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README.md

Key Value Memory Networks by Keras

Key Value Memory Networks

See original thesis.

Key-Value Memory Networks for Directly Reading Documents, Alexander Miller, Adam Fisch, Jesse Dodge, Amir-Hossein Karimi, Antoine Bordes, Jason Weston https://arxiv.org/abs/1606.03126

There are still some bugs in my code, pull-requests will be appreciated! 🍺

Setup

First of all, you need to download dataset.

$ ./download.sh

Train

You can use presaved pickle files or build data dictionaries with process_data.py.

$ python train.py

Evaluate

$ python evaluate.py -m saved_keras_model_path

Interactive

$ python interactive.py -m saved_keras_model_path

About

Key-Value Memory Networks for Directly Reading Documents, Alexander Miller, Adam Fisch, Jesse Dodge, Amir-Hossein Karimi, Antoine Bordes, Jason Weston https://arxiv.org/abs/1606.03126

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