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gnn (version 0.0-2)

Generative Neural Networks

Description

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) for more details.

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Version

Install

install.packages('gnn')

Monthly Downloads

209

Version

0.0-2

License

GPL (>= 3)

Maintainer

Marius Hofert

Last Published

March 3rd, 2020

Functions in gnn (0.0-2)

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