R: Get the Insights of Your Neural Network

# Get the Insights of Your Neural Network

## Documentation for package ‘innsight’ version 0.3.2

- DESCRIPTION file
- User guides, package vignettes and other documentation
- Package NEWS
- Package README

## Help Pages

innsight-package | Get the insight of your neural network
+-method | Generic add function for 'innsight_ggplot2'
+.innsight_ggplot2 | Generic add function for 'innsight_ggplot2'
AgnosticWrapper | Super class for model-agnostic interpretability methods
ConnectionWeights | Connection weights method
convert | Syntactic sugar for object construction
ConvertedModel | Converted torch-based model
Converter | Converter of an artificial neural network
DeepLift | Deep learning important features (DeepLift)
DeepSHAP | Deep Shapley additive explanations (DeepSHAP)
ExpectedGradient | Expected Gradients
get_result | Get the result of an interpretation method
Gradient | Vanilla Gradient and Gradient\timesInput
GradientBased | Super class for gradient-based interpretation methods
innsight | Get the insight of your neural network
innsight_ggplot2 | S4 class for ggplot2-based plots
innsight_plotly | S4 class for plotly-based plots
innsight_sugar | Syntactic sugar for object construction
IntegratedGradient | Integrated Gradients
InterpretingMethod | Super class for interpreting methods
LIME | Local interpretable model-agnostic explanations (LIME)
LRP | Layer-wise relevance propagation (LRP)
plot-method | Generic print, plot and show for 'innsight_ggplot2'
plot-method | Generic print, plot and show for 'innsight_plotly'
plot.innsight_ggplot2 | Generic print, plot and show for 'innsight_ggplot2'
plot.innsight_plotly | Generic print, plot and show for 'innsight_plotly'
plot_global | Get the result of an interpretation method
print-method | Generic print, plot and show for 'innsight_ggplot2'
print-method | Generic print, plot and show for 'innsight_plotly'
print.innsight_ggplot2 | Generic print, plot and show for 'innsight_ggplot2'
print.innsight_plotly | Generic print, plot and show for 'innsight_plotly'
run_cw | Syntactic sugar for object construction
run_deeplift | Syntactic sugar for object construction
run_deepshap | Syntactic sugar for object construction
run_expgrad | Syntactic sugar for object construction
run_grad | Syntactic sugar for object construction
run_intgrad | Syntactic sugar for object construction
run_lime | Syntactic sugar for object construction
run_lrp | Syntactic sugar for object construction
run_shap | Syntactic sugar for object construction
run_smoothgrad | Syntactic sugar for object construction
SHAP | Shapley values
show-method | Generic print, plot and show for 'innsight_ggplot2'
show-method | Generic print, plot and show for 'innsight_plotly'
show.innsight_ggplot2 | Generic print, plot and show for 'innsight_ggplot2'
show.innsight_plotly | Generic print, plot and show for 'innsight_plotly'
SmoothGrad | SmoothGrad and SmoothGrad\timesInput
[-method | Indexing plots of 'innsight_ggplot2'
[-method | Indexing plots of 'innsight_plotly'
[.innsight_ggplot2 | Indexing plots of 'innsight_ggplot2'
[.innsight_plotly | Indexing plots of 'innsight_plotly'
[<--method | Indexing plots of 'innsight_ggplot2'
[<-.innsight_ggplot2 | Indexing plots of 'innsight_ggplot2'
[[-method | Indexing plots of 'innsight_ggplot2'
[[-method | Indexing plots of 'innsight_plotly'
[[.innsight_ggplot2 | Indexing plots of 'innsight_ggplot2'
[[.innsight_plotly | Indexing plots of 'innsight_plotly'
[[<--method | Indexing plots of 'innsight_ggplot2'
[[<-.innsight_ggplot2 | Indexing plots of 'innsight_ggplot2'