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Neural Networks

OutlierDetectionNetworks contains helpers to generate simple neural-network architectures. Note that the neural-network API is highly experimental and subject to change.

Multilayer Perceptron

Helpers to construct MLP networks.

MLPEncoder

# OutlierDetectionNetworks.Templates.MLPEncoderFunction.

MLPEncoder(in, latent, hidden; bias)

A MLP encoder with variable number of hidden layers.

MLPDecoder

# OutlierDetectionNetworks.Templates.MLPDecoderFunction.

MLPDecoder(in, latent, hidden; bias)

A MLP decoder with variable number of hidden layers.

MLPAutoEncoder

# OutlierDetectionNetworks.Templates.MLPAutoEncoderFunction.

MLPAutoEncoder(in, latent, hidden; bias)

A MLP auto-encoder with variable number of hidden layers.