def read(fname):
    return open(os.path.join(os.path.dirname(__file__), fname)).read()
def __normalize_probabilities(self):
        for index_point in range(len(self.__data)):
            probability = 0.0
            for index_cluster in range(len(self.__clusters)):
                probability += self.__rc[index_cluster][index_point]