Get the Insights of Your Neural Network

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Documentation for package ‘innsight’ version 0.3.0

• DESCRIPTION file.
• User guides, package vignettes and other documentation.
• Package NEWS.

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'