gnn (version 0.0-4)

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.

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Version

Install

install.packages('gnn')

Monthly Downloads

201

Version

0.0-4

License

GPL (>= 3)

Maintainer

Marius Hofert

Last Published

February 28th, 2024

Functions in gnn (0.0-4)

rm_ext

Remove a File Extension

raw_keras

Convert GNN model Slots to raw or keras Objects

trafos_margins

Data Transformations for Training or Sampling

rPrior

Sampling from a Prior Distribution

save_load_rda

Save and Load .rda Files with Conversion to Raw and Keras Models

time

Human-Readable Time Measurement

trafos_dimreduction

Dimension-Reduction Transformations for Training or Sampling

loss

Loss Function

TensorFlow_available

A Simple Check whether TensorFlow is Available

fitGNN

Functions and Methods for Training of Generative Neural Networks

rGNN

Sampling from a Generative Neural Network

ffGNN

Feedforward for Generative Neural Networks

find_box

Box Numbers (Multivariate) Points Fall Into

FNN

Generative Moment Matching Network

catch

Catching Results, Warnings and Errors Simultaneously

GNN_basics

Basic Functions and Methods

plot

Functions for Plotting