gnn: Generative Neural Networks

Tools to set up, train, store, load, investigate and analyze generative neural networks. In particular, functionality for generative moment matching networks is provided. See Hofert, Prasad, Zhu (2018) <arXiv:abs/1811.00683> for more details.

Version: 0.0-1
Depends: R (≥ 3.5.0)
Imports: keras, tensorflow, qrng, methods, tools
Suggests: copula, qrmtools, qrmdata, latticeExtra, RnavGraphImageData
Published: 2019-09-30
Author: Marius Hofert ORCID iD [aut, cre], Avinash Prasad [aut]
Maintainer: Marius Hofert <marius.hofert at uwaterloo.ca>
License: GPL (≥ 3)
NeedsCompilation: no
SystemRequirements: TensorFlow (https://www.tensorflow.org/)
CRAN checks: gnn results

Downloads:

Reference manual: gnn.pdf
Package source: gnn_0.0-1.tar.gz
Windows binaries: r-devel: gnn_0.0-1.zip, r-devel-gcc8: gnn_0.0-1.zip, r-release: gnn_0.0-1.zip, r-oldrel: gnn_0.0-1.zip
OS X binaries: r-release: gnn_0.0-1.tgz, r-oldrel: gnn_0.0-1.tgz

Linking:

Please use the canonical form https://CRAN.R-project.org/package=gnn to link to this page.