G-Wang / Dynamic-memory-networks-in-Theano

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

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