/Dynamic-memory-networks-in-Theano

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

Primary LanguagePython

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