文章大綱
- 簡介 :什么是 SystemDS ?
- 環境搭建與數據 準備
- 數據預處理
- 模型訓練 與 結果評估
- 參考文獻
簡介 :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是用于端到端數據科學生命周期的通用系統,從數據集成,清理和功能工程到有效的本地和分布式ML模型培訓,再到部署和服務,都可從其實現。
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.
為此