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pure_numba_alias_sampling reviews and mentions
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Numba: A High Performance Python Compiler
It’s not suitable for all use cases.
But I highly highly recommend it if you need to do somewhat complex calculations iterating over numpy arrays for which standard numpy or scipy functions don’t exist. Even then, often we were surprised that we could speed up some of those calculations by placing them inside numba.
Edit: ex of a very small function I wrote with numba that speeds up an existing numpy function (note - written years ago and numba has undergone quite some amount of changes since!): https://github.com/grej/pure_numba_alias_sampling
Disclosure - I now work for Anaconda, the company that sponsors the numba project.
Stats
grej/pure_numba_alias_sampling is an open source project licensed under MIT License which is an OSI approved license.
The primary programming language of pure_numba_alias_sampling is Python.