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ganGenerativeData
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", "2.1.4")
Attach the package and use:
library("ganGenerativeData")
Maintained by
Werner Mueller
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
10.32614/CRAN.package.ganGenerativeData . ganGenerativeData results . ganGenerativeData.pdf . ganGenerativeData_2.1.4.tar.gz . ganGenerativeData_2.1.4.zip . ganGenerativeData_2.1.4.zip . ganGenerativeData_2.1.4.zip . ganGenerativeData_2.1.4.tgz . ganGenerativeData_2.1.4.tgz . ganGenerativeData_2.1.4.tgz . ganGenerativeData_2.1.4.tgz . ganGenerativeData_2.1.4.tgz . ganGenerativeData_2.1.4.tgz . ganGenerativeData archive . https://CRAN.R-project.org/package=ganGenerativeData .
First Published: 2021-04-26
Latest Update: 2023-03-25
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 2.1.4, https://cran.r-project.org/web/packages/ganGenerativeData. Accessed 29 Mar. 2025.
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)
Other packages that cited ganGenerativeData R package
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Other R packages that ganGenerativeData depends,
imports, suggests or enhances
Complete documentation for ganGenerativeData
Functions, R codes and Examples using
the ganGenerativeData R package
Some associated functions: dsActivateColumns . dsCreateWithDataFrame . dsDeactivateColumns . dsGetActiveColumnNames . dsGetInactiveColumnNames . dsGetNumberOfRows . dsGetRow . dsRead . dsWrite . ganGenerativeData-package . gdCalculateDensityValue . gdCalculateDensityValueQuantile . gdCalculateDensityValues . gdComplete . gdGenerate . gdGenerateParameters . gdGetNumberOfRows . gdGetRow . gdKNearestNeighbors . gdPlotDataSourceParameters . gdPlotParameters . gdPlotProjection . gdRead . gdTrain . gdTrainParameters . gdWriteSubset .
Some associated R codes: RcppExports.R . dsInt.R . gdCalculateDensitiyValues.R . gdGenerate.R . gdPlotProjection.R . gdTrain.R . gdTrainGenerate.R . Full ganGenerativeData package functions and examples
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