Gaussian-process-regression

Directory: AI-NN-PR
Plat: matlab
Size: 833KB
Downloads: 100
Upload time: 2016-01-22 18:19:02
Uploader: 王芳
Description:   Gaussian process regression and classification code, content, there are instances, comments clear.Including classification and forecasting return series, is worthy of reference for anyone interested in learning.

File list:
gaussian
........\calcGP.m,2551,2012-04-27
........\GPtutorial.m,2919,2012-10-27
........\GPtutorialFcn.m,2043,2011-03-31
........\hypSample.m,509,2011-02-03
........\k_GP.m,1436,2010-11-09
........\stdRegion.m,599,2012-10-27
gpml
....\doc
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....\...\alg51.gif,60084,2006-03-07
....\...\alg52.gif,41085,2006-03-07
....\...\classification.html,34439,2006-03-26
....\...\fig2d.gif,36772,2006-03-15
....\...\fig2de1.gif,35364,2006-03-15
....\...\fig2de2.gif,42683,2006-03-15
....\...\fig2de3.gif,38483,2006-03-15
....\...\fig2dl1.gif,34059,2006-03-15
....\...\fig2dl2.gif,40431,2006-03-15
....\...\fig2dl3.gif,38375,2006-03-15
....\...\figepp.gif,17875,2006-03-10
....\...\figepp2.gif,23299,2006-03-10
....\...\figl.gif,6109,2006-03-27
....\...\figl1.gif,21386,2006-03-07
....\...\figlapp.gif,17854,2006-03-09
....\...\figlapp2.gif,25557,2006-03-09
....\...\figlf.gif,16078,2006-03-27
....\...\figlm.gif,16712,2006-03-27
....\...\index.html,3461,2007-06-26
....\...\regression.html,16598,2006-03-29
....\...\sparse-approx.html,7738,2006-03-29
....\...\style.css,77,2006-03-07
....\gpml
....\....\approxEP.m,5097,2007-07-24
....\....\approximations.m,1936,2007-06-27
....\....\approxLA.m,3094,2007-06-26
....\....\binaryEPGP.m,2671,2007-06-26
....\....\binaryGP.m,6941,2007-06-27
....\....\binaryLaplaceGP.m,3071,2007-06-26
....\....\Contents.m,2656,2007-06-26
....\....\Copyright,776,2007-06-26
....\....\covConst.m,774,2007-07-24
....\....\covFunctions.m,4136,2006-05-15
....\....\covLINard.m,1046,2006-03-27
....\....\covLINone.m,984,2006-03-27
....\....\covMatern3iso.m,1392,2007-06-26
....\....\covMatern5iso.m,1417,2007-06-26
....\....\covNNone.m,2060,2007-06-26
....\....\covNoise.m,1065,2006-03-24
....\....\covPeriodic.m,1085,2006-04-07
....\....\covProd.m,2582,2006-04-07
....\....\covRQard.m,1811,2007-06-26
....\....\covRQiso.m,1647,2007-06-26
....\....\covSEard.m,1713,2007-06-26
....\....\covSEiso.m,1349,2007-06-27
....\....\covSum.m,2400,2006-03-21
....\....\cumGauss.m,3383,2007-06-26
....\....\gauher.m,2235,2007-07-24
....\....\gpr.m,2811,2006-03-27
....\....\gprSRPP.m,2963,2006-03-30
....\....\likelihoods.m,1222,2007-06-26
....\....\logistic.m,4453,2007-07-25
....\....\Makefile,131,2006-03-29
....\....\minimize.m,8995,2006-09-08
....\....\solve_chol.c,1236,2006-03-13
....\....\solve_chol.m,991,2006-03-13
....\....\sq_dist.c,1931,2006-03-13
....\....\sq_dist.m,2186,2006-03-13
....\gpml-demo
....\.........\Contents.m,791,2006-03-27
....\.........\data_6darm.mat,22768,2006-03-13
....\.........\data_boston.mat,57040,2006-03-29
....\.........\demo_ep_2d.m,7012,2006-03-29
....\.........\demo_ep_usps.m,6130,2006-03-29
....\.........\demo_gparm.m,8178,2016-01-08
....\.........\demo_gpr.m,9381,2016-01-02
....\.........\demo_gprsparse.m,6512,2016-01-01
....\.........\demo_laplace_2d.m,7257,2006-03-29
....\.........\demo_laplace_usps.m,6134,2006-03-29
....\.........\gparm_fval.fig,3904,2016-01-11
....\.........\gparm_res.std.fig,8399,2016-01-11
....\.........\gprgai.m,2609,2016-01-11
....\README,6291,2007-07-25

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