Ubuntu seems like it has the best compatibility, but any other suggestions for data wrangling, data analysis, data visualization, and machine learning in Julia, Python and R?
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Any distro you are comfortable with.
Debian got me through grad school.
Not the latest and greatest (if you run stable), but if you need the latest e.g. Julia, it’s not too bad to compile it.
I recently installed R on my Arch desktop to play with. Any Linux distro could work well if you install the right things, the distro mostly influences how they get installed afaik.
Bottles and docker could be helpful depending on software supports and your needs.