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Pynblint: a Static Analyzer for Python Jupyter Notebooks. (arXiv:2205.11934v1 [cs.SE])
May 25, 2022, 1:10 a.m. | Luigi Quaranta, Fabio Calefato, Filippo Lanubile
cs.LG updates on arXiv.org arxiv.org
Jupyter Notebook is the tool of choice of many data scientists in the early
stages of ML workflows. The notebook format, however, has been criticized for
inducing bad programming practices; indeed, researchers have already shown that
open-source repositories are inundated by poor-quality notebooks. Low-quality
output from the prototypical stages of ML workflows constitutes a clear
bottleneck towards the productization of ML models. To foster the creation of
better notebooks, we developed Pynblint, a static analyzer for Jupyter
notebooks written in …
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