R Observatory: Metrics for ganDataModel version 2.0.1

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

ganDataModel

2.0.1Package record

Build a Metric Subspaces Data Model for a Data Source

0packages depend

3Kdownloads / year

–test coverage

13/13flavors OK

Overview

About

Maintained by Werner MuellerCRAN page ↗

Neural networks are applied to create a density value function which approximates density values for a data source. The trained neural network is analyzed for different levels. For each level metric subspaces with density values above a level are determined. The obtained set of metric subspaces and the trained neural network are assembled into a data model. A prerequisite is the definition of a data source, the generation of generative data and the calculation of density values. These tasks are executed using package 'ganGenerativeData' https://cran.r-project.org/package=ganGenerativeData.

Install

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

install.packages("ganDataModel", 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-gandatamodel

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-ganDataModel

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-ganDataModel

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: 3.8 min · r-devel-windows-x86_64

Status changes

OK13 OK2026-08-05
NOTE12 OK, 1 NOTE2026-08-01
OK12 OK2026-04-25
NOTE13 OK, 1 NOTE2026-04-22
ERROR12 OK, 1 NOTE, 1 ERROR2026-04-18

Show 1 earlier changeHide 1 earlier change

NOTE13 OK, 1 NOTE2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 2.0.1

READMENoVignettesNoNEWSNoCitation fileNoWebsitenot declared in DESCRIPTION

Help pages: 13includes a package overview page
Examples that run: 0%13 never run
Exported functions with examples: 100%
Documented parameters: 100%
Return-value docs: 100%
Help pages citing references: 8%

How these are measured

Downloads

3K

CRAN downloads in the past year

Rank #16,343 · ~8/day · ~251/mo

Releases R versions

Daily download trend is not available in this view yet.

26930 days

77190 days

3K1 year

Compare downloads with other packages →

Also on432 r2u3 autocran

How downloads are counted

Dependencies

Declared dependencies

3 external dependencies (excludes base and recommended)

Installing ganDataModel adds 28 packages (17 with compiled code, 11 MB of source tarballs). Heaviest: tfruns 1.9 MB, Rcpp 1.8 MB, reticulate 1.6 MB.

Depends (0)

none

Imports (2)

Rcpp tensorflow

LinkingTo (1)

Rcpp

Suggests (0)

none

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)

Werner Mueller

Author, Maintainer since 1.0.2 (2022)

Releases (9)

Pick two releases to compare their code metrics.

R
R 4.6.0 released · 2026-04-24
2.0.1Latest
record
2025-12-19 · current release · diff ↗
R
R 4.5.0 released · 2025-04-11
1.1.7
record
2024-07-21 · diff ↗
R
R 4.4.0 released · 2024-04-24
1.1.6
record
2024-01-21 · diff ↗
1.1.5
record
2023-12-14 · diff ↗
1.1.4
record
2023-05-07 · diff ↗
R
R 4.3.0 released · 2023-04-21
1.1.3
record
2023-04-02 · diff ↗
1.1.2
record
2023-03-05 · diff ↗
1.1.1
record
2022-12-19 · diff ↗ ·
removed 8 exports
dmBuildSubspaces, dmRemoveSubspaces, dmGetAssignedSubspaces, dmPlotSubspaces, dmPlotGenerativeDataParameters, dmPlotSubspaceParameters, dmPlotEvaluate, dmGetNumberOfSubspaces

added 6 exports
dmBuildMetricSubspaces, dmRemoveMetricSubspaces, dmGetContainedInMetricSubspaces, dmPlotMetricSubspaces, dmPlotMetricSubspaceParameters, dmGetMetricSubspaceProperties
1.0.2
record
2022-07-16
R
R 4.2.0 released · 2022-04-22

Package metadata

First published: 2022-07-16
Total releases: 9 / 4 yrs
License: GPL (>= 2) OSI
Download size: 503 KB

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("ganDataModel")

Format

Mueller, W. (2025). ganDataModel: Build a Metric Subspaces Data Model for a Data Source (Version 2.0.1) [Computer software]. https://doi.org/10.32614/CRAN.package.ganDataModel

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 ganDataModel version 2.0.1 [Data set]. HJJB, LLC. Data release v2026-10-24. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-24, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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