I would like to use numpy.random.choice()
but make sure that the draws are spaced by at least a certain "interval":
As a concrete example,
import numpy as np
np.random.seed(123)
interval = 5
foo = np.random.choice(np.arange(1,50), 5) ## 5 random draws between array([ 1, 2, ..., 50])
print(foo)
## array([46, 3, 29, 35, 39])
I would prefer these be spaced by at least the interval+1
, i.e. 5+1=6. In the above example, there should be another random draw, as 35 and 39 are separated by 4, which is less than 6.
The array array([46, 3, 29, 15, 39])
would be ok, as all draws are spaced by at least 6.
numpy.random.choice(array, size)
draws size
number of draws in array
. Is there another function used to check the "spacing" between elements in a numpy array? I could write the above with an if/while statement, but I'm not sure how to most efficiently check the spacing of elements in a numpy array.
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