: 33 KB / 1 file
Download size: 393 KB
Installed size: not tracked yet
With dependencies: not tracked yet

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("AdaptGauss")

Format

Thrun, M., Brinkmann, L., Griese, R., Hansen-Goos, O., Lerch, F., Lippmann, C., Lotsch, J., Stier, Q., & Ultsch, A. (2024). AdaptGauss: Gaussian Mixture Models (GMM) (Version 1.6) [Computer software]. https://doi.org/10.32614/CRAN.package.AdaptGauss

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 AdaptGauss version 1.6 [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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