In other words, you write something akin to a Python version of what you want to accomplish, then speed it up by adding ... for each element in the array. Pass properly typed NumPy arrays to ...

For instance, they can be indexed like lists; arr[0] accesses the first element of a NumPy array ... apply .add along one axis of a multi-dimensional array, with the results being a new array ...