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: 1.5.3
Depends: R (≥ 3.1.1)
Imports: ggplot2 (≥ 2.0.0), nnet, reshape2, scales, tidyr
Suggests: caret, neuralnet, RSNNS, knitr, rmarkdown
Published: 2022-01-06
DOI: 10.32614/CRAN.package.NeuralNetTools
Author: Marcus W. Beck [aut, cre]
Maintainer: Marcus W. Beck <mbafs2012 at>
License: CC0
NeedsCompilation: no
Citation: NeuralNetTools citation info
CRAN checks: NeuralNetTools results


Reference manual: NeuralNetTools.pdf
Vignettes: Overview


Package source: NeuralNetTools_1.5.3.tar.gz
Windows binaries: r-devel:, r-release:, r-oldrel:
macOS binaries: r-release (arm64): NeuralNetTools_1.5.3.tgz, r-oldrel (arm64): NeuralNetTools_1.5.3.tgz, r-release (x86_64): NeuralNetTools_1.5.3.tgz, r-oldrel (x86_64): NeuralNetTools_1.5.3.tgz
Old sources: NeuralNetTools archive

Reverse dependencies:

Reverse imports: ModTools, NeuralSens, radiant.model
Reverse suggests: mpae, RSNNS, vip


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