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一个 ML 系统线上部署以及实战操作部分的工具栈,有模型存储, Data Pipeline,ETL,特征工程,以及各种性能优化,很多工程角度实用的工具收集。
link: https://github.com/EthicalML/awesome-machine-learning-operations
作者也在 EuroScipy 2018上给了一个比较简短的 talk: https://axsauze.github.io/scalable-data-science/#/

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