GMM-GMR-v1.2
所属分类：matlab编程
开发工具：MultiPlatform
文件大小：1010KB
下载次数：49
上传日期：2009-12-02 11:32:00
上 传 者：
nileser
说明： GMM-GMR is a set of Matlab functions to train a Gaussian Mixture Model (GMM) and retrieve generalized data through Gaussian Mixture Regression (GMR). It allows to encode efficiently any dataset in Gaussian Mixture Model (GMM) through the use of an Expectation-Maximization (EM) iterative learning algorithms. By using this model, Gaussian Mixture Regression (GMR) can then be used to retrieve partial output data by specifying the desired inputs. It then acts as a generalization process that computes conditional probability with respect to partially observed data.
文件列表:
GMM-GMR-v1.2\asd.m (246, 2009-01-05)
GMM-GMR-v1.2\D18.jpg (2331, 2009-01-04)
GMM-GMR-v1.2\D22.jpg (3097, 2009-01-04)
GMM-GMR-v1.2\demo1.m (4527, 2009-01-05)
GMM-GMR-v1.2\demo2.m (4118, 2008-04-18)
GMM-GMR-v1.2\demo3.m (5808, 2009-09-18)
GMM-GMR-v1.2\EM.m (5556, 2009-01-04)
GMM-GMR-v1.2\EM_GM.m (10011, 2009-01-05)
GMM-GMR-v1.2\EM_init_kmeans.m (1625, 2007-11-06)
GMM-GMR-v1.2\Fabric.0001.ppm (786598, 2009-01-04)
GMM-GMR-v1.2\Fabric.0007.ppm (786563, 2009-01-04)
GMM-GMR-v1.2\gaussPDF.m (1003, 2007-11-06)
GMM-GMR-v1.2\GMR.m (4926, 2006-10-13)
GMM-GMR-v1.2\KLD_distanceGMM.m (635, 2009-01-04)
GMM-GMR-v1.2\plotGMM.m (2030, 2006-09-14)
GMM-GMR-v1.2\qwe.m (1909, 2009-01-05)
GMM-GMR-v1.2\data\data1.mat (7384, 2008-04-18)
GMM-GMR-v1.2\data\data2_a.mat (9784, 2008-04-18)
GMM-GMR-v1.2\data\data2_b.mat (1800, 2008-04-18)
GMM-GMR-v1.2\data\data3_a.mat (7392, 2008-04-18)
GMM-GMR-v1.2\data\data3_b.mat (7392, 2008-04-18)
GMM-GMR-v1.2\data (0, 2009-07-14)
GMM-GMR-v1.2 (0, 2009-07-14)
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