NeuralNetTools: Visualization and Analysis Tools for Neural Networks

Visualization and analysis tools to aid in the interpretation of neural network models. Functions are available for plotting, quantifying variable importance, conducting a sensitivity analysis, and obtaining a simple list of model weights.

Version: 1.5.0
Depends: R (≥ 3.1.1)
Imports: ggplot2 (≥ 2.0.0), nnet, reshape2, scales, tidyr
Suggests: caret, neuralnet, RSNNS
Published: 2016-11-25
Author: Marcus W. Beck [aut, cre]
Maintainer: Marcus W. Beck <mbafs2012 at gmail.com>
BugReports: https://github.com/fawda123/NeuralNetTools/issues
License: CC0
NeedsCompilation: no
Citation: NeuralNetTools citation info
Materials: README
CRAN checks: NeuralNetTools results

Downloads:

Reference manual: NeuralNetTools.pdf
Package source: NeuralNetTools_1.5.0.tar.gz
Windows binaries: r-devel: NeuralNetTools_1.5.0.zip, r-release: NeuralNetTools_1.5.0.zip, r-oldrel: NeuralNetTools_1.5.0.zip
OS X El Capitan binaries: r-release: NeuralNetTools_1.5.0.tgz
OS X Mavericks binaries: r-oldrel: NeuralNetTools_1.5.0.tgz
Old sources: NeuralNetTools archive

Reverse dependencies:

Reverse imports: radiant.model
Reverse suggests: darch, RSNNS

Linking:

Please use the canonical form https://CRAN.R-project.org/package=NeuralNetTools to link to this page.