https://github.com/anujdutt9/ai-chatbot

AI Chatbot using Dynamic Memory Network in Keras.
https://github.com/anujdutt9/ai-chatbot

chatbot keras keras-neural-networks python-3-5

Last synced: about 13 hours ago
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AI Chatbot using Dynamic Memory Network in Keras.

• Host: GitHub
• URL: https://github.com/anujdutt9/ai-chatbot
• Owner: anujdutt9
• Created: 2017-04-05T15:38:01.000Z (almost 8 years ago)
• Default Branch: master
• Last Pushed: 2017-08-17T10:25:23.000Z (over 7 years ago)
• Last Synced: 2024-12-20T23:31:07.736Z (about 1 month ago)
• Topics: chatbot, keras, keras-neural-networks, python-3-5
• Language: Python
• Homepage:
• Size: 14.2 MB
• Stars: 65
• Watchers: 5
• Forks: 20
• Open Issues: 1
• Metadata Files:
  • Readme: README.md

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README

        
# AI Chatbot

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

# Requirements

1. **Tensorflow 1.2.0**

To check this, go to IDLE and do:

```

import tensorflow as tf

print(tf.__version__)

```

2. **Numpy 1.13.0 [+ mkl Windows]**

To check this, go to IDLE and do:

```

import numpy as np

print(np.__version__)

```

3. **Keras 2.0.2**

To check this, go to IDLE and do:

```

import keras

print(keras.__version__)

```

# Result

![Output a1](Output/Output.gif?raw=true "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/   |