dsDeactivateColumns

Deactivate columns in a data source in order to exclude them from training
of generative models. Note that the training function in the package
supports only columns of type R-class numeric, R-type double. All columns of
other type have to be deactivated. The training function in the software
service for accelerated training of generative models supports columns of
any type.

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

dsDeactivateColumns function

<dl><dt>columnVector</dt>
<dd>Vector of column indices</dd></dl>

Arguments

Deactivate columns — dsDeactivateColumns

<dl>

<dt>columnVector</dt>
<dd>Vector of column indices</dd>

</dl>

dsDeactivateColumns: Deactivate columns

Description

Usage

Value

Arguments

Examples