Name of server-side packages
Name of client-side packages
Date this information was late updated/checked
Description of packages purpose
Boltzmann machines are generative neural networks which are able to learn the distribution of data that are fed as input to the network. The dsBoltzmannMachines package allows to train and use these generative models in DataSHIELD for creating synthetic data that preserve patterns of input data. Synthetic data samples are not linked to individual samples in the original data but are generated via sampling from the distribution that is captured by a Boltzmann machine model.
How to contact developer institution/team/individual
Type distribution licence
Methods of obtaining package
What versions of R work with the package?
What R packages do the packages depend on?
Is the package suitable for deployment in the production environment? (Yes/No)
Does your package have features to protect the privacy of data, or does it just provide remote analysis functionality?
Individual data cannot be accessed via the interface of the package. The package provides only access to synthetic data that are generated from Boltzmann machines.