2 papers
cs.SE2026
Automated Modernization of Machine Learning Engineering Notebooks for Reproducibility
Bihui Jin, Kaiyuan Wang, Pengyu Nie
Interactive computational notebooks (e.g., Jupyter notebooks) are widely used in machine learning engineering (MLE) to program and share end-to-end pipelines, from data preparation…
cs.SE2025
Suggesting Code Edits in Interactive Machine Learning Notebooks Using Large Language Models
Bihui Jin, Jiayue Wang, Pengyu Nie
Machine learning developers frequently use interactive computational notebooks, such as Jupyter notebooks, to host code for data processing and model training. Jupyter notebooks pr…