You can manipulate arrays in Python using NumPy by performing various operations such as reshaping, ... Note that reshaping does not create a copy of the array, but only changes its shape attribute.

How NumPy speeds array math in Python. A big part of NumPy’s speed comes from using machine-native datatypes, instead of Python’s object types.