Awesome
Seq2Seq Chatbot
This is a 200 lines implementation of Twitter/Cornell-Movie Chatbot, please read the following references before you read the code:
- Practical-Seq2Seq
- The Unreasonable Effectiveness of Recurrent Neural Networks
- Understanding LSTM Networks (optional)
Prerequisites
- Python 3.6
- TensorFlow >= 2.0
- TensorLayer >= 2.0
Model
<table class="image"> <div align="center"> <img src="http://suriyadeepan.github.io/img/seq2seq/seq2seq2.png"/> <br> <em align="center"></em> </div> </table>Training
python3 main.py
Results
Query > happy birthday have a nice day
> thank you so much
> thank babe
> thank bro
> thanks so much
> thank babe i appreciate it
Query > donald trump won last nights presidential debate according to snap online polls
> i dont know what the fuck is that
> i think he was a racist
> he is not a racist
> he is a liar
> trump needs to be president