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Re:Distill: a modern machine learning journal by minimaxir on Monday March 20, 2017 @02:23PM (#13916424)
The announcements and About page indicate an emphasis on visuals and presentation, which I apprI've. But when I think of "modern machine learning," I think of open-source and reproducibility (e.g. Jupyter notebooks).

Will the papers published on Distill maintain transparency of the statistical process?

I see in the submission notes that articles are required to be a public GitHub repo, which is a positive indicator. Although the actual code itself does not seem to be a requirement.

Re:Distill: a modern machine learning journal by shancarter on Monday March 20, 2017 @03:26PM (#13916943)
I totally agree that this is very important. While it isn't currently our primary focus, having a publishing platform that can accommodate a variety of content types (including code and data) feels like a step in the right direction.