most citedSuggesting Code Edits in Interactive Machine Learning Notebooks Using Large Language Models

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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★ 1 cited

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…