https://github.com/npow/MemN2N
End-To-End Memory Networks in Theano
https://github.com/npow/MemN2N
Last synced: 20 days ago
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End-To-End Memory Networks in Theano
- Host: GitHub
- URL: https://github.com/npow/MemN2N
- Owner: npow
- License: mit
- Created: 2015-08-13T20:44:30.000Z (over 10 years ago)
- Default Branch: master
- Last Pushed: 2022-09-18T18:09:43.000Z (over 3 years ago)
- Last Synced: 2026-01-21T19:34:05.584Z (2 months ago)
- Language: Python
- Homepage: http://arxiv.org/abs/1503.08895
- Size: 30.3 KB
- Stars: 130
- Watchers: 12
- Forks: 41
- Open Issues: 0
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Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
- Awesome-Code - End-To-End Memory Networks, formerly known as Weakly Supervised Memory Networks
README
## End-To-End Memory Networks
This is a Theano implementation of [End-To-End Memory Networks](http://arxiv.org/abs/1503.08895v4), formerly known as Weakly Supervised Memory Networks. The dataset can be found [here](http://fb.ai/babi).
See [this Google spreadsheet](https://docs.google.com/spreadsheets/d/1Qr_x0qVJ9fzXq-B1voEjKyeltx_WEmvjIdwjN0I_tvo/edit?usp=sharing) for the results of this implementation on [the set of toy tasks](http://arxiv.org/abs/1502.05698).