High performance python with Numba: Speedup python code upto 375 times with easy to use Numba
High performance #python with Numba: Speedup python code up to 380 times with easy to use #Numba
Numba is an open source and easy to use #NumPy aware python optimization tool. This video on high performance python shows typical speed up of python script using Numba. Numba is Just in Time compiler that gives optimized python code. Numba compiles python code to LLVM byte code to improve python performance.
Numba is easy to use python package that optimizes python and Numpy code to match speed of fortran or c code. 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.