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Dynamic memory networks in Theano

Implementation of Dynamic memory networks by Kumar et al. http://arxiv.org/abs/1506.07285

Architecture details and results on bAbI tasks are available in the blog post

Roadmap

  • Mini-batch training (done, 08/02/2016)
  • Web interface (work in progress)
  • Visualization of episodic memory module (work in progress)
  • Regularization (work in progress)
  • Support for multiple-choice questions (work in progress)
  • Evaluation on more complex datasets

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Implementation of Dynamic memory networks by Kumar et al. http://arxiv.org/abs/1506.07285

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