matlab 高斯过程回归模型 matlab Gaussian process regression model

上传者: lingyu666hapy | 上传时间: 2019-12-21 18:51:17 | 文件大小: 833KB | 文件类型: rar
高斯过程回归及分类的代码,内容全,有实例,注释清晰。包括分类系列和预测回归系列,值得感兴趣的同学学习借鉴。里面有对应的数据和demo程序,程序可运行,MATLAB2014a下测试通过,其他版本没有测试。(网页版的0

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( 82 个子文件 833KB ) matlab 高斯过程回归模型 matlab Gaussian process regression model
gpml
gpml
sq_dist.c 1.89KB
binaryGP.m 6.78KB
Copyright 776B
gauher.m 2.18KB
Makefile 131B
Contents.m 2.59KB
solve_chol.m 991B
covLINone.m 984B
covMatern5iso.m 1.38KB
binaryEPGP.m 2.61KB
covProd.m 2.52KB
binaryLaplaceGP.m 3.00KB
logistic.m 4.35KB
solve_chol.c 1.21KB
covSEiso.m 1.32KB
cumGauss.m 3.30KB
covConst.m 774B
approximations.m 1.89KB
covSum.m 2.34KB
covPeriodic.m 1.06KB
likelihoods.m 1.19KB
covFunctions.m 4.04KB
covLINard.m 1.02KB
covNNone.m 2.01KB
approxLA.m 3.02KB
covMatern3iso.m 1.36KB
sq_dist.m 2.13KB
approxEP.m 4.98KB
covSEard.m 1.67KB
covRQard.m 1.77KB
covRQiso.m 1.61KB
gprSRPP.m 2.89KB
gpr.m 2.75KB
covNoise.m 1.04KB
minimize.m 8.78KB
gpml-demo
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gparm_res.std.fig 8.20KB
data_boston.mat 55.70KB
demo_laplace_2d.m 7.09KB
gparm_fval.fig 3.81KB
demo_gprsparse.m 6.36KB
demo_ep_usps.m 5.99KB
data_6darm.mat 22.23KB
doc
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classification.html 33.63KB
index.html 3.38KB
fig2dl2.gif 39.48KB
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regression.html 16.21KB
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gaussian
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GPtutorialFcn.m 2.00KB
GPtutorial.m 2.85KB
k_GP.m 1.40KB
calcGP.m 2.49KB
hypSample.m 509B
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评论信息

  • supertramplzu :
    感谢分享代码
    2019-08-19
  • qq_39219298 :
    不怎么好用
    2017-11-22
  • chubadl :
    非常好用,感谢分享
    2017-11-16

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