How do I map tuples in Python using NumPy?

Mapping tuples in Python using NumPy can be achieved through the powerful array manipulation capabilities of NumPy. By converting tuples to NumPy arrays, you can perform various operations efficiently. Here’s an example of how to do this:


        import numpy as np

        # Create a tuple
        tuple_data = (1, 2, 3, 4, 5)

        # Convert the tuple to a NumPy array
        array_data = np.array(tuple_data)

        # Perform a mapping operation, e.g., square each element
        squared_array = np.square(array_data)

        print("Original Tuple:", tuple_data)
        print("Squared Array:", squared_array)