SQLFlow: A Bridge between SQL and Machine Learning

Industrial AI systems are mostly end-to-end machine learning (ML) workflows. A typical recommendation or business intelligence system includes many online micro-services and offline jobs. We describe SQLFlow for developing such workflows efficiently in SQL.

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Yi Wang, Yang Yang, Wei Yan, Mingjie Tang, Yuan Tang, Weiguo Zhu, Yi Wu, Xu Yan, Yongfeng Liu, Yu Wang, Liang Xie, Ziyao Gao, Wenjing Zhu, Xiang Chen (2025). Dataset: SQLFlow: A Bridge between SQL and Machine Learning. https://doi.org/10.57702/wtndrudq

DOI retrieved: January 2, 2025

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Created January 2, 2025
Last update January 2, 2025
Defined In https://doi.org/10.48550/arXiv.2001.06846
Author Yi Wang
More Authors
Yang Yang
Wei Yan
Mingjie Tang
Yuan Tang
Weiguo Zhu
Yi Wu
Xu Yan
Yongfeng Liu
Yu Wang
Liang Xie
Ziyao Gao
Wenjing Zhu
Xiang Chen
Homepage https://sqlflow.org/sqlflow