How to Compare Two Arrays in Python Without Linking Them?

If you want to compare two arrays in Python without considering their memory location (i.e., without linking them), you can use the np.array_equal() function from the NumPy library. This function compares the elements of the arrays, regardless of their memory addresses. Here’s an example:

import numpy as np

arr1 = np.array([1, 2, 3])
arr2 = np.array([1, 2, 3])

result = np.array_equal(arr1, arr2)
print(result)

Output:

True

In this example, we use the np.array_equal() function to compare the arrays arr1 and arr2. The function checks if the elements in both arrays are equal, regardless of the memory location of the arrays. The resulting Boolean value (result) indicates whether the arrays are equal or not.

If the arrays have the same shape and contain the same elements in the same order, the function will return True. Otherwise, it will return False.

Make sure you have the NumPy library installed (pip install numpy) before running this code. By using np.array_equal(), you can compare two arrays without considering their memory locations and determine if they are equal.