Numba Alternatives
Numba
Numba gives you the power to speed up your applications with high performance functions written directly in Python. With a few annotations, array-oriented and math-heavy Python code can be just-in-time compiled to native machine instructions, similar in performance to C, C++ and Fortran, without having to switch languages or Python interpreters.
Numba works by generating optimized machine code using the LLVM compiler infrastructure at import time, runtime, or statically (using the included pycc tool). Numba supports compilation of Python to run on either CPU or GPU hardware, and is designed to integrate with the Python scientific software stack.
Best Numba Alternatives for Linux
Are you looking for alternatives to Numba? Please see our top picks. In this article, we provide the list of some Numba alternatives that will work on Windows and other platforms.
Cython
FreeOpen SourceMacWindowsLinuxCython is a language that makes writing C extensions for the Python language as easy as Python itself. Cython is based on the well-known Pyrex, but supports more cutting...
Features:
- Compiler
- Python
Shed Skin
FreeOpen SourceMacWindowsLinuxShed Skin is an experimental compiler, that can translate pure, but implicitly statically typed Python (2.4-2.6) programs into optimized C++. It can generate stand-alone...
Features:
- Compiler
- Python
Numba Reviews
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