简介 :什么是 SystemDS ?
SystemDS is an open source ML system for the end-to-end data science lifecycle from data integration, cleaning, and feature engineering, over efficient, local and distributed ML model training, to deployment and serving.
SystemDS是用于端到端数据科学生命周期的通用系统,从数据集成,清理和功能工程到有效的本地和分布式ML模型培训,再到部署和服务,都可从其实现。
To this end, it provides a stack of declarative languages with R-like syntax for
(1) the different tasks of the data-science lifecycle, and (2) users with different expertise.
为此,我们旨在为:
(1)数据科学生命周期的不同任务以及
(2)具有不同专业知识的用户提供具有R形语法的声明性语言堆栈。
Thes