def read(fname):
    return open(os.path.join(os.path.dirname(__file__), fname)).read()
def initialize(self, init_type = ema_init_type.KMEANS_INITIALIZATION):
        """!
        @brief Calculates initial parameters for EM algorithm: means and covariances using
                specified strategy.