https://github.com/tensorlayer/seq2seq-chatbot

Chatbot in 200 lines of code using TensorLayer
https://github.com/tensorlayer/seq2seq-chatbot

bot chat chatbot corpus lstm nlp python rnn tensorflow tensorlayer

Last synced: about 2 months ago
JSON representation

Chatbot in 200 lines of code using TensorLayer

• Host: GitHub
• URL: https://github.com/tensorlayer/seq2seq-chatbot
• Owner: tensorlayer
• Created: 2017-09-05T23:11:14.000Z (about 7 years ago)
• Default Branch: master
• Last Pushed: 2021-10-05T13:25:46.000Z (almost 3 years ago)
• Last Synced: 2024-04-16T02:04:22.696Z (5 months ago)
• Topics: bot, chat, chatbot, corpus, lstm, nlp, python, rnn, tensorflow, tensorlayer
• Language: Python
• Homepage: https://github.com/tensorlayer/tensorlayer
• Size: 14.7 MB
• Stars: 836
• Watchers: 41
• Forks: 316
• Open Issues: 28
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

• awesome-tensorlayer - Seq2Seq Chatbot - seq2seq). (5. Natural Language Processing / 5.1 ChatBot)
• awesome-tensorflow - Seq2seq-Chatbot - Chatbot in 200 lines of code (Models/Projects)
• awesome-tensorflow - Seq2seq-Chatbot - Chatbot in 200 lines of code (Models/Projects)

README

        
# 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](http://suriyadeepan.github.io/2016-12-31-practical-seq2seq/)

- [The Unreasonable Effectiveness of Recurrent Neural Networks](http://karpathy.github.io/2015/05/21/rnn-effectiveness/)

- [Understanding LSTM Networks](http://colah.github.io/posts/2015-08-Understanding-LSTMs/) (optional)

### Prerequisites

- Python 3.6

- [TensorFlow](https://github.com/tensorflow/tensorflow) >= 2.0

- [TensorLayer](https://github.com/zsdonghao/tensorlayer) >= 2.0

### Model



      

    
  

      



### 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