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社区首页 >专栏 >ChatGirl is an AI ChatBot based on TensorFlow Seq2Seq Model.

ChatGirl is an AI ChatBot based on TensorFlow Seq2Seq Model.

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磐创AI
发布2018-04-24 18:08:57
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发布2018-04-24 18:08:57
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文章被收录于专栏:磐创AI技术团队的专栏

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]

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原始发表:2017-08-22,如有侵权请联系 cloudcommunity@tencent.com 删除

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目录
  • Introduction
  • TensorFlowNews
  • Data
  • Train
  • Run
  • Tool
  • Result
  • Blog
  • RoadMap
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