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.


Reference manual

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install.packages("NeuralNetTools")

1.5.3 by Marcus W. Beck, 5 years ago


Report a bug at https://github.com/fawda123/NeuralNetTools/issues


Browse source code at https://github.com/cran/NeuralNetTools


Authors: Marcus W. Beck [aut, cre]


Documentation:   PDF Manual  


CC0 license


Imports ggplot2, nnet, reshape2, scales, tidyr

Suggests caret, neuralnet, RSNNS, knitr, rmarkdown


Imported by ModTools, NeuralSens, SEMdeep, kindling, radiant.model.

Suggested by RSNNS, mpae, tidylearn.


See at CRAN