https://github.com/dapurv5/keras-neural-tensor-layer

Neural Tensor Network Implementation as a keras layer
https://github.com/dapurv5/keras-neural-tensor-layer

deep-learning keras keras-layer machine-learning neural-tensor-network python

Last synced: about 1 month ago
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Neural Tensor Network Implementation as a keras layer

• Host: GitHub
• URL: https://github.com/dapurv5/keras-neural-tensor-layer
• Owner: dapurv5
• Created: 2016-10-05T05:00:58.000Z (over 8 years ago)
• Default Branch: master
• Last Pushed: 2017-03-15T07:58:03.000Z (about 8 years ago)
• Last Synced: 2025-04-05T07:33:12.486Z (about 2 months ago)
• Topics: deep-learning, keras, keras-layer, machine-learning, neural-tensor-network, python
• Language: Python
• Homepage:
• Size: 46.9 KB
• Stars: 59
• Watchers: 5
• Forks: 17
• Open Issues: 1
• Metadata Files:
  • Readme: README.md

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README

        
# keras-neural-tensor-layer

--------

Neural Tensor Network Implementation as a keras layer. Based on the paper

[Reasoning with Neural Tensor Networks for Knowledge Base Completion](http://nlp.stanford.edu/pubs/SocherChenManningNg_NIPS2013.pdf)

#### Requirements

- keras === 2.0.0

- tensorflow === 1.0.1

- numpy, scipy

![alt tag](https://github.com/dapurv5/keras-neural-tensor-layer/blob/master/images/ntn.png)