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LSTM, RNN and GRU implementations using Pytorch

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Hi, @georgeyiasemis, it is nice to see you doing such a great job. I was wondering if you have compared your implementation and the official implementation of pytorch? I tested...

i think you have a bug in you implementation or i just did not get it, i believe that there is some kind of a loop in the gradient graph...