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Function throw_dice

maths/monte_carlo_dice.py:17–38  ·  view source on GitHub ↗

Return probability list of all possible sums when throwing dice. >>> random.seed(0) >>> throw_dice(10, 1) [10.0, 0.0, 30.0, 50.0, 10.0, 0.0] >>> throw_dice(100, 1) [19.0, 17.0, 17.0, 11.0, 23.0, 13.0] >>> throw_dice(1000, 1) [18.8, 15.5, 16.3, 17.6, 14.2, 17.6]

(num_throws: int, num_dice: int = 2)

Source from the content-addressed store, hash-verified

15
16
17def throw_dice(num_throws: int, num_dice: int = 2) -> list[float]:
18 """
19 Return probability list of all possible sums when throwing dice.
20
21 >>> random.seed(0)
22 >>> throw_dice(10, 1)
23 [10.0, 0.0, 30.0, 50.0, 10.0, 0.0]
24 >>> throw_dice(100, 1)
25 [19.0, 17.0, 17.0, 11.0, 23.0, 13.0]
26 >>> throw_dice(1000, 1)
27 [18.8, 15.5, 16.3, 17.6, 14.2, 17.6]
28 >>> throw_dice(10000, 1)
29 [16.35, 16.89, 16.93, 16.6, 16.52, 16.71]
30 >>> throw_dice(10000, 2)
31 [2.74, 5.6, 7.99, 11.26, 13.92, 16.7, 14.44, 10.63, 8.05, 5.92, 2.75]
32 """
33 dices = [Dice() for i in range(num_dice)]
34 count_of_sum = [0] * (len(dices) * Dice.NUM_SIDES + 1)
35 for _ in range(num_throws):
36 count_of_sum[sum(dice.roll() for dice in dices)] += 1
37 probability = [round((count * 100) / num_throws, 2) for count in count_of_sum]
38 return probability[num_dice:] # remove probability of sums that never appear
39
40
41if __name__ == "__main__":

Callers

nothing calls this directly

Calls 2

DiceClass · 0.85
rollMethod · 0.80

Tested by

no test coverage detected