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基于Python/Tornado的图灵服务(个人机器学习平台)

基于Tornado的机器学习平台,用于基于Python的机器学习算法和接口的实践和测试

博客地址:

https://caiquanliu.github.io/tags/Eddy%E7%9A%84AI%E5%AD%A6%E4%B9%A0%E4%B9%8B%E6%97%85/

实现功能:

  • 实现基于Tornado的Web服务;
  • 接入requests http请求测试;
  • 接入微信后台请求处理接口测试;
  • 接入Turing机器人接口测试;
  • 接入MongoDB测试;
  • 接入百度TTS合成测试;
  • 接入finalseg分词测试;
  • 接入scikit-learn测试;
  • 接入keras测试;
  • 添加服务启动和关闭的Shell脚本(控制台退出后,保障服务正常运行)
  • 接入百度UNIT接口测试
  • 接入DuerOS(正在接入中)

环境/依赖:

  • 运行主机:阿里云ECS;
  • 宿主系统:Ubuntu 16.04
  • Python:2.7
  • Web Server:Tornado;
  • 数据库:MongoDB;
  • 中文分词库:Finalseg;
  • 机器学习Python库:Scikit-learn;
  • 神经网络Python库:TensorFlow+Keras;
  • Hyper(Http/2网络库)

关注微信公众号可以进行聊天测试

运行效果

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