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NeuralNetTools (version 1.3.1)

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

1.3.1

License

CC0

Maintainer

Marcus W Beck

Last Published

April 27th, 2015

Functions in NeuralNetTools (1.3.1)

olden

Variable importance using connection weights

neuraldat

Simulated dataset for function examples

pred_sens

Predicted values for Lek profile method

plotnet

Plot a neural network model

lekprofile

Sensitivity analysis based on Lek's profile method

neuralweights

Get weights for a neural network

garson

Variable importance using Garson's algorithm

neuralskips

Get weights for the skip layer in a neural network