Monty Hall game simulation

Monty Hall_.idea_.name

Monty Hall

Monty Hall_.idea_encodings.xml

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Monty Hall_.idea_misc.xml

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Monty Hall_.idea_modules.xml

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Monty Hall_.idea_Monty Hall.iml

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Monty Hall_.idea_scopes_scope_settings.xml

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Monty Hall_MontyHall___init__.py

__author__ = 'Maxime'

Monty Hall_MontyHall_MontyHall.py

__author__ = 'Maxime'

import random


def monty_hall():
    # Setting up the game.
    doors = (1, 2, 3)
    prize_door = random.choice(doors)

    # It is time to play, choose a door!
    chose_door = random.choice(doors)

    # Let open one of those door!
    # This is the part were the host open one of the door that have a goat behind.
    opened_door = random.choice(list(set(doors)-{prize_door, chose_door}))

    # Do you wanna swap the door you chose?
    swappable_door = list(set(doors)-{chose_door, opened_door})[0]

    # Now the results.
    win_if_kept_the_chosen_door = prize_door == chose_door
    win_if_swapped_the_door = prize_door == swappable_door

    return win_if_kept_the_chosen_door, win_if_swapped_the_door

Monty Hall_MontyHall_Simulation.py

__author__ = 'Maxime'

from MontyHall.MontyHall import monty_hall


def simulate_games(number_of_games):
    count_win_kept = 0
    count_win_swap = 0
    while number_of_games > 0:
        number_of_games -= 1
        win_kept, win_swap = monty_hall()
        if win_kept:
            count_win_kept += 1
        elif win_swap:
            count_win_swap += 1
    return {"win_kept":count_win_kept, "win_swap":count_win_swap}

Monty Hall_RunSimulation.py

__author__ = 'Maxime'

from MontyHall.Simulation import simulate_games

result = simulate_games(1000000)

print("Win % when keeping the same door:", result["win_kept"]/(result["win_kept"]+result["win_swap"]))
print("Win % when swapping the door:", result["win_swap"]/(result["win_kept"]+result["win_swap"]))