import numpy as np
from scipy.stats import norm


class PreferenceExpectedImprovement:
    def __init__(self):
        pass

    def rejection_sampling(self):
        pass

    def expected_improvement(self):
        pass

    def update_user_preference_model(self):
        pass

    def update_proposal_model(self):
        pass