this post was submitted on 16 Sep 2024
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Best scientific packages in the open source by far, a library for everything, everybody knows it. Works on all kinds of systems. Available by default in many OSs.
You might not like it, but you can't leave.
The summary that I liked from the last post was "python is the second best language for everything". There's always something specialized and better for every given job. But, if you want one tool that'll do a solid job everywhere, python is your go to.
I literally used to say this last decade, but as I grew experienced with more languages/paradigms/systems, it became 3rd best, then 4th, until I realized it actually not really great at anything other than there is an large ecosystem around it (wildly varying in quality). To some that might be enough, & going outside what you know isn’t typically the most wise thing to do, but it’s not particularly simple, or readble, or performance, or composable, or offering great patterns. Anything that used Python in Nixpkgs tend to be the most unreliable software for actually building & using.