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neuralnet (version 1.1)

Training of neural networks

Description

Training of neural networks using the Resilient Backpropagation with (Riedmiller, 1994) or without Weightbacktracking (Riedmiller, 1993) or the modified globally convergent version by Anastasiadis et. al. (2005). The package allows flexible settings through custom-choice of error- and activation-function. Furthermore the calculation of generalized weights (Intrator O & Intrator N, 1993) is implemented.

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Version

Install

install.packages('neuralnet')

Monthly Downloads

19,311

Version

1.1

License

GPL (>= 2)

Maintainer

Frauke Guenther

Last Published

February 7th, 2019

Functions in neuralnet (1.1)

gwplot

Plot method for generalized weights
plot.nn

Plot method for neural networks
neuralnet

Training of neural networks
compute

Computation of a specific covariate given a trained neural network
neuralnet-package

Training of neural networks