gnn v0.0-2

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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:1811.00683> for more details.

Functions in gnn

Name Description
trafos_componentwise Data Transformations for Training or Sampling
rm_ext Remove a File Extension
VAE_model Variational Autoencoder
trafos_dimreduction Dimension-Reduction Transformations for Training or Sampling
training Functions for Training of Generative Neural Networks
rda Check Existence, Read, Save and Rename .rda Files and their Objects
loss Loss Function
GMMN_model Generative Moment Matching Network
to_savable_callable Convert GNN objects to Savable or Callable Ones
human_time Time Measurement with Human-Readable Units
GMMN_trained Trained Generative Moment Matching Networks
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Details

License GPL (>= 3)
SystemRequirements TensorFlow (https://www.tensorflow.org/)
NeedsCompilation no
Repository CRAN
Encoding UTF-8
Date/Publication 2020-03-03 23:40:02 UTC
Packaged 2020-03-03 17:00:16 UTC; mhofert

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