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 18 Sep. 2026.
Previous versions and publish date:
(2026-07-09 07:41), 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

eyelinker  
Import ASC Files from EyeLink Eye Trackers
Imports plain-text ASC data files from EyeLink eye trackers into (relatively) tidy data frames for ...
Download / Learn more Package Citations See dependency  
hmeasure  
The H-Measure and Other Scalar Classification Performance Metrics
Classification performance metrics that are derived from the ROC curve of a classifier. The package ...
Download / Learn more Package Citations See dependency  
data360r  
Wrapper for 'TCdata360' and 'Govdata360' API
Makes it easy to engage with the Application Program Interface (API) of the 'TCdata360' and 'Govdat ...
Download / Learn more Package Citations See dependency  
injectoR  
R Dependency Injection
R dependency injection framework. Dependency injection allows a program design to follow the depend ...
Download / Learn more Package Citations See dependency  
downlit  
Syntax Highlighting and Automatic Linking
Syntax highlighting of R code, specifically designed for the needs of 'RMarkdown' packages like 'pk ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  

28,565

R Packages

239,283

Dependencies

75,677

Author Associations

28,566

Publication Badges

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