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

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cs.SE2025

JunoBench: A Benchmark Dataset of Crashes in Python Machine Learning Jupyter Notebooks

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

Jupyter notebooks are widely used for machine learning (ML) prototyping. Yet, few debugging tools are designed for ML code in notebooks, partly, due to the lack of benchmarks. We i…