hde_practice

Practicing memory networks with easy examples

1. Trying end-to-end memory networks with webapp. (./MemN2N-babi-python/)

2. Reading end-to-end memory networks (keras code) (babi_memnn_practice.ipynb)

3. Reading Deep Embedded memory networks (keras code) (DEMN_practice.ipynb)

Reference Papers

• Jason Weston, Antoine Bordes, Sumit Chopra, Tomas Mikolov, Alexander M. Rush, "Towards AI-Complete Question Answering: A Set of Prerequisite Toy Tasks", http://arxiv.org/abs/1502.05698

• Sainbayar Sukhbaatar, Arthur Szlam, Jason Weston, Rob Fergus, "End-To-End Memory Networks", http://arxiv.org/abs/1503.08895

• K.-M. Kim, M.-O. Heo, S.-H. Choi, B.-T. Zhang, "DeepStory: Video Story QA by Deep Embedded Memory Networks" https://arxiv.org/abs/1707.00836

Installation

• install graphviz

sudo apt-get install graphviz

• install python packages with pip

sudo pip install -r requirements.txt