numba seems to hit the sweet spot for most numerics for me. it can get a little annoying with type inference issues but overall it seems the most concise and le

numba seems to hit the sweet spot for most numerics for me. it can get a little annoying with type inference issues but overall it seems the most concise and least hassle for moving loops into optimized machine code.