Generate Generative Data for a Data Source

Documentation for package ‘ganGenerativeData’ version 1.5.7

ganGenerativeData-package	Generate generative data for a data source
dsActivateColumns	Activate columns
dsCreateWithDataFrame	Create a data source with passed data frame
dsDeactivateColumns	Deactivate columns
dsGetActiveColumnNames	Get active column names
dsGetInactiveColumnNames	Get inactive column names
dsGetNumberOfRows	Get number of rows
dsGetRow	Get a row in a data source
dsRead	Read a data source from file
dsWrite	Write a data source to file
ganGenerativeData	Generate generative data for a data source
gdCalculateDensityValue	Calculate density value for a data record
gdCalculateDensityValueQuantile	Calculate density value quantile
gdCalculateDensityValues	Calculate density values for generative data
gdComplete	Complete incomplete data record
gdGenerate	Generate generative data for a data source
gdGenerateParameters	Specify parameters for generation of generative data
gdGetNumberOfRows	Get number of rows
gdGetRow	Get a row in generative data
gdKNearestNeighbors	Search for k nearest neighbors
gdPlotDataSourceParameters	Specify plot parameters for data source
gdPlotParameters	Specify plot parameters for generative data
gdPlotProjection	Create an image file for generative data and data source
gdRead	Read generative data and data source
gdTrain	Train a generative model for a data source
gdTrainParameters	Specify parameters for training of generative model
gdWriteSubset	Write subset of generative data