# Artificial Neural Networks for Anomaly Detection

## Documentation for package ‘ANN2’ version 2.4.0

- DESCRIPTION file
- Package README

## 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