R Observatory: Metrics for ganGenerativeData version 2.1.6

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

ganGenerativeData

2.1.6

Generate Generative Data for a Data Source

0packages depend

3.2Kdownloads / year

–test coverage

13/13checks pass

Overview

About

Maintained by Werner MuellerFirst published 2021-04-2621 releasesCRAN page ↗

Generative Adversarial Networks are applied to generate generative data for a data source. A generative model consisting of a generator and a discriminator network is trained. During iterative training the distribution of generated data is converging to that of the data source. Direct applications of generative data are the created functions for data evaluation, missing data completion and data classification. A software service for accelerated training of generative models on graphics processing units is available. Reference: Goodfellow et al. (2014) doi:10.48550/arXiv.1406.2661.

Install

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

install.packages("ganGenerativeData", 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-gangenerativedata

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-ganGenerativeData

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-ganGenerativeData

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

Health

CRAN checks

13OK

Slowest check: 4.3 min · r-devel-windows-x86_64

Code health

None

Tests · ratio 0.00

not tracked

Coverage

100%

Documentation · exports

3

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
OK2026-04-22
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-04-18
13 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
OK2026-03-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMENoVignettesNopkgdown siteNoNEWSNoCode of conductNoContributing guideNo

Examples that run: 3%
Documented parameters: 93%
Return-value docs: 100%
References docs: 3%

Downloads

3.2K

CRAN downloads in the past year

Rank #12,831 · ~9/day · ~268/mo

Releases R versions

Daily download trend is not available in this view yet.

19930 days

79990 days

3.2K1 year

Compare downloads with other packages →

Also on480 r2u31 autocran

Dependencies

Declared dependencies

4 external dependencies (excludes base and recommended)

Depends (0)

none

Imports (3)

Rcpp tensorflow httr

LinkingTo (1)

Rcpp

Suggests (0)

none

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

People & History

People (1)

Maintainer (1)

Werner Mueller

Author, Maintainer

Authors (1)

Werner Mueller

Author, Maintainer

Package Timeline

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

R
R 4.6.0 released · 2026-04-24
2.1.6Latest
2025-12-16 · current release · diff ↗
R
R 4.5.0 released · 2025-04-11
2.1.4
2024-12-12 · diff ↗
2.1.3
2024-10-07 · diff ↗
2.1.2
2024-09-30 · diff ↗
2.0.2
2024-06-23 · diff ↗
2.0.1
2024-06-17 · diff ↗
R
R 4.4.0 released · 2024-04-24
1.5.7
2024-02-18 · diff ↗
1.5.6
2024-01-08 · diff ↗
1.5.5
2023-12-18 · diff ↗
1.5.4
2023-12-12 · diff ↗
1.5.3
2023-12-02 · diff ↗
1.5.1
2023-11-19 · diff ↗
1.5.0
2023-11-11 · diff ↗

Show 12 earlier events

R
R 4.3.0 released · 2023-04-21
1.4.3
2023-03-25 · diff ↗
1.4.2
2023-02-26 · diff ↗
1.4.1
2023-02-11 · diff ↗
R
R 4.2.0 released · 2022-04-22
1.3.3
2022-02-16 · diff ↗
1.3.2
2022-02-10 · diff ↗
1.2.0
2021-10-09 · diff ↗
1.1.1
2021-05-24 · diff ↗
R
R 4.1.0 released · 2021-05-18
1.1
2021-04-26
R
R 4.0.0 released · 2020-04-24

Package metadata

First published: 2021-04-26
Total releases: 21 / 5 yrs
License: GPL (>= 2) OSI
Download size: 787 KB
Installed size: not tracked yet
With dependencies: not tracked yet

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("ganGenerativeData")

Format

Mueller, W. (2025). ganGenerativeData: Generate Generative Data for a Data Source (Version 2.1.6) [Computer software]. https://doi.org/10.32614/CRAN.package.ganGenerativeData

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 ganGenerativeData version 2.1.6 [Data set]. HJJB, LLC. Data release v2026-08-23. https://doi.org/10.5281/zenodo.21843040

From data release v2026-08-23, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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