def yaml(self):
        return yaml.dump(self.serialized, default_flow_style=False,
                         encoding=None)
def animate_cluster_allocation(data, observer, animation_velocity = 75, movie_fps = 1, save_movie = None):
        """!
        @brief Animates clustering process that is performed by EM algorithm.