Create a Hierarchical, Categorical Data Model for a Data Source


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Documentation for package ‘ganDataModel’ version 1.0.2

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ganDataModel-package Create a Hierarchical, Categorical Data Model for a Data Source
dmBuildSubspaces Build subspaces for a data model for a level
dmCalculateDensityValue Calculate density value for a data record
dmGetAssignedSubspaces Get subspaces in a data model to which a data record is assigned
dmGetLevels Get levels for subspaces
dmGetNumberOfSubspaces Get number of subspaces for a level
dmPlotEvaluate Create an image file for an evaluated data source
dmPlotEvaluateDataSourceParameters Specify plot parameters for evaluated data source
dmPlotGenerativeDataParameters Specify plot parameters for generative data
dmPlotSubspaceParameters Specify plot parameters for subspaces in a data model
dmPlotSubspaces Create an image file for built subspaces
dmRead Read a data model and generative data from files
dmRemoveSubspaces Remove subspaces from a data model for a level
dmReset Reset API
dmTrain Train a neural network which approximates density values for a data source
ganDataModel Create a Hierarchical, Categorical Data Model for a Data Source