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NeuralNetTools (version 1.0.0)

Visualization and Analysis Tools for Neural Networks

Description

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.

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Version

Install

install.packages('NeuralNetTools')

Monthly Downloads

5,542

Version

1.0.0

License

CC0

Maintainer

Marcus W Beck

Last Published

December 16th, 2014

Functions in NeuralNetTools (1.0.0)

garson

Variable importance for neural networks
neuraldat

Simulated dataset for function examples
plotnet

Plot a neural network model
lekprofile

Sensitivity analysis based on Lek's profile method
pred_sens

Predicted values for Lek profile method
neuralweights

Get weights for a neural network