Perform the following Logical Operations using Numpy Array. thearray = np.array([[10, 20, 30], [14, 24, 36]]). Data science using Python in Anaconda - Jupyter

 Question

1. logical_or(Condition array<10, array>15)

2. logical_and(Condition array<10, array>15)

3. logical_not(Condition array<20)

Program: -

import numpy as np

thearray = np.array([[10, 20, 30], [14, 24, 36]])

print("Orignal Array 1:- \n",thearray,"\n")

print("Logical OR :- \n",np.logical_or(thearray<10,thearray>15))

print("Logical And :- \n",np.logical_and(thearray<10,thearray>15))

print("Logical Not :- \n",np.logical_not(thearray<20))

Output: -

Orignal Array 1:- [[10 20 30] [14 24 36]] Logical OR :- [[False True True] [False True True]] Logical And :- [[False False False] [False False False]] Logical Not :- [[False True True] [False True True]]