If I want to bulid a 3-dimensional array And I can write something like this (x is the 3-dimensional array)
for i in range(pN):
for j in range(C):
for k in range(K+1):
X[i][j][k] = random.uniform(0,1) #random initialize
But how can I make this code to be more readable? (For example, don't use 3 for loop)
Thanks!
Just use numpy random function:
https://docs.scipy.org/doc/numpy-1.15.1/reference/generated/numpy.random.rand.html
It will generate random array of a shape you want (like 3x2x3)
np.random.rand(3,2,3)
you can use numpy
import numpy as np
np.random.random((pN,C,K))
Use numpy instead.
First install it with
pip install -U numpy
In terminal or windows command prompt.
Then in python program import it with:
import numpy as np
And then use random.rand:
np.random.rand((pN,C,K))
import numpy as np
X = np.random.uniform(0, 1, (x, y, z))
# x, y, z would represent the size of each dimension
