DNC: Differentiable Neural Computer

Implements DeepMind's third nature paper, Hybrid computing using a neural network with dynamic external memory by Graves et. al.

Based on the paper's appendix, I sketched the computational graph

This is a work in progress

I have a general framework and a couple Jupyter notebooks for debugging. This is not a finished project. It's still very much in the dev stage. I need to:

1. write unit tests
2. improve documentation/comments
3. run it on more difficult tasks
4. add some nice visualizations

Dependencies

• All code is written in python 2.7. You will need:
• Numpy
• Matplotlib
• TensorFlow r1.0