文件名称:GP
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- 上传时间:2016-11-22
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文件大小:19.93mb
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基于贝叶斯理论的高斯过程代码,包含高斯过程回归分析,以及相关噪声处理和高斯过程分类,提供数据进行测试,-Gauss procedure code based on Bayesian theory, including Gaussian process regression analysis, and related processing and noise Gaussian process classification, to provide data for testing, etc.
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下载文件列表
.gitignore
ard_gaussian_clusters_plot.png
CClctrl.cpp
CClctrl.h
CClctrl.txt
CDataModel.h
CDataModel.txt
CDist.cpp
CDist.h
CDist.txt
CGp.cpp
CGp.h
CGplvm.cpp
CGplvm.h
CGplvm.txt
CIvm.cpp
CIvm.h
CIvm.txt
CKern.cpp
CKern.h
CKern.txt
CMakeLists.txt
CMatlab.h
CMatrix.cpp
CMatrix.h
CMatrix.txt
CMltools.cpp
CMltools.h
CMltools.txt
CNdlInterfaces.h
CNoise.cpp
CNoise.h
CNoise.txt
COptimisable.cpp
COptimisable.h
COptimisable.txt
CPpa.cpp
CPpa.h
CTransform.cpp
CTransform.h
CTransform.txt
examples/
examples/ard_gaussian_clusters.svml
examples/oilTrain.svml
examples/oilTrain100.svml
examples/semisupercrescent.svml
examples/semisupercrescent_labelled.svml
examples/sinc.svml
examples/spgp1d.svml
examples/unitsquaregp.svml
gp.cpp
gp.h
gplvm.cpp
gplvm.h
horse_plot.png
ivm.cpp
ivm.h
lapack.h
make.atlas
make.cygwin
make.fc6
make.inc
make.linux
make.macports
make.osx
make.ubuntu
makefile
matfiles/
matfiles/axpyMatrixTest.mat
matfiles/biasKernTest.mat
matfiles/choleskyMatrixTest.mat
matfiles/cmpndKernTest.mat
matfiles/cmpndNoiseTest.mat
matfiles/cumGaussianNdlutilTest.mat
matfiles/cumGaussianTest.mat
matfiles/digammaNdlutilTest.mat
matfiles/digammaTest.mat
matfiles/dotMatrixTest.mat
matfiles/erfcinvNdlutilTest.mat
matfiles/erfcinvTest.mat
matfiles/gammaDistTest.mat
matfiles/gammalnNdlutilTest.mat
matfiles/gammalnTest.mat
matfiles/gammaNdlutilTest.mat
matfiles/gammaTest.mat
matfiles/gaussianDistTest.mat
matfiles/gaussianNoiseTest.mat
matfiles/gaussOverDiffCumGaussianNdlutilTest.mat
matfiles/gaussOverDiffCumGaussianTest.mat
matfiles/gemmMatrixTest.mat
matfiles/gemvMatrixTest.mat
matfiles/gerMatrixTest.mat
matfiles/gradLnCumGaussianNdlutilTest.mat
matfiles/gradLnCumGaussianTest.mat
matfiles/invCumGaussianNdlutilTest.mat
matfiles/invCumGaussianTest.mat
matfiles/invMatrixTest.mat
matfiles/invSigmoidNdlutilTest.mat
matfiles/invSigmoidTest.mat
matfiles/linardKernTest.mat
matfiles/linKernTest.mat
matfiles/lnCumGaussianNdlutilTest.mat
matfiles/lnCumGaussianTest.mat
matfiles/lnDiffCumGaussianNdlutilTest.mat
matfiles/lnDiffCumGaussianTest.mat
matfiles/matern32KernTest.mat
matfiles/matern52KernTest.mat
matfiles/mgaussianNoiseTest.mat
matfiles/mlpardKernTest.mat
matfiles/mlpKernTest.mat
matfiles/ncnmNoiseTest.mat
matfiles/ngaussianNdlutilTest.mat
matfiles/ngaussianTest.mat
matfiles/ngaussNoiseTest.mat
matfiles/normMatrixTest.mat
matfiles/orderedNoiseTest.mat
matfiles/polyardKernTest.mat
matfiles/polyKernTest.mat
matfiles/probitNoiseTest.mat
matfiles/ratquadKernTest.mat
matfiles/rbfardKernTest.mat
matfiles/rbfKernTest.mat
matfiles/scaleMatrixTest.mat
matfiles/sigmoidNdlutilTest.mat
matfiles/sigmoidTest.mat
matfiles/syevMatrixTest.mat
matfiles/symmMatrixTest.mat
matfiles/symvMatrixTest.mat
matfiles/syrkMatrixTest.mat
matfiles/syrMatrixTest.mat
matfiles/sysvMatrixTest.mat
matfiles/tensorKernTest.mat
matfiles/testAxpy.mat
matfiles/testCholesky.mat
matfiles/testDot.mat
matfiles/testGaussian.mat
matfiles/testGemm.mat
matfiles/testGemv.mat
matfiles/testGer.mat
matfiles/testGp.mat
matfiles/testGpdtc.mat
matfiles/testGpfitc.mat
matfiles/testGpftc.mat
matfiles/testInv.mat
matfiles/testIvmGaussian.mat
matfiles/testIvmNcnm.mat
matfiles/testIvmProbit.mat
matfiles/testMltoolslinear.mat
matfiles/testMltoolsmlp.mat
matfiles/testNcnm.mat
matfiles/testNorm.mat
matfiles/testProbit.mat
matfiles/testScale.mat
matfiles/testSyev.mat
matfiles/testSymm.mat
matfiles/testSymv.mat
matfiles/testSyr.mat
matfiles/testSyrk.mat
matfiles/testSysv.mat
matfiles/testTrmm.mat
matfiles/testTrsm.mat
matfiles/trmmMatrixTest.mat
matfiles/trsmMatrixTest.mat
matfiles/wangDistTest.mat
matfiles/whiteKernTest.mat
mex/
mex/compile.m
mex/fGP.mex.cpp
mex/test.m
ndlassert.cpp
ndlassert.h
ndlexceptions.h
ndlfortran.c
ndlfortran.f
ndlfortran.h
ndlstrutil.cpp
ndlstrutil.h
ndlutil.cpp
ndlutil.h
oil1000_plot.png
oil100_plot.png
ppa.cpp
README.md
semisupercrescent_labels_only_plot.png
semisupercrescent_plot.png
sinc.png
swagger_back_constrained_plot.png
swagger_dynamics_plot.png
swagger_plot.png
testCode.cpp
testDist.cpp
testGp.cpp
testIvm.cpp
testKern.cpp
testMatrix.cpp
testMltools.cpp
testNdlutil.cpp
testNoise.cpp
testTransform.cpp
unitsquaregp_plot.png
ard_gaussian_clusters_plot.png
CClctrl.cpp
CClctrl.h
CClctrl.txt
CDataModel.h
CDataModel.txt
CDist.cpp
CDist.h
CDist.txt
CGp.cpp
CGp.h
CGplvm.cpp
CGplvm.h
CGplvm.txt
CIvm.cpp
CIvm.h
CIvm.txt
CKern.cpp
CKern.h
CKern.txt
CMakeLists.txt
CMatlab.h
CMatrix.cpp
CMatrix.h
CMatrix.txt
CMltools.cpp
CMltools.h
CMltools.txt
CNdlInterfaces.h
CNoise.cpp
CNoise.h
CNoise.txt
COptimisable.cpp
COptimisable.h
COptimisable.txt
CPpa.cpp
CPpa.h
CTransform.cpp
CTransform.h
CTransform.txt
examples/
examples/ard_gaussian_clusters.svml
examples/oilTrain.svml
examples/oilTrain100.svml
examples/semisupercrescent.svml
examples/semisupercrescent_labelled.svml
examples/sinc.svml
examples/spgp1d.svml
examples/unitsquaregp.svml
gp.cpp
gp.h
gplvm.cpp
gplvm.h
horse_plot.png
ivm.cpp
ivm.h
lapack.h
make.atlas
make.cygwin
make.fc6
make.inc
make.linux
make.macports
make.osx
make.ubuntu
makefile
matfiles/
matfiles/axpyMatrixTest.mat
matfiles/biasKernTest.mat
matfiles/choleskyMatrixTest.mat
matfiles/cmpndKernTest.mat
matfiles/cmpndNoiseTest.mat
matfiles/cumGaussianNdlutilTest.mat
matfiles/cumGaussianTest.mat
matfiles/digammaNdlutilTest.mat
matfiles/digammaTest.mat
matfiles/dotMatrixTest.mat
matfiles/erfcinvNdlutilTest.mat
matfiles/erfcinvTest.mat
matfiles/gammaDistTest.mat
matfiles/gammalnNdlutilTest.mat
matfiles/gammalnTest.mat
matfiles/gammaNdlutilTest.mat
matfiles/gammaTest.mat
matfiles/gaussianDistTest.mat
matfiles/gaussianNoiseTest.mat
matfiles/gaussOverDiffCumGaussianNdlutilTest.mat
matfiles/gaussOverDiffCumGaussianTest.mat
matfiles/gemmMatrixTest.mat
matfiles/gemvMatrixTest.mat
matfiles/gerMatrixTest.mat
matfiles/gradLnCumGaussianNdlutilTest.mat
matfiles/gradLnCumGaussianTest.mat
matfiles/invCumGaussianNdlutilTest.mat
matfiles/invCumGaussianTest.mat
matfiles/invMatrixTest.mat
matfiles/invSigmoidNdlutilTest.mat
matfiles/invSigmoidTest.mat
matfiles/linardKernTest.mat
matfiles/linKernTest.mat
matfiles/lnCumGaussianNdlutilTest.mat
matfiles/lnCumGaussianTest.mat
matfiles/lnDiffCumGaussianNdlutilTest.mat
matfiles/lnDiffCumGaussianTest.mat
matfiles/matern32KernTest.mat
matfiles/matern52KernTest.mat
matfiles/mgaussianNoiseTest.mat
matfiles/mlpardKernTest.mat
matfiles/mlpKernTest.mat
matfiles/ncnmNoiseTest.mat
matfiles/ngaussianNdlutilTest.mat
matfiles/ngaussianTest.mat
matfiles/ngaussNoiseTest.mat
matfiles/normMatrixTest.mat
matfiles/orderedNoiseTest.mat
matfiles/polyardKernTest.mat
matfiles/polyKernTest.mat
matfiles/probitNoiseTest.mat
matfiles/ratquadKernTest.mat
matfiles/rbfardKernTest.mat
matfiles/rbfKernTest.mat
matfiles/scaleMatrixTest.mat
matfiles/sigmoidNdlutilTest.mat
matfiles/sigmoidTest.mat
matfiles/syevMatrixTest.mat
matfiles/symmMatrixTest.mat
matfiles/symvMatrixTest.mat
matfiles/syrkMatrixTest.mat
matfiles/syrMatrixTest.mat
matfiles/sysvMatrixTest.mat
matfiles/tensorKernTest.mat
matfiles/testAxpy.mat
matfiles/testCholesky.mat
matfiles/testDot.mat
matfiles/testGaussian.mat
matfiles/testGemm.mat
matfiles/testGemv.mat
matfiles/testGer.mat
matfiles/testGp.mat
matfiles/testGpdtc.mat
matfiles/testGpfitc.mat
matfiles/testGpftc.mat
matfiles/testInv.mat
matfiles/testIvmGaussian.mat
matfiles/testIvmNcnm.mat
matfiles/testIvmProbit.mat
matfiles/testMltoolslinear.mat
matfiles/testMltoolsmlp.mat
matfiles/testNcnm.mat
matfiles/testNorm.mat
matfiles/testProbit.mat
matfiles/testScale.mat
matfiles/testSyev.mat
matfiles/testSymm.mat
matfiles/testSymv.mat
matfiles/testSyr.mat
matfiles/testSyrk.mat
matfiles/testSysv.mat
matfiles/testTrmm.mat
matfiles/testTrsm.mat
matfiles/trmmMatrixTest.mat
matfiles/trsmMatrixTest.mat
matfiles/wangDistTest.mat
matfiles/whiteKernTest.mat
mex/
mex/compile.m
mex/fGP.mex.cpp
mex/test.m
ndlassert.cpp
ndlassert.h
ndlexceptions.h
ndlfortran.c
ndlfortran.f
ndlfortran.h
ndlstrutil.cpp
ndlstrutil.h
ndlutil.cpp
ndlutil.h
oil1000_plot.png
oil100_plot.png
ppa.cpp
README.md
semisupercrescent_labels_only_plot.png
semisupercrescent_plot.png
sinc.png
swagger_back_constrained_plot.png
swagger_dynamics_plot.png
swagger_plot.png
testCode.cpp
testDist.cpp
testGp.cpp
testIvm.cpp
testKern.cpp
testMatrix.cpp
testMltools.cpp
testNdlutil.cpp
testNoise.cpp
testTransform.cpp
unitsquaregp_plot.png
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