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文件名称:GPML-Matlab-Code

  • 所属分类：
    matlab
  • 标签属性：
    [Matlab] [源码]
  • 上传时间：
    2013-03-16
  • 文件大小：
    500.39kb
  • 已下载：
    0次
  • 提 供 者：
  • 相关连接：
    无
  • 下载说明：
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GPML Matlab Code

The code provided here originally demonstrated the main algorithms from Rasmussen and Williams: Gaussian Processes for Machine Learning. It has since grown to allow more likelihood functions, further inference methods and a flexible framework for specifying GPs. It does not currently contain inference methods for sparse approximations. Other GP packages can be found here.




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下载文件列表

GPML Matlab Code/
GPML Matlab Code/Documentation for GPML Matlab Code.mht
GPML Matlab Code/cov/
GPML Matlab Code/cov/Index of cov-.mht
GPML Matlab Code/cov/covADD.m
GPML Matlab Code/cov/covConst.m
GPML Matlab Code/cov/covFITC.m
GPML Matlab Code/cov/covFunctions.m
GPML Matlab Code/cov/covLIN.m
GPML Matlab Code/cov/covLINard.m
GPML Matlab Code/cov/covLINone.m
GPML Matlab Code/cov/covMask.m
GPML Matlab Code/cov/covMaterniso.m
GPML Matlab Code/cov/covNNone.m
GPML Matlab Code/cov/covNoise.m
GPML Matlab Code/cov/covPPiso.m
GPML Matlab Code/cov/covPeriodic.m
GPML Matlab Code/cov/covPoly.m
GPML Matlab Code/cov/covProd.m
GPML Matlab Code/cov/covRQard.m
GPML Matlab Code/cov/covRQiso.m
GPML Matlab Code/cov/covSEard.m
GPML Matlab Code/cov/covSEiso.m
GPML Matlab Code/cov/covSEisoU.m
GPML Matlab Code/cov/covScale.m
GPML Matlab Code/cov/covSum.m
GPML Matlab Code/demoClassification.m
GPML Matlab Code/demoRegression.m
GPML Matlab Code/inf/
GPML Matlab Code/inf/infEP.m
GPML Matlab Code/inf/infExact.m
GPML Matlab Code/inf/infFITC.m
GPML Matlab Code/inf/infLOO.m
GPML Matlab Code/inf/infLaplace.m
GPML Matlab Code/inf/infMethods.m
GPML Matlab Code/inf/infVB.m
GPML Matlab Code/inf/usageClassification.m
GPML Matlab Code/inf/usageRegression.m
GPML Matlab Code/lik/
GPML Matlab Code/lik/likErf.m
GPML Matlab Code/lik/likFunctions.m
GPML Matlab Code/lik/likGauss.m
GPML Matlab Code/lik/likLaplace.m
GPML Matlab Code/lik/likLogistic.m
GPML Matlab Code/lik/likSech2.m
GPML Matlab Code/lik/likT.m
GPML Matlab Code/manual.pdf
GPML Matlab Code/mean/
GPML Matlab Code/mean/Index of mean-.mht
GPML Matlab Code/mean/meanConst.m
GPML Matlab Code/mean/meanFunctions.m
GPML Matlab Code/mean/meanLinear.m
GPML Matlab Code/mean/meanMask.m
GPML Matlab Code/mean/meanOne.m
GPML Matlab Code/mean/meanPow.m
GPML Matlab Code/mean/meanProd.m
GPML Matlab Code/mean/meanScale.m
GPML Matlab Code/mean/meanSum.m
GPML Matlab Code/mean/meanZero.m
GPML Matlab Code/usageCov.m
GPML Matlab Code/usageMean.m

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