NeuralNetTools v1.5.2
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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.
Functions in NeuralNetTools
| Name | Description | |
| layer_lines | Plot connection weights | |
| layer_points | Plot neural network nodes | |
| neuralskips | Get weights for the skip layer in a neural network | |
| neuraldat | Simulated dataset for function examples | |
| bias_lines | Plot connection weights for bias lines | |
| bias_points | Plot bias points | |
| pred_sens | Predicted values for Lek profile method | |
| plotnet | Plot a neural network model | |
| garson | Variable importance using Garson's algorithm | |
| get_ys | Get y locations for layers in plotnet | |
| lekgrps | Create optional barplot for lekprofile groups | |
| lekprofile | Sensitivity analysis using Lek's profile method | |
| neuralweights | Get weights for a neural network | |
| olden | Variable importance using connection weights | |
| No Results! | ||
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Details
| Type | Package |
| Date | 2018-07-26 |
| BugReports | https://github.com/fawda123/NeuralNetTools/issues |
| License | CC0 |
| LazyData | true |
| RoxygenNote | 6.0.1 |
| NeedsCompilation | no |
| Packaged | 2018-07-26 20:14:19 UTC; Marcus |
| Repository | CRAN |
| Date/Publication | 2018-07-26 22:10:03 UTC |
| suggests | caret , neuralnet , RSNNS |
| imports | ggplot2 (>= 2.0.0) , nnet , reshape2 , scales , tidyr |
| depends | R (>= 3.1.1) |
| Contributors |
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