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NumPy is known for being fast, but there's always room for improvement. Learn how to use Cython to iterate over NumPy arrays at the speed of C.
NumPy arrays have many of the behaviors of conventional Python objects, ... For instance, if we wanted to take x1 and use np.add to sum the array, we could use the .add method np.add.accumulate ...