Generate Generative Data for a Data Source

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Documentation for package ‘ganGenerativeData’ version 2.1.4

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ganGenerativeData-package Generate generative data for a data source
dsActivateColumns Activate columns
dsCalculateDensityValues Calculate density values for data source
dsCreateWithDataFrame Create a data source with passed data frame
dsDeactivateColumns Deactivate columns
dsDensityValueInverseQuantile Calculate inverse density value quantile
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
gdCalculateDensityValues Calculate density values for generative data
gdComplete Complete incomplete data record
gdDensityValueInverseQuantile Calculate inverse density value quantile
gdDensityValueQuantile Calculate density value quantile
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
gdServiceDelete Delete a generated job from software service for accelerated training of generative models
gdServiceGetGenerativeData Get generative data from software service for accelerated training of generative models for processed job
gdServiceGetGenerativeModel Get generative model from software service for accelerated training of generative models for processed job
gdServiceGetStatus Get status of generated job from software service for accelerated training of generative models
gdServiceTrain Send a request to software service for accelerated training of generative models to train a generative model for a 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