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  # 📘 JunoBench: A Benchmark Dataset of Crashes in Machine Learning Python Jupyter Notebooks
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- This repository is the compiled benchmark dataset of paper "[JunoBench: A Benchmark Dataset of Crashes in Machine Learning Python Jupyter Notebooks](https://arxiv.org/abs/2510.18013)". The code repository of constructing the benchmark is on GitHub: [JunoBench_construct](https://github.com/PELAB-LiU/JunoBench_construct). This dataset is suitable for studying crashes (e.g., bug reproducing, detection, diagnose, localization, and repair) in ML notebooks.
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  ## 📂 Contents
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  ### 📄 Environment: using our shared Docker image
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- We compiled a docker image, released on [docker hub](https://hub.docker.com/repository/docker/yarinamomo/kaggle_python_env/tags/latest/sha256-73380761b1f37a83aef2c247a9d725c796c6196abf14bccc92b92b25c7eb81b9) with digest (sha256:73380761b1f37a83aef2c247a9d725c796c6196abf14bccc92b92b25c7eb81b9), to ensure full reproducibility (including Python, Kaggle notebook platform, libraries required by JunoBench notebooks):
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  ```
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  docker pull yarinamomo/kaggle_python_env:latest
 
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  # 📘 JunoBench: A Benchmark Dataset of Crashes in Machine Learning Python Jupyter Notebooks
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+ This repository is the compiled benchmark dataset of paper "[JunoBench: A Benchmark Dataset of Crashes in Machine Learning Python Jupyter Notebooks](https://arxiv.org/abs/2510.18013)". The code repository of constructing the benchmark and its environment is on GitHub: [JunoBench_construct](https://github.com/PELAB-LiU/JunoBench_construct). This dataset is suitable for studying crashes (e.g., bug reproducing, detection, diagnose, localization, and repair) in ML notebooks.
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  ## 📂 Contents
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  ### 📄 Environment: using our shared Docker image
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+ We compiled a docker image, released on [docker hub](https://hub.docker.com/repository/docker/yarinamomo/kaggle_python_env) with digest (sha256:73380761b1f37a83aef2c247a9d725c796c6196abf14bccc92b92b25c7eb81b9), to ensure full reproducibility (including Python, Kaggle notebook platform, libraries required by JunoBench notebooks):
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  ```
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  docker pull yarinamomo/kaggle_python_env:latest