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Recurrent Highway Networks - Implementations for Tensorflow, Torch7, Theano and Brainstorm
Implement modern LSTM cell by tensorflow and test them by language modeling task for PTB. Highway State Gating, Hypernets, Recurrent Highway, Attention, Layer norm, Recurrent dropout, Variational dropout.
Implementing some key architectures for language modeling using PyTorch