Artificial Neural Networks for Anomaly Detection

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Documentation for package ‘ANN2’ version 2.3.4

• DESCRIPTION file.

Help Pages

ANN	Rcpp module exposing C++ class ANN
autoencoder	Train an Autoencoding Neural Network
compression_plot	Compression plot
compression_plot.ANN	Compression plot
decode	Decoding step
decode.ANN	Decoding step
encode	Encoding step
encode.ANN	Encoding step
neuralnetwork	Train a Neural Network
plot.ANN	Plot training and validation loss
predict.ANN	Make predictions for new data
print.ANN	Print ANN
Rcpp_ANN-class	Rcpp module exposing C++ class ANN
read_ANN	Read ANN object from file
reconstruct	Reconstruct data using trained ANN object of type autoencoder
reconstruction_plot	Reconstruction plot
reconstruction_plot.ANN	Reconstruction plot
train	Continue training of a Neural Network
write_ANN	Write ANN object to file