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Discovering repetitive code changes in python ML systems

Published in Proceedings of the 44th International Conference on Software Engineering • May 21, 2022
NobleIDNI5P11W72R28S48
Authors:
Malinda Dilhara
,
Ameya Ketkar
,
Nikhith Sannidhi

Abstract

Over the years, researchers capitalized on the repetitiveness of software changes to automate many software evolution tasks. Despite the extraordinary rise in popularity of Python-based ML systems, they do not benefit from these advances. Without knowing what are the repetitive changes that ML devel...

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