can you please create the code program in PYTHON for me using numpy.
i want to create array matrix Nx1 (N is multiple of 4 and start from 16), and matrix has the value of elements like this:
if N = 16, matrix is
[ 4 4 4 4 -4 -4 -4 -4 4 4 4 4 -4 -4 -4 -4]
if N = 64, matrix is
[8 8 8 8 8 8 8 8 -8 -8 -8 -8 -8 -8 -8 -8 8 8 8 8 8 8 8 8 -8 -8 -8
-8 -8 -8 -8 -8 8 8 8 8 8 8 8 8 -8 -8 -8 -8 -8 -8 -8 -8 8 8 8 8 8 8
8 8 -8 -8 -8 -8 -8 -8 -8 -8]
if N = 256, matrix is
[16 16 16 16 16 16 16 16 16 16 16 16 16 16 16 16 -16 -16 -16 -16
-16 -16 -16 -16 -16 -16 -6 -16 -16 -16 -16 -16 16 16 16 16 16 16 16
16 16 16 16 16 16 16 16 16 -16 -16 -16 -16 -16 -16 -16 -16 -16 -16
-6 -16 -16 -16 -16 -16 16 16 16 16 16 16 16 16 16 16 16 16 16 16 16
16 -16 -16 -16 -16 -16 -16 -16 -16 -16 -16 -6 -16 -16 -16 -16 -16
16 16 16 16 16 16 16 16 16 16 16 16 16 16 16 16 -16 -16 -16 -16 -16
-16 -16 -16 -16 -16 -6 -16 -16 -16 -16 -16 16 16 16 16 16 16 16 16
16 16 16 16 16 16 16 16 -16 -16 -16 -16 -16 -16 -16 -16 -16 -16 -6
-16 -16 -16 -16 -16 16 16 16 16 16 16 16 16 16 16 16 16 16 16 16 16
-16 -16 -16 -16 -16 -16 -16 -16 -16 -16 -6 -16 -16 -16 -16 -16 16
16 16 16 16 16 16 16 16 16 16 16 16 16 16 16 -16 -16 -16 -16 -16
-16 -16 -16 -16 -16 -6 -16 -16 -16 -16 -16 16 16 16 16 16 16 16 16
16 16 16 16 16 16 16 16 -16 -16 -16 -16 -16 -16 -16 -16 -16 -16 -6
-16 -16 -16 -16 -16]
and so on for N = 1024, 4096, etc
please paste the code.
Python Code:
'''
To create array matrix Nx1 (N is multiple of 4 and start from 16),
and matrix has the value of
elements like this:
if N = 16, matrix is
[ 4 4 4 4 -4 -4 -4 -4 4 4 4 4 -4 -4 -4 -4]
if N = 64, matrix is
[8 8 8 8 8 8 8 8 -8 -8 -8 -8 -8 -8 -8 -8 8 8 8 8 8 8 8 8 -8 -8 -8
-8 -8 -8 -8 -8
8 8 8 8 8 8 8 8 -8 -8 -8 -8 -8 -8 -8 -8 8 8 8 8 8 8 8 8 -8 -8 -8 -8
-8 -8 -8 -8]
'''
import numpy as np
def gen_matrix(N):
# assumed that N is a multiple of 4
sqrt_N = int(np.sqrt(N)) # type of np.sqrt(N) is
np.float64 so converting to int for further use
final_array = np.array([])
final_array = final_array.astype(int) # converting the
array type from np.float64 to int
# iterating to fill up the final_array
for i in range(sqrt_N):
temp = ((-1)**i)*sqrt_N #
calculating the value of the array elements
temp_list = [temp]*sqrt_N #
creating an array of sqrt_N elems each having value=temp
final_array =
np.append(final_array,temp_list) # appending the above created
array into the final array
return final_array
if __name__ == '__main__':
print(gen_matrix(64))
Code Snapshot:
Result:

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