gdRead

Read generative data and data source from specified files. Read in generative data and data source are accessed in gdPlot2dProjection(),
generative data is accessed in gdGetRow(), gdCalculateDensityValue() and gdCalculateDensityValueQuantile().

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. During iterative training the distribution of generated data is converging to that of the data source. Direct applications of generative data are the created functions for data evaluation, missing data completion and data classification. A software service for accelerated training of generative models on graphics processing units is available. Reference: Goodfellow et al. (2014) <doi:10.48550/arXiv.1406.2661>.

Werner Mueller

ganGenerativeData

Generate Generative Data for a Data Source

gdRead function

<dl><dt>generativeDataFileName</dt>
<dd>Name of generative data file</dd>
<dt>dataSourceFileName</dt>
<dd>Name of data source file</dd></dl>

Arguments

Read generative data and data source — gdRead

<dl>

<dt>generativeDataFileName</dt>
<dd>Name of generative data file</dd>


<dt>dataSourceFileName</dt>
<dd>Name of data source file</dd>

</dl>

gdRead: Read generative data and data source

Description

Usage

Value

Arguments

Examples