Artificial Neural Networks for Anomaly Detection

Documentation for package ‘ANN2’ version 1.5

autoencoder	Train an Autoencoding Neural Network
decode	Decoding step
encode	Encoding step
example_NN	Visual examples of training a Neural Network
neuralnetwork	Train a Neural Network
plot.ANN	Plot training and validation loss
plot.rANN	Plot mahalanobis distances of reconstructed errors
plotStepFunction	Plot the step function used in 'replicator'
predict.ANN	Make predictions for new data
print.ANN	Print ANN
reconstruct	Reconstruct data using trained Autoencoder or Replicator object
replicator	Train a Replicator Neural Network