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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.

Version: 0.0-4
Depends: R (≥ 3.5.0)
Imports: keras, tensorflow, methods, R6, qrng, tools, copula
Suggests: nvmix, qrmdata, RColorBrewer
Published: 2024-02-28
DOI: 10.32614/CRAN.package.gnn
Author: Marius Hofert ORCID iD [aut, cre], Avinash Prasad [aut]
Maintainer: Marius Hofert <mhofert at hku.hk>
License: GPL (≥ 3)
NeedsCompilation: no
SystemRequirements: TensorFlow (https://www.tensorflow.org/)
CRAN checks: gnn results

Documentation:

Reference manual: gnn.pdf

Downloads:

Package source: gnn_0.0-4.tar.gz
Windows binaries: r-devel: gnn_0.0-4.zip, r-release: gnn_0.0-4.zip, r-oldrel: gnn_0.0-4.zip
macOS binaries: r-release (arm64): gnn_0.0-4.tgz, r-oldrel (arm64): gnn_0.0-4.tgz, r-release (x86_64): gnn_0.0-4.tgz, r-oldrel (x86_64): gnn_0.0-4.tgz
Old sources: gnn archive

Linking:

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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.