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most citedWhy do Machine Learning Notebooks Crash? An Empirical Study on Public Python Jupyter Notebooks

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cs.SE2026

CRANE-LLM: Runtime-Augmented LLMs for Crash Prediction and Diagnosis in ML Notebooks

Yiran Wang, José Antonio Hernández López, Ulf Nilsson +1

Jupyter notebooks have become popular for early machine learning (ML) development, enabling interactive and iterative experimentation. However, ML notebooks are prone to bugs, amon…