文件名称:gpml-matlab-v3.1-2010-09-27
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高斯过程算法在回归和分类中的应用程序。与书本《基于高斯过程的机器学习》配套。本程序是最新的v3.1版，更新于2010-09-27-Gaussian process regression and classification algorithm in the application. And the book " machine learning based on Gaussian process" support. This program is the latest v3.1 version, updated on 2010-09-27
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下载文件列表
gpml-matlab-v3.1-2010-09-27
...........................\.octaverc
...........................\Copyright
...........................\cov
...........................\...\covADD.m
...........................\...\covConst.m
...........................\...\covFITC.m
...........................\...\covLIN.m
...........................\...\covLINard.m
...........................\...\covLINone.m
...........................\...\covMask.m
...........................\...\covMaterniso.m
...........................\...\covNNone.m
...........................\...\covNoise.m
...........................\...\covPeriodic.m
...........................\...\covPoly.m
...........................\...\covPPiso.m
...........................\...\covProd.m
...........................\...\covRQard.m
...........................\...\covRQiso.m
...........................\...\covScale.m
...........................\...\covSEard.m
...........................\...\covSEiso.m
...........................\...\covSEisoU.m
...........................\...\covSum.m
...........................\covFunctions.m
...........................\doc
...........................\...\changelog
...........................\...\checkmark.png
...........................\...\demoClassification.m
...........................\...\demoRegression.m
...........................\...\f0.gif
...........................\...\f1.gif
...........................\...\f2.gif
...........................\...\f3.gif
...........................\...\f4.gif
...........................\...\f5.gif
...........................\...\f6.gif
...........................\...\gpml_randn.m
...........................\...\index.html
...........................\...\manual.pdf
...........................\...\README
...........................\...\style.css
...........................\...\usageClassification.m
...........................\...\usageCov.m
...........................\...\usageMean.m
...........................\...\usageRegression.m
...........................\gp.m
...........................\inf
...........................\...\infEP.m
...........................\...\infExact.m
...........................\...\infFITC.m
...........................\...\infLaplace.m
...........................\...\infLOO.m
...........................\...\infVB.m
...........................\infMethods.m
...........................\lik
...........................\...\likErf.m
...........................\...\likGauss.m
...........................\...\likLaplace.m
...........................\...\likLogistic.m
...........................\...\likSech2.m
...........................\...\likT.m
...........................\likFunctions.m
...........................\mean
...........................\....\meanConst.m
...........................\....\meanLinear.m
...........................\....\meanMask.m
...........................\....\meanOne.m
...........................\....\meanPow.m
...........................\....\meanProd.m
...........................\....\meanScale.m
...........................\....\meanSum.m
...........................\....\meanZero.m
...........................\meanFunctions.m
...........................\README
...........................\startup.m
...........................\util
...........................\....\binaryEPGP.m
...........................\....\binaryGP.m
...........................\....\binaryLaplaceGP.m
...........................\....\brentmin.m
...........................\....\elsympol.m
...........................\....\gpr.m
...........................\....\lbfgsb
...........................\....\......\array.h
...........................\....\......\arrayofmatrices.cpp
...........................\....\......\arrayofmatrices.h
...........................\....\......\lbfgsb.cpp
...........................\....\......\license.txt
...........................\....\......\Makefile
...........................\....\......\matlabexception.cpp
...........................\....\......\matlabexception.h
...........................\....\......\matlabmatrix.cpp
...........................\....\......\matlab
...........................\.octaverc
...........................\Copyright
...........................\cov
...........................\...\covADD.m
...........................\...\covConst.m
...........................\...\covFITC.m
...........................\...\covLIN.m
...........................\...\covLINard.m
...........................\...\covLINone.m
...........................\...\covMask.m
...........................\...\covMaterniso.m
...........................\...\covNNone.m
...........................\...\covNoise.m
...........................\...\covPeriodic.m
...........................\...\covPoly.m
...........................\...\covPPiso.m
...........................\...\covProd.m
...........................\...\covRQard.m
...........................\...\covRQiso.m
...........................\...\covScale.m
...........................\...\covSEard.m
...........................\...\covSEiso.m
...........................\...\covSEisoU.m
...........................\...\covSum.m
...........................\covFunctions.m
...........................\doc
...........................\...\changelog
...........................\...\checkmark.png
...........................\...\demoClassification.m
...........................\...\demoRegression.m
...........................\...\f0.gif
...........................\...\f1.gif
...........................\...\f2.gif
...........................\...\f3.gif
...........................\...\f4.gif
...........................\...\f5.gif
...........................\...\f6.gif
...........................\...\gpml_randn.m
...........................\...\index.html
...........................\...\manual.pdf
...........................\...\README
...........................\...\style.css
...........................\...\usageClassification.m
...........................\...\usageCov.m
...........................\...\usageMean.m
...........................\...\usageRegression.m
...........................\gp.m
...........................\inf
...........................\...\infEP.m
...........................\...\infExact.m
...........................\...\infFITC.m
...........................\...\infLaplace.m
...........................\...\infLOO.m
...........................\...\infVB.m
...........................\infMethods.m
...........................\lik
...........................\...\likErf.m
...........................\...\likGauss.m
...........................\...\likLaplace.m
...........................\...\likLogistic.m
...........................\...\likSech2.m
...........................\...\likT.m
...........................\likFunctions.m
...........................\mean
...........................\....\meanConst.m
...........................\....\meanLinear.m
...........................\....\meanMask.m
...........................\....\meanOne.m
...........................\....\meanPow.m
...........................\....\meanProd.m
...........................\....\meanScale.m
...........................\....\meanSum.m
...........................\....\meanZero.m
...........................\meanFunctions.m
...........................\README
...........................\startup.m
...........................\util
...........................\....\binaryEPGP.m
...........................\....\binaryGP.m
...........................\....\binaryLaplaceGP.m
...........................\....\brentmin.m
...........................\....\elsympol.m
...........................\....\gpr.m
...........................\....\lbfgsb
...........................\....\......\array.h
...........................\....\......\arrayofmatrices.cpp
...........................\....\......\arrayofmatrices.h
...........................\....\......\lbfgsb.cpp
...........................\....\......\license.txt
...........................\....\......\Makefile
...........................\....\......\matlabexception.cpp
...........................\....\......\matlabexception.h
...........................\....\......\matlabmatrix.cpp
...........................\....\......\matlab