37 lines
825 B
Python
37 lines
825 B
Python
import numpy as np
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rng = np.random.default_rng()
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class Player:
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def __init__(self) -> None:
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pass
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def play(self):
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n = 1
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while True:
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if np.random.randint(2):
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return n
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else:
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n += 1
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class Simulator:
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def __init__(self, N:int) -> None:
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self.player = Player()
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self.N = N
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def simulation(self) -> list:
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total = 0
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for _ in range(self.N):
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total += self.player.play()
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return total
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def output(self, n:int) -> None:
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results = np.array([self.simulation() for _ in range(n)])
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wins = np.full(n, self.N)
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wr = wins/results
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print(f"finished {n} times of simulation!")
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print("for total plays:\n\tmean\tstd")
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print(f"\t{np.mean(results)}\t{np.std(results)}")
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print("for win rates:\n\tmean\tstd")
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print(f"\t{np.mean(wr)}\t{np.std(wr)}")
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sim = Simulator(1)
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sim.output(100000)
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print(np.log(2))
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