By writing type-annotated Python code and compiling it to C, you can iterate over NumPy arrays and work directly with their data at the speed of C. This article walks through some key concepts for ...

Loops in Python over NumPy arrays can be optimized automatically this way. But Numba’s optimizations are only automatic up to a point, and may not manifest significant performance improvements ...