Other packages > Find by keyword >

ganGenerativeData  

Generate Generative Data for a Data Source
View on CRAN: Click here


Download and install ganGenerativeData package within the R console
Install from CRAN:
install.packages("ganGenerativeData")

Install from Github:
library("remotes")
install_github("cran/ganGenerativeData")

Install by package version:
library("remotes")
install_version("ganGenerativeData", "2.1.6")



Attach the package and use:
library("ganGenerativeData")
Maintained by
Werner Mueller
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2021-04-26
Latest Update: 2024-12-12
Description:
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. In iterated training steps the distribution of generated data is converging to that of the data source. Direct applications of generative data are the created functions for data classifying and missing data completion. Reference: Goodfellow et al. (2014) .
How to cite:
Werner Mueller (2021). ganGenerativeData: Generate Generative Data for a Data Source. R package version 2.1.6, https://cran.r-project.org/web/packages/ganGenerativeData. Accessed 28 Jun. 2026.
Previous versions and publish date:
1.1.1 (2021-05-24 18:30), 1.1 (2021-04-26 10:30), 1.2.0 (2021-10-09 22:50), 1.3.2 (2022-02-10 17:10), 1.3.3 (2022-02-16 14:40), 1.4.1 (2023-02-11 17:40), 1.4.2 (2023-02-26 20:50), 1.4.3 (2023-03-25 19:00), 1.5.0 (2023-11-11 02:43), 1.5.1 (2023-11-19 14:30), 1.5.3 (2023-12-02 12:30), 1.5.4 (2023-12-12 00:40), 1.5.5 (2023-12-18 08:50), 1.5.6 (2024-01-08 12:50), 1.5.7 (2024-02-18 19:10), 2.0.1 (2024-06-17 10:00), 2.0.2 (2024-06-23 17:50), 2.1.2 (2024-09-30 10:20), 2.1.3 (2024-10-07 13:00), 2.1.4 (2024-12-12 14:20)
Other packages that cited ganGenerativeData R package
View ganGenerativeData citation profile
Other R packages that ganGenerativeData depends, imports, suggests or enhances
Complete documentation for ganGenerativeData
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

EventWinRatios  
Event-Specific Win Ratios for Terminal and Non-Terminal Events
Provides several confidence interval and testing procedures using event-specific win ratios for sem ...
Download / Learn more Package Citations See dependency  
arnie  
"Arnie" box office records 1982-2014
Arnold Schwarzenegger movie weekend box office records from1982-2014 ...
Download / Learn more Package Citations See dependency  
nlraa  
Nonlinear Regression for Agricultural Applications
Additional nonlinear regression functions using self-start (SS) algorithms. One of the functions is ...
Download / Learn more Package Citations See dependency  
Rirt  
Data Analysis and Parameter Estimation Using Item Response Theory
Parameter estimation, computation of probability, information, and (log-)likelihood, and visualizat ...
Download / Learn more Package Citations See dependency  
XKCDdata  
Get XKCD Comic Data
Download data from individual XKCD comics, written by Randall Munroe < ...
Download / Learn more Package Citations See dependency  
minimax  
The Minimax Distribution Family
The minimax family of distributions is a two-parameter family like the beta family, but computation ...
Download / Learn more Package Citations See dependency  

27,653

R Packages

236,180

Dependencies

73,487

Author Associations

27,536

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA