Re:Python JITs are coming
by forgotpwtomain on Wednesday August 24, 2016 @12:07AM
(#12349611)
It would be awesome if you have a blog post or another resource that contains some of your work experience that you can link? I'd be very interested.
The best I can offer are my previous HN comments on the topic, at https://hn.algolia.com/?query=dalke%20numpy&sort=byPopularit... and http://www.dalkescientific.com/writings/diary/archive/2011/1... .
I don't see what's awesome or all that interesting about it.
I've been doing scientific software development now for 20 years. I do non-numerical scientific computing, originally structural biology, then bioinformatics, and now chemical informatics, the last dominated by graph theory.
I rarely use NumPy and effectively never the languages you mentioned. Last year on one project I did use a hypergeometric survival function from SciPy, then re-implemented it in Python so I wouldn't have the large dependency for what was a few tens of lines of code.
Biopython, as another example, has almost no dependencies on NumPy, and works under PyPy.