Continuous Training for Production ML in the TensorFlow Extended (TFX) Platform

Denis Baylor, Kevin Haas, Konstantinos Katsiapis, Sammy Leong, Rose Liu, Clemens Menwald, Hui Miao, Neoklis Polyzotis, Mitchell Trott, Martin Zinkevich. Continuous Training for Production ML in the TensorFlow Extended (TFX) Platform. In Bharath Ramsundar, Nisha Talagala, editors, 2019 USENIX Conference on Operational Machine Learning, OpML 2019, Santa Clara, CA, USA, May 20, 2019. pages 51-53, USENIX Association, 2019. [doi]

Abstract

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