Simulation of Monty Hall Problem

monty_hall_problem_4.py

# Probability of winning the game (switch the door)
plotnine.options.figure_size = (10, 4.8)
(
    ggplot(
        data = df_switch
    )+
    geom_line(
        aes(x = 'iter',
            y = 'win_rate',
            group = 1),
        size = 1)+
    ylim(
        [0, 1]
    )+
    scale_x_continuous(
        breaks = range(0, len(df_switch) + 100, 100)
    )+
    labs(
        title = 'Probability of winning the game (switch the door)'
    )+
    xlab(
        xlab = 'Number of iteration'
    )+
    ylab(
        ylab = 'Probability'
    )+
    theme_minimal()
)