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Mark Woodbridge
Personal blog · markwoodbridge.comdataprogramming
Mark Woodbridge's personal blog at markwoodbridge.com covers data and programming. Since 2017, 3 different Hacker News readers have linked it 3 times, most often “Jupyter Notebooks and reproducible data science”. No feed was found, so read it on the site itself.
Too few sampled comments (1) to say how often HN recommends it.?
Why HN links it
HN readers link this blog for posts on machine learning research reproducibility. The linked material is cited in a thread on Distill, a machine learning journal, and whether its articles are reproducible.
Summarised by Claude from a sample of 1 HN comments that link here. Each comment is marked recommending, critical or neutral (citing without judging); how this works.
Most-linked posts?
- Jupyter Notebooks and reproducible data science3 people · 3 mentions · first linked 2017-03-06
What Hacker News says?
I see this a lot, but I disagree, at least in their current form. They miss a variety of very key parts for reproducibility (which, to be fair, was not their original goal). * Dependencies like libraries are not specified anywhere. * Dependencies on local code are not bundled. * Dependencies on local data are not bundled. * Underlying requirements like LLVM (which needs to be specifically 3.9.X for llvmlite in pytho…
Comment linking /2017/03/05/jupyter-reproducible-science.html
on “Distill: a modern machine learning journal”Submitted Jupyter Notebooks and reproducible data science as a story · 3 points
HN discussionSubmitted An attempt at reproducing published Jupyter notebooks as a story · 2 points
HN discussion