Mean Squared error in Python

You are modifying the index for no reason. A for loop increments it anyways. Also, you are not using the index, for example, you are not using any y[i] - y_pred[i], hence you don't need the loop at all.

Use the arrays

mse = np.mean((y - y_pred)**2)