Building and Training Neural Networks


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Documentation for package ‘cito’ version 1.0.2

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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