def __init__(self, filename=None):
        self.filename = None
        if filename:
            self.load(filename)
def __calculate_initial_clusters(self, centers):
        """!
        @brief Calculate Euclidean distance to each point from the each cluster. 
        @brief Nearest points are captured by according clusters and as a result clusters are updated.