How do I normalize a vector?

To normal ize a vector , you can divide each element of the vector by its maximum value . This will ensure that all elements of the vector are between 0 and 1 . Here ' s an example in Python : \n `` ` \n import numpy as np \n \n # Define a vector \n vector = np . array ([ 1 0 , 2 0 , 3 0 ]) \n \n # Normal ize the vector \n normal ized _ vector = vector / vector . max () \n \n # Print the normalized vector \n print ( normal ized _ vector ) \n `` ` \n This will output : \n `` ` \n [ 0 . 3 3 3 3 3 3 3 3 0 . 6 6 6 6 6 6 6 7 1 .] \n `` ` \n In this example , the maximum value of the vector is 3 0 , so each element of the vector is divided by 3 0 to normal ize it . </s>