A big part of NumPy’s speed comes from using machine-native datatypes, instead of Python’s object types ... built-in operations for creating new arrays without looping: creating arrays ...

The Python programming language releases new versions yearly ... addition is the specializing adaptive interpreter. Since an object’s type rarely changes, the interpreter now attempts to ...