Ameya Ketkar

Type migration in large-scale code bases

2018

Type migration is a frequent refactoring activity in which an existing type is replaced with another one throughout the source code. Recent studies have shown that type migration is more frequent in larger codebases. The …

Discovering repetitive code changes in python ML systems

2022 · Proceedings of the 44th International Conference on Software Engineering

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 …