Assignment 4
1 Numpy
1.1
Create a 2D numpy array given below using the builin numpy functions.
25 25 25 25 25 25 25 25 25 25
25 −3 −3 −3 −3 −3 −3 −3 −3 25
25 −3 0 0 0 0 −9 6 −3 25
25 −3 0 0 0 −9 0 6 −3 25
25 −3 0 0 −9 0 0 6 −3 25
25 −3 0 −9 0 0 0 6 −3 25
25 −3 −9 0 0 0 0 6 −3 25
25 −3 −3 −3 −3 −3 −3 −3 −3 25
25 25 25 25 25 25 25 25 25 25
1.2
Perform matrix multiplication between the following matrices below using numpy
builtin functions. Print out the resultant matrix along with its shape.
16 5
5 3
−3 19
7 17
13 78 42 13 23 3 66 1
5 5 −3 17 27 1 53 7
1.3
Write a NumPy program to create a 3x3x3 array filled with random integer values.
Replace the middle layer with all ones using the np.ones function
2 -Topic Name2.1
Create a random 5x5 numpy array composed on integers (range 0-100), and then
calculate its determinant. Sort this array using the np.sort() function.
1
2.2
Crete a 10x10 random integer numpy array (range 0-100).
• Using loops find the biggest entry in this numpy array
• Now use the builtin function to find the biggest entry
2.3
Write a program that finds the square and cube of all numbers from 0 to 100,
• First use loops to do this
• Now do the same thing using numpy arrays