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torch-ntm

A Neural Turing Machine implementation in Torch.

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Number of watchers on Github 259
Number of open issues 1
Average time to close an issue 3 days
Main language Lua
Average time to merge a PR about 1 hour
Open pull requests 0+
Closed pull requests 2+
Last commit almost 4 years ago
Repo Created over 4 years ago
Repo Last Updated over 1 year ago
Size 190 KB
Organization / Authorkaishengtai
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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.

Requirements

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

penlight

nn

optim

nngraph

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

luarocks install nngraph

Usage

For the copy task:

th tasks/copy.lua

For the associative recall task:

th tasks/recall.lua
torch-ntm open issues Ask a question     (View All Issues)
  • about 4 years model learned for the copy task with default parameters doesn't generalize
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