In Torch / Lua, how to implement a probabilistic neural network?

I've been studying this artificial neural network model called probabilistic neural network. I think I understood the general idea, but I cannot understand how to implement it in Torch.

Does anyone know how to implement a probabilistic neural network in Torch?

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