Building and Training Neural Networks

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Documentation for package ‘cito’ version 1.0.2

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

Help Pages

cito-package	'cito': Building and training neural networks
ALE	Accumulated Local Effect Plot (ALE)
ALE.citodnn	Accumulated Local Effect Plot (ALE)
ALE.citodnnBootstrap	Accumulated Local Effect Plot (ALE)
analyze_training	Visualize training of Neural Network
cito	'cito': Building and training neural networks
coef.citodnn	Returns list of parameters the neural network model currently has in use
coef.citodnnBootstrap	Returns list of parameters the neural network model currently has in use
conditionalEffects	Calculate average conditional effects
conditionalEffects.citodnn	Calculate average conditional effects
conditionalEffects.citodnnBootstrap	Calculate average conditional effects
config_lr_scheduler	Creation of customized learning rate scheduler objects
config_optimizer	Creation of customized optimizer objects
continue_training	Continues training of a model generated with 'dnn' for additional epochs.
continue_training.citodnn	Continues training of a model generated with 'dnn' for additional epochs.
continue_training.citodnnBootstrap	Continues training of a model generated with 'dnn' for additional epochs.
dnn	DNN
PDP	Partial Dependence Plot (PDP)
PDP.citodnn	Partial Dependence Plot (PDP)
PDP.citodnnBootstrap	Partial Dependence Plot (PDP)
plot.citodnn	Creates graph plot which gives an overview of the network architecture.
plot.citodnnBootstrap	Creates graph plot which gives an overview of the network architecture.
predict.citodnn	Predict from a fitted dnn model
predict.citodnnBootstrap	Predict from a fitted dnn model
print.citodnn	Print class citodnn
print.citodnnBootstrap	Print class citodnn
print.conditionalEffects	Print average conditional effects
print.conditionalEffectsBootstrap	Print average conditional effects
print.summary.citodnn	Print method for class summary.citodnn
print.summary.citodnnBootstrap	Print method for class summary.citodnn
residuals.citodnn	Extract Model Residuals
summary.citodnn	Summarize Neural Network of class citodnn
summary.citodnnBootstrap	Summarize Neural Network of class citodnn