visayang2005 / chatgirl

ChatGirl is an AI ChatBot based on TensorFlow Seq2Seq Model. ChatGirl 一个基于 TensorFlow Seq2Seq 模型的聊天机器人。（包含预处理过的 twitter 英文数据集，训练，运行，工具代码，来波 Star 。）QQ群：52278581

中文文档： https://github.com/fendouai/ChatGirl/blob/master/README_CN.MD

Introduction

[Under developing,it is not working well yet.But you can just train,and run it.] ChatGirl is an AI ChatBot based on TensorFlow Seq2Seq Model.

TensorFlowNews

• TensorFlow CNN Model Project:https://github.com/fendouai/FaceRank

• TensorFlow LSTM Model Project:https://github.com/TensorFlowNews/TensorFlow-Bitcoin-Robot

• TensorFlow Seq2Seq Model Project:https://github.com/fendouai/ChatGirl

Data

twitter dataset:

https://github.com/suriyadeepan/datasets

Train

You need to add a model folder to save the model. Train_Model.py

Run

Run_model.py

Tool

idx2w,w2idx:You can use this tool to change word to id;or change id to word. You can get the demo from hello.py.

Result

Result.md(the train result is too long,here is part of the result.)

Blog

http://www.tensorflownews.com/

RoadMap

• dataset
• model

[under developing]