Developments in MLflow: A System to Accelerate the Machine Learning Lifecycle

Andrew Chen, Andy Chow, Aaron Davidson, Arjun DCunha, Ali Ghodsi 0002, Sue Ann Hong, Andy Konwinski, Clemens Mewald, Siddharth Murching, Tomas Nykodym, Paul Ogilvie, Mani Parkhe, Avesh Singh, Fen Xie, Matei Zaharia, Richard Zang, Juntai Zheng, Corey Zumar. Developments in MLflow: A System to Accelerate the Machine Learning Lifecycle. In Sebastian Schelter, Steven Whang, Julia Stoyanovich, editors, Proceedings of the Fourth Workshop on Data Management for End-To-End Machine Learning, In conjunction with the 2020 ACM SIGMOD/PODS Conference, DEEM@SIGMOD 2020, Portland, OR, USA, June 14, 2020. ACM, 2020. [doi]

Abstract

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