def __repr__(self):
        return "<NamedRequirements({}{})>".format(
            self.name,
            ", filename='{}'".format(self.filename.name) if self.filename
            else "")
def __maximization_step(self):
        self.__pic = []
        self.__means = []
        self.__variances = []