这是一个高斯过程回归和分类工具箱,功能非常齐全,可以为解决高斯过程相关的问题提供很多帮助
资源文件列表
gpml-matlab-v3.6-2015-07-07/.octaverc , 8
gpml-matlab-v3.6-2015-07-07/Copyright , 1838
gpml-matlab-v3.6-2015-07-07/cov/covADD.m , 3632
gpml-matlab-v3.6-2015-07-07/cov/covConst.m , 1146
gpml-matlab-v3.6-2015-07-07/cov/covCos.m , 1468
gpml-matlab-v3.6-2015-07-07/cov/covDiscrete.m , 2401
gpml-matlab-v3.6-2015-07-07/cov/covEye.m , 1406
gpml-matlab-v3.6-2015-07-07/cov/covFITC.m , 1761
gpml-matlab-v3.6-2015-07-07/cov/covGaborard.m , 2875
gpml-matlab-v3.6-2015-07-07/cov/covGaboriso.m , 2329
gpml-matlab-v3.6-2015-07-07/cov/covGrid.m , 10069
gpml-matlab-v3.6-2015-07-07/cov/covLIN.m , 1054
gpml-matlab-v3.6-2015-07-07/cov/covLINard.m , 1545
gpml-matlab-v3.6-2015-07-07/cov/covLINiso.m , 1364
gpml-matlab-v3.6-2015-07-07/cov/covLINone.m , 1353
gpml-matlab-v3.6-2015-07-07/cov/covMask.m , 2139
gpml-matlab-v3.6-2015-07-07/cov/covMaternard.m , 2660
gpml-matlab-v3.6-2015-07-07/cov/covMaterniso.m , 2037
gpml-matlab-v3.6-2015-07-07/cov/covNNone.m , 2062
gpml-matlab-v3.6-2015-07-07/cov/covNoise.m , 1745
gpml-matlab-v3.6-2015-07-07/cov/covPERard.m , 3588
gpml-matlab-v3.6-2015-07-07/cov/covPeriodic.m , 1668
gpml-matlab-v3.6-2015-07-07/cov/covPeriodicNoDC.m , 3630
gpml-matlab-v3.6-2015-07-07/cov/covPERiso.m , 3145
gpml-matlab-v3.6-2015-07-07/cov/covPoly.m , 1487
gpml-matlab-v3.6-2015-07-07/cov/covPPard.m , 3090
gpml-matlab-v3.6-2015-07-07/cov/covPPiso.m , 2500
gpml-matlab-v3.6-2015-07-07/cov/covPref.m , 1179
gpml-matlab-v3.6-2015-07-07/cov/covProd.m , 2214
gpml-matlab-v3.6-2015-07-07/cov/covRQard.m , 2246
gpml-matlab-v3.6-2015-07-07/cov/covRQiso.m , 1851
gpml-matlab-v3.6-2015-07-07/cov/covScale.m , 3043
gpml-matlab-v3.6-2015-07-07/cov/covSEard.m , 2022
gpml-matlab-v3.6-2015-07-07/cov/covSEfact.m , 3106
gpml-matlab-v3.6-2015-07-07/cov/covSEiso.m , 1654
gpml-matlab-v3.6-2015-07-07/cov/covSEisoU.m , 1520
gpml-matlab-v3.6-2015-07-07/cov/covSEvlen.m , 3073
gpml-matlab-v3.6-2015-07-07/cov/covSM.m , 4787
gpml-matlab-v3.6-2015-07-07/cov/covSum.m , 2021
gpml-matlab-v3.6-2015-07-07/covFunctions.m , 6009
gpml-matlab-v3.6-2015-07-07/doc/changelog , 330
gpml-matlab-v3.6-2015-07-07/doc/checkmark.png , 198
gpml-matlab-v3.6-2015-07-07/doc/demoClassification.m , 4687
gpml-matlab-v3.6-2015-07-07/doc/demoGrid.m , 1300
gpml-matlab-v3.6-2015-07-07/doc/demoRegression.m , 5114
gpml-matlab-v3.6-2015-07-07/doc/f1.gif , 4990
gpml-matlab-v3.6-2015-07-07/doc/f2.gif , 15082
gpml-matlab-v3.6-2015-07-07/doc/f3.gif , 13866
gpml-matlab-v3.6-2015-07-07/doc/f4.gif , 13141
gpml-matlab-v3.6-2015-07-07/doc/f5.gif , 19258
gpml-matlab-v3.6-2015-07-07/doc/f6.gif , 28470
gpml-matlab-v3.6-2015-07-07/doc/f7.gif , 31055
gpml-matlab-v3.6-2015-07-07/doc/f8.gif , 14698
gpml-matlab-v3.6-2015-07-07/doc/f9.png , 22438
gpml-matlab-v3.6-2015-07-07/doc/gpml_randn.m , 1109
gpml-matlab-v3.6-2015-07-07/doc/index.html , 59976
gpml-matlab-v3.6-2015-07-07/doc/manual.pdf , 500618
gpml-matlab-v3.6-2015-07-07/doc/README , 16799
gpml-matlab-v3.6-2015-07-07/doc/style.css , 77
gpml-matlab-v3.6-2015-07-07/doc/usageClassification.m , 2660
gpml-matlab-v3.6-2015-07-07/doc/usageCov.m , 3635
gpml-matlab-v3.6-2015-07-07/doc/usageLik.m , 2281
gpml-matlab-v3.6-2015-07-07/doc/usageMean.m , 2196
gpml-matlab-v3.6-2015-07-07/doc/usagePrior.m , 3468
gpml-matlab-v3.6-2015-07-07/doc/usageRegression.m , 2745
gpml-matlab-v3.6-2015-07-07/doc/usageSampling.m , 2636
gpml-matlab-v3.6-2015-07-07/gp.m , 9778
gpml-matlab-v3.6-2015-07-07/inf/infEP.m , 6048
gpml-matlab-v3.6-2015-07-07/inf/infExact.m , 2256
gpml-matlab-v3.6-2015-07-07/inf/infFITC.m , 5695
gpml-matlab-v3.6-2015-07-07/inf/infFITC_EP.m , 12117
gpml-matlab-v3.6-2015-07-07/inf/infFITC_Laplace.m , 11371
gpml-matlab-v3.6-2015-07-07/inf/infGrid.m , 7789
gpml-matlab-v3.6-2015-07-07/inf/infGrid_Laplace.m , 13627
gpml-matlab-v3.6-2015-07-07/inf/infKL.m , 10289
gpml-matlab-v3.6-2015-07-07/inf/infLaplace.m , 7948
gpml-matlab-v3.6-2015-07-07/inf/infLOO.m , 4252
gpml-matlab-v3.6-2015-07-07/inf/infMCMC.m , 10673
gpml-matlab-v3.6-2015-07-07/inf/infPrior.m , 5783
gpml-matlab-v3.6-2015-07-07/inf/infVB.m , 6186
gpml-matlab-v3.6-2015-07-07/infMethods.m , 2740
gpml-matlab-v3.6-2015-07-07/lik/likBeta.m , 4830
gpml-matlab-v3.6-2015-07-07/lik/likErf.m , 2975
gpml-matlab-v3.6-2015-07-07/lik/likExp.m , 1408
gpml-matlab-v3.6-2015-07-07/lik/likGamma.m , 4573
gpml-matlab-v3.6-2015-07-07/lik/likGauss.m , 3481
gpml-matlab-v3.6-2015-07-07/lik/likGaussWarp.m , 9109
gpml-matlab-v3.6-2015-07-07/lik/likGumbel.m , 3976
gpml-matlab-v3.6-2015-07-07/lik/likInvGauss.m , 4679
gpml-matlab-v3.6-2015-07-07/lik/likLaplace.m , 6922
gpml-matlab-v3.6-2015-07-07/lik/likLogistic.m , 6137
gpml-matlab-v3.6-2015-07-07/lik/likMix.m , 8252
gpml-matlab-v3.6-2015-07-07/lik/likNegBinom.m , 4709
gpml-matlab-v3.6-2015-07-07/lik/likPoisson.m , 4178
gpml-matlab-v3.6-2015-07-07/lik/likSech2.m , 8514
gpml-matlab-v3.6-2015-07-07/lik/likT.m , 4775
gpml-matlab-v3.6-2015-07-07/lik/likUni.m , 2614
gpml-matlab-v3.6-2015-07-07/lik/likWeibull.m , 4548
gpml-matlab-v3.6-2015-07-07/likFunctions.m , 4298
gpml-matlab-v3.6-2015-07-07/mean/meanConst.m , 655
gpml-matlab-v3.6-2015-07-07/mean/meanDiscrete.m , 923
gpml-matlab-v3.6-2015-07-07/mean/meanGP.m , 711
gpml-matlab-v3.6-2015-07-07/mean/meanGPexact.m , 2407
gpml-matlab-v3.6-2015-07-07/mean/meanLinear.m , 731
gpml-matlab-v3.6-2015-07-07/mean/meanMask.m , 1118
gpml-matlab-v3.6-2015-07-07/mean/meanNN.m , 780
gpml-matlab-v3.6-2015-07-07/mean/meanOne.m , 486
gpml-matlab-v3.6-2015-07-07/mean/meanPoly.m , 1310
gpml-matlab-v3.6-2015-07-07/mean/meanPow.m , 971
gpml-matlab-v3.6-2015-07-07/mean/meanPref.m , 780
gpml-matlab-v3.6-2015-07-07/mean/meanProd.m , 2028
gpml-matlab-v3.6-2015-07-07/mean/meanScale.m , 914
gpml-matlab-v3.6-2015-07-07/mean/meanSum.m , 1865
gpml-matlab-v3.6-2015-07-07/mean/meanZero.m , 387
gpml-matlab-v3.6-2015-07-07/meanFunctions.m , 2007
gpml-matlab-v3.6-2015-07-07/prior/priorClamped.m , 528
gpml-matlab-v3.6-2015-07-07/prior/priorClampedMulti.m , 538
gpml-matlab-v3.6-2015-07-07/prior/priorDelta.m , 528
gpml-matlab-v3.6-2015-07-07/prior/priorDeltaMulti.m , 538
gpml-matlab-v3.6-2015-07-07/prior/priorGamma.m , 1357
gpml-matlab-v3.6-2015-07-07/prior/priorGauss.m , 885
gpml-matlab-v3.6-2015-07-07/prior/priorGaussMulti.m , 1846
gpml-matlab-v3.6-2015-07-07/prior/priorInvGauss.m , 1148
gpml-matlab-v3.6-2015-07-07/prior/priorLaplace.m , 830
gpml-matlab-v3.6-2015-07-07/prior/priorLaplaceMulti.m , 1923
gpml-matlab-v3.6-2015-07-07/prior/priorLogNormal.m , 950
gpml-matlab-v3.6-2015-07-07/prior/priorMix.m , 1266
gpml-matlab-v3.6-2015-07-07/prior/priorSmoothBox1.m , 1771
gpml-matlab-v3.6-2015-07-07/prior/priorSmoothBox2.m , 2034
gpml-matlab-v3.6-2015-07-07/prior/priorT.m , 1144
gpml-matlab-v3.6-2015-07-07/prior/priorTMulti.m , 2232
gpml-matlab-v3.6-2015-07-07/prior/priorTransform.m , 1198
gpml-matlab-v3.6-2015-07-07/prior/priorWeibull.m , 940
gpml-matlab-v3.6-2015-07-07/priorDistributions.m , 2039
gpml-matlab-v3.6-2015-07-07/README , 16799
gpml-matlab-v3.6-2015-07-07/startup.m , 800
gpml-matlab-v3.6-2015-07-07/test_sparse.m , 2003
gpml-matlab-v3.6-2015-07-07/util/binaryEPGP.m , 3051
gpml-matlab-v3.6-2015-07-07/util/binaryGP.m , 4967
gpml-matlab-v3.6-2015-07-07/util/binaryLaplaceGP.m , 3608
gpml-matlab-v3.6-2015-07-07/util/brentmin.m , 3964
gpml-matlab-v3.6-2015-07-07/util/cov_deriv_sq_dist.m , 1906
gpml-matlab-v3.6-2015-07-07/util/elsympol.m , 699
gpml-matlab-v3.6-2015-07-07/util/gauher.m , 2245
gpml-matlab-v3.6-2015-07-07/util/glm_invlink_exp.m , 443
gpml-matlab-v3.6-2015-07-07/util/glm_invlink_expexp.m , 427
gpml-matlab-v3.6-2015-07-07/util/glm_invlink_logistic.m , 686
gpml-matlab-v3.6-2015-07-07/util/glm_invlink_logit.m , 786
gpml-matlab-v3.6-2015-07-07/util/gpr.m , 2487
gpml-matlab-v3.6-2015-07-07/util/lbfgsb.m , 2931
gpml-matlab-v3.6-2015-07-07/util/lbfgsb/array.h , 4556
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