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Hi @carpedm20,
your code helped me a lot when I was just starting to understand NTMs and I am therefore very grateful for your contribution.
Recently, I found out about the Differential Neural Computer implementation from Mostafa-Samir. He approaches the problem of having different sequence lengths in a different way using some dynamic functions provided by TensorFlow. This code, clearly, results to be more efficient than the reference code you have provided.
I decided to replicate the NTM implementation following the same approach and I ended up with this. I have made the proper references to your code and approach. I hope you don't mind.
Best,
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