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AI Chatbot using Dynamic Memory Network in Keras.

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AI Chatbot

This repository contains the code for AI Chatbot using Python3, Keras and Numpy.

Requirements

  1. Tensorflow
  2. Numpy
  3. Keras

Result

Output a1

Resources

S.No. Papers / Authors Paper Links
1. Blog post on "Implementing Dynamic Memory Network" by YereveNN https://yerevann.github.io/2016/02/05/implementing-dynamic-memory-networks/
2. Blog post on "Attention and Memmory in Deep Learning and NLP" by WILDML http://www.wildml.com/2016/01/attention-and-memory-in-deep-learning-and-nlp/
3. Keras "babi_memnn" code for Training Network https://github.com/fchollet/keras/blob/master/examples/babi_memnn.py
4. Training Dataset "bAbI-tasks-v1.2" by Facebook AI Research https://research.fb.com/downloads/babi/

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AI Chatbot using Dynamic Memory Network in Keras.

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  • Python 100.0%