Hacker News
- Machine Learning Reproducibility Checklist [pdf] https://www.cs.mcgill.ca/~jpineau/ReproducibilityChecklist.pdf 29 comments
Linking pages
- Nitpicking Machine Learning Technical Debt - matthewmcateer.me https://matthewmcateer.me/blog/machine-learning-technical-debt/ 3 comments
- GitHub - visenger/awesome-mlops: A curated list of references for MLOps https://github.com/visenger/awesome-mlops 2 comments
- OpenAI’s GPT-2: the model, the hype, and the controversy | by Ryan Lowe | Towards Data Science https://medium.com/@lowe.ryan.t/openais-gpt-2-the-model-the-hype-and-the-controversy-1109f4bfd5e8 1 comment
- One researcher’s mission to encourage reproducibility in machine learning - TechTalks https://bdtechtalks.com/2021/03/01/papers-without-code-machine-learning-reproducibility/ 0 comments
- OpenAI’s GPT-2: the model, the hype, and the controversy | by Ryan Lowe | Towards Data Science https://towardsdatascience.com/openais-gpt-2-the-model-the-hype-and-the-controversy-1109f4bfd5e8 0 comments
- Why Git and Git-LFS is not enough to solve the Machine Learning Reproducibility crisis | by David Herron | Towards Data Science https://towardsdatascience.com/why-git-and-git-lfs-is-not-enough-to-solve-the-machine-learning-reproducibility-crisis-f733b49e96e8 0 comments
- Artificial Intelligence Confronts a 'Reproducibility' Crisis | WIRED https://www.wired.com/story/artificial-intelligence-confronts-reproducibility-crisis/ 0 comments
- Common Problems When Reproducing A Machine Learning Paper https://derekchia.com/common-problems-when-reproducing-a-machine-learning-paper/ 0 comments
- Introducing: ICLR Reproducibility Challenge Interview Series | by Cecelia Shao | Comet | Medium https://medium.com/comet-ml/introducing-iclr-reproducibility-challenge-interview-series-8155cbd84282 0 comments
- The Reproducibility Challenge as an Educational Tool | by Jesse Dodge | PapersWithCode | Medium https://medium.com/paperswithcode/the-reproducibility-challenge-as-an-educational-tool-cd1596e3716c 0 comments
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