PYEVOLVE: Automating Frequent Code Changes in Python ML Systems

Malinda Dilhara, Danny Dig, Ameya Ketkar. PYEVOLVE: Automating Frequent Code Changes in Python ML Systems. In 45th IEEE/ACM International Conference on Software Engineering, ICSE 2023, Melbourne, Australia, May 14-20, 2023. pages 995-1007, IEEE, 2023. [doi]

@inproceedings{DilharaDK23,
  title = {PYEVOLVE: Automating Frequent Code Changes in Python ML Systems},
  author = {Malinda Dilhara and Danny Dig and Ameya Ketkar},
  year = {2023},
  doi = {10.1109/ICSE48619.2023.00091},
  url = {https://doi.org/10.1109/ICSE48619.2023.00091},
  researchr = {https://researchr.org/publication/DilharaDK23},
  cites = {0},
  citedby = {0},
  pages = {995-1007},
  booktitle = {45th IEEE/ACM International Conference on Software Engineering, ICSE 2023, Melbourne, Australia, May 14-20, 2023},
  publisher = {IEEE},
  isbn = {978-1-6654-5701-9},
}