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I think most scientific apps written in Python rely on native non-pure-python (written in C, Fortran etc...) modules which I'd expect to not work in this context.



If you wanted to go crazy you could use Emscripten but I could easily see pushing the C+Python parts to a server-side web service and then using Pypy.js for the rest.




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