A web crawl of repositories from NeurIPS, ICML, ICLR, AISTATS, TMLR, and MLOSS quantifies low adoption of software engineering practices like licensing, packaging, and automated testing in ML research.
Pep 751 – a file format to record python dependencies for installation reproducibility, 2024
1 Pith paper cite this work. Polarity classification is still indexing.
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More Rigorous Software Engineering Would Improve Reproducibility in Machine Learning Research
A web crawl of repositories from NeurIPS, ICML, ICLR, AISTATS, TMLR, and MLOSS quantifies low adoption of software engineering practices like licensing, packaging, and automated testing in ML research.