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Published: May 19, 2020
May 2020
试验?

在2018年,我们在可重复分析的版本化数据中提到了 DVC。时至今日,它已成为机器学习(ML)项目中管理实验的热门工具。由于 DVC 是基于 Git 的,因此对于软件开发人员来说,DVC 无疑是一个备感熟悉的环境,他们可以很容易地将以往的工程实践应用于 ML 实践中。由于 DVC 实现了对处理数据的代码以及数据本身的版本管理,而且还实现了对流水线的各个阶段的追踪,因此能在建立建模活动秩序的同时可以不扰乱分析师的工作流程。