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A Neural Turing Machine in Torch

A Torch implementation of the Neural Turing Machine model described in this paper by Alex Graves, Greg Wayne and Ivo Danihelka.

This implementation uses an LSTM controller. NTM models with multiple read/write heads are supported.

Torch7 (of course), as well as the following libraries:

All the above dependencies can be installed using luarocks. For example:

luarocks install nngraph

For the copy task:

th tasks/copy.lua

For the associative recall task:

th tasks/recall.lua