Numba is an open source, NumPy-aware optimizing compiler for Python sponsored by Anaconda, Inc. It uses the LLVM compiler project to generate machine code from Python syntax.
Numba can compile a large subset of numerically-focused Python, including many NumPy functions. Additionally, Numba has support for automatic parallelization of loops, generation of GPU-accelerated code, and creation of ufuncs and C callbacks.
For more information about Numba, see the Numba homepage: https://numba.pydata.org and the online documentation: https://numba.readthedocs.io/en/stable/index.html
Please follow the instructions:
https://numba.readthedocs.io/en/stable/user/installing.html
Please have a look and the demo notebooks via the mybinder service:
https://mybinder.org/v2/gh/numba/numba-examples/master?filepath=notebooks
Numba has a discourse forum for discussions: