class LogUniformDistribution(Distribution):
def __init__(self):
self.uniform_distribution = UniformDistribution()
def sample(self, box, n):
log_box = [(log(box_p[0]), log(box_p[1])) for box_p in box]
log_set = self.uniform_distribution.sample(log_box, n)
return [
tuple(exp(log_mu_p) for log_mu_p in log_mu) for log_mu in log_set
]
def __init__(self):
self.uniform_distribution = UniformDistribution()