https://github.com/atrcheema/bayesianlstm

Bayesian LSTM (Tensorflow)

https://github.com/atrcheema/bayesianlstm

Science Score: 10.0%

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    Links to: arxiv.org
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    Low similarity (2.1%) to scientific vocabulary
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Bayesian LSTM (Tensorflow)

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  • Host: GitHub
  • Owner: AtrCheema
  • Default Branch: master
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  • Size: 22.5 KB
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Fork of JP-MRPhys/bayesianLSTM
Created over 6 years ago · Last pushed almost 7 years ago

https://github.com/AtrCheema/bayesianLSTM/blob/master/

## Implementation of Bayesian LSTM in Tensorflow

For full details see the blog post

https://medium.com/@jehillparikh/bayesian-neural-networks-lstm-3616327e8b7c

Original paper: https://arxiv.org/pdf/1704.02798.pdf

TODO: Implement posterior sharpening and mean field inference 

docker image: jehillparikh/betamlstack:v2 (for all dependency employed in this project)

Owner

  • Name: Ather Abbas
  • Login: AtrCheema
  • Kind: user
  • Location: South Korea
  • Company: Environmental Modeling and Monitoring Lab, UNIST

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