public static void Main()
    {
        modshogun.init_shogun_with_defaults();

        double[,] data = Load.load_numbers("../data/fm_train_real.dat");

        RealFeatures           features     = new RealFeatures(data);
        LocallyLinearEmbedding preprocessor = new LocallyLinearEmbedding();

        preprocessor.set_target_dim(1);
        preprocessor.apply(features);
    }
	public static void Main() {

		modshogun.init_shogun_with_defaults();

		double[,] data = Load.load_numbers("../data/fm_train_real.dat");

		RealFeatures features = new RealFeatures(data);
		LocallyLinearEmbedding preprocessor = new LocallyLinearEmbedding();
		preprocessor.set_target_dim(1);
		preprocessor.apply(features);

	}
    static void Main(string[] argv)
    {
        modshogun.init_shogun_with_defaults();

        DoubleMatrix data = Load.load_numbers("../data/fm_train_real.dat");

        RealFeatures features = new RealFeatures(data);
        LocallyLinearEmbedding preprocessor = new LocallyLinearEmbedding();
        preprocessor.set_target_dim(1);
        preprocessor.apply_to_feature_matrix(features);

        modshogun.exit_shogun();
    }