As noted above, NumPy arrays behave a lot like other Python objects, for the sake of convenience. For instance, they can be indexed like lists; arr[0] accesses the first element of a NumPy array.

NumPy gives Python users a wickedly fast library for ... not through repeated calls to Cython for each element in the array. Pass properly typed NumPy arrays to Cython functions Any functions ...