NumPy Vectorization

Vectorization, in simple words, means optimizing the algorithm so that it can run multiple operations from a single instruction. NumPy is all about vectorization. If you are familiar with Python, this is the main difficulty you’ll face because you’ll need to change your way of thinking and your new friends (among others) are named “vectors”, “arrays”, “views” or "ufuncs".

Note: A custom magic command timeit is used in all codes. It’s a tool for measuring the execution time of small ...