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A Scalable and Cloud-Native Hyperparameter Tuning System


Jun 08, 2020
Johnu George, Ce Gao, Richard Liu, Hou Gang Liu, Yuan Tang, Ramdoot Pydipaty, Amit Kumar Saha

* Fixed some typos, no content change at all from previous version 

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SQLFlow: A Bridge between SQL and Machine Learning


Jan 19, 2020
Yi Wang, Yang Yang, Weiguo Zhu, Yi Wu, Xu Yan, Yongfeng Liu, Yu Wang, Liang Xie, Ziyao Gao, Wenjing Zhu, Xiang Chen, Wei Yan, Mingjie Tang, Yuan Tang


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metric-learn: Metric Learning Algorithms in Python


Aug 13, 2019
William de Vazelhes, CJ Carey, Yuan Tang, Nathalie Vauquier, Aurélien Bellet

* GitHub repository: https://github.com/scikit-learn-contrib/metric-learn 

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TensorFlow Estimators: Managing Simplicity vs. Flexibility in High-Level Machine Learning Frameworks


Aug 08, 2017
Heng-Tze Cheng, Zakaria Haque, Lichan Hong, Mustafa Ispir, Clemens Mewald, Illia Polosukhin, Georgios Roumpos, D Sculley, Jamie Smith, David Soergel, Yuan Tang, Philipp Tucker, Martin Wicke, Cassandra Xia, Jianwei Xie

* 8 pages, Appeared at KDD 2017, August 13--17, 2017, Halifax, NS, Canada 

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TF.Learn: TensorFlow's High-level Module for Distributed Machine Learning


Dec 13, 2016
Yuan Tang


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