Random Pooler

Creates combinations from lists of discrete values using random selection.

Example

To illustrate the concept of a random pool of size 3, let's consider a situation where a certain condition is defined by two variables: \(x_{1}\) and \(x_{2}\). The variable \(x_{1}\) can take on the values of 1, 2, or 3, while \(x_{2}\) can take on the values of 4, 5, or 6.

\(x_{1}\)	\(x_{2}\)
1	4
2	5
3	6

This means that there are 9 possible combinations for these variables (3x3), from which a random pool of size 3 draws 3 combinations.

	4	5	6
1	X	(1,5)	X
2	X	X	X
3	(3,4)	(3,5)	X

Example Code

from autora.experimentalist.random import random_pool

pool = random_pool([1, 2, 3], [4, 5, 6], num_samples=3)