synthesizer.py 文件源码

def build_normal_distribution(maximum, minimum, mean, deviation, integer=False):
        """
        Build a normal distribution to use for randomizing values for input into transformation functions\n
        :param maximum: Float or int, The maximum value the value can be]\n
        :param minimum: Float or int, The minimum value the value can be\n
        :param mean: Float, the mean (mu) of the normal distribution\n
        :param deviation: Float, the deviation (sigma) of the normal distribution\n
        :param integer: OPTIONAL, whether the value is required to be an integer, otherwise False\n
        :return: Float or int, The value to insert into the transform function
        """
        value = random.gauss(mean, deviation)

        if integer is True:
            value = round(value)

        if value > maximum:
            value = maximum

        elif value < minimum:
            value = minimum

        return value