Python objects are “reference counted ... a pointer to the object), or placed in a container object (added to an array), the object’s count is incremented. Conversely, whenever a reference ...

A big part of NumPy’s speed comes from using machine-native datatypes, instead of Python’s object types. But the other big reason NumPy is fast is because it provides ways to work with arrays ...