How do I perform operations on NumPy arrays?

How do I perform operations on NumPy arrays?

You can perform various operations like addition, subtraction, multiplication, and division on NumPy arrays. What specific operation are you interested in?

Can you show me how to add two arrays together?

Sure! You can add two NumPy arrays using the + operator. For example:

import numpy as np
array1 = np.array([1, 2, 3])
array2 = np.array([4, 5, 6])
result = array1 + array2
print(result)  # Output: [5 7 9]

What if the arrays have different shapes?

If the arrays have different shapes, NumPy will try to broadcast them to a common shape. If they can't be broadcasted, you'll get an error. Would you like an example?