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.

Author | Marcus W. Beck [aut, cre] |

Date of publication | 2016-11-25 00:27:31 |

Maintainer | Marcus W. Beck <mbafs2012@gmail.com> |

License | CC0 |

Version | 1.5.0 |

**bias_lines:** Plot connection weights for bias lines

**bias_points:** Plot bias points

**garson:** Variable importance using Garson's algorithm

**get_ys:** Get y locations for layers in 'plotnet'

**layer_lines:** Plot connection weights

**layer_points:** Plot neural network nodes

**lekgrps:** Create optional barplot for 'lekprofile' groups

**lekprofile:** Sensitivity analysis using Lek's profile method

**neuraldat:** Simulated dataset for function examples

**neuralskips:** Get weights for the skip layer in a neural network

**neuralweights:** Get weights for a neural network

**olden:** Variable importance using connection weights

**plotnet:** Plot a neural network model

**pred_sens:** Predicted values for Lek profile method

NeuralNetTools

NeuralNetTools/inst

NeuralNetTools/inst/CITATION

NeuralNetTools/NAMESPACE

NeuralNetTools/data

NeuralNetTools/data/neuraldat.RData

NeuralNetTools/R

NeuralNetTools/R/NeuralNetTools_gar.R
NeuralNetTools/R/NeuralNetTools_old.R
NeuralNetTools/R/NeuralNetTools_plot.R
NeuralNetTools/R/NeuralNetTools_utils.R
NeuralNetTools/R/NeuralNetTools_neuraldat.R
NeuralNetTools/R/NeuralNetTools_lek.R
NeuralNetTools/README.md

NeuralNetTools/MD5

NeuralNetTools/DESCRIPTION

NeuralNetTools/man

NeuralNetTools/man/bias_lines.Rd
NeuralNetTools/man/layer_lines.Rd
NeuralNetTools/man/lekprofile.Rd
NeuralNetTools/man/garson.Rd
NeuralNetTools/man/pred_sens.Rd
NeuralNetTools/man/neuraldat.Rd
NeuralNetTools/man/bias_points.Rd
NeuralNetTools/man/olden.Rd
NeuralNetTools/man/neuralweights.Rd
NeuralNetTools/man/layer_points.Rd
NeuralNetTools/man/neuralskips.Rd
NeuralNetTools/man/plotnet.Rd
NeuralNetTools/man/lekgrps.Rd
NeuralNetTools/man/get_ys.Rd
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