18_Serving_and_Production.md

18 Serving and Production

Tool

• https://github.com/cortexlabs/cortex

  Deploy machine learning models in production

  Chinese: 模型秒变API只需一行代码，支持TensorFlow等框架

Practice

• https://github.com/alirezadir/Production-Level-Deep-Learning

  Chinese: 不要只关注算法与模型，这里有份产品级深度学习开发指南 - 2019

Article

• 机器学习模型应用方法综述 - 2019

• FLOPs与模型推理速度 - 2020

Github

• https://github.com/LisaDziuba/Marketing-for-Engineers

  霸榜 GitHub：乌克兰小姐姐写给工程师看的《市场修炼手册》