文件名称:libgptk-0.2.tar
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高斯过程工具箱。由C++编制而成。适用于大规模非均质数据的回归及插值运算。-Gaussian Process Toolkit (GPTK) is a C++ library providing regression/interpolation methods based on Gaussian Processes.
In particular the toolkit implements a projected sequential Gaussian process method (psgp) which has special relevance to data sets with known error characteristics and known sensor models, and particularly heterogeneous data sets. It is also useful for approximate likelihood based inference in large data sets.
In particular the toolkit implements a projected sequential Gaussian process method (psgp) which has special relevance to data sets with known error characteristics and known sensor models, and particularly heterogeneous data sets. It is also useful for approximate likelihood based inference in large data sets.
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下载文件列表
libgptk-0.2/
libgptk-0.2/tests/
libgptk-0.2/tests/Makefile.am
libgptk-0.2/tests/Test.cpp
libgptk-0.2/tests/Makefile.in
libgptk-0.2/tests/TestGradientCovFunc.cpp
libgptk-0.2/configure
libgptk-0.2/configure.ac
libgptk-0.2/doc/
libgptk-0.2/doc/html/
libgptk-0.2/doc/html/GreedyMaxMinDesign_8h.html
libgptk-0.2/doc/html/functions_0x75.html
libgptk-0.2/doc/html/functions_0x7a.html
libgptk-0.2/doc/html/globals.html
libgptk-0.2/doc/html/classMaxMinDesign.png
libgptk-0.2/doc/html/globals_vars.html
libgptk-0.2/doc/html/ModelTrainer_8cpp.html
libgptk-0.2/doc/html/GaussianLikelihood_8h.html
libgptk-0.2/doc/html/ConstantCF_8h.html
libgptk-0.2/doc/html/functions_0x72.html
libgptk-0.2/doc/html/GreedyMaxMinDesign_8cpp.html
libgptk-0.2/doc/html/GaussianProcess_8cpp-source.html
libgptk-0.2/doc/html/classGraphPlotter.html
libgptk-0.2/doc/html/classMinMaxDesign.png
libgptk-0.2/doc/html/functions_func_0x6e.html
libgptk-0.2/doc/html/classGaussianCF.html
libgptk-0.2/doc/html/classIdentityTransform.html
libgptk-0.2/doc/html/functions_func_0x77.html
libgptk-0.2/doc/html/GaussianProcess_8h.html
libgptk-0.2/doc/html/classTransform.png
libgptk-0.2/doc/html/functions_func_0x75.html
libgptk-0.2/doc/html/functions_0x6b.html
libgptk-0.2/doc/html/classMinMaxDesign.html
libgptk-0.2/doc/html/classOptimisable.html
libgptk-0.2/doc/html/classcsvstream-members.html
libgptk-0.2/doc/html/classSamplingLikelihood-members.html
libgptk-0.2/doc/html/classMaxMinDesign.html
libgptk-0.2/doc/html/classMaxMinDesign-members.html
libgptk-0.2/doc/html/functions_func_0x64.html
libgptk-0.2/doc/html/classMatern5CF-members.html
libgptk-0.2/doc/html/IdentityTransform_8h.html
libgptk-0.2/doc/html/classGaussianProcess-members.html
libgptk-0.2/doc/html/itppext_8h-source.html
libgptk-0.2/doc/html/classGaussianCF.png
libgptk-0.2/doc/html/PSGP_8h-source.html
libgptk-0.2/doc/html/StationaryCF_8cpp.html
libgptk-0.2/doc/html/classLogTransform.png
libgptk-0.2/doc/html/Matern3CF_8h-source.html
libgptk-0.2/doc/html/GaussianCF_8cpp-source.html
libgptk-0.2/doc/html/globals_defs.html
libgptk-0.2/doc/html/itppext_8cpp.html
libgptk-0.2/doc/html/classTransform.html
libgptk-0.2/doc/html/Matern5CF_8h-source.html
libgptk-0.2/doc/html/classGaussianLikelihood-members.html
libgptk-0.2/doc/html/functions_0x6f.html
libgptk-0.2/doc/html/LogTransform_8cpp-source.html
libgptk-0.2/doc/html/SamplingLikelihood_8cpp-source.html
libgptk-0.2/doc/html/classIdentityTransform-members.html
libgptk-0.2/doc/html/NeuralNetCF_8cpp-source.html
libgptk-0.2/doc/html/classPSGP-members.html
libgptk-0.2/doc/html/functions_func_0x6f.html
libgptk-0.2/doc/html/classExponentialSampLikelihood.png
libgptk-0.2/doc/html/GaussianLikelihood_8cpp-source.html
libgptk-0.2/doc/html/WhiteNoiseCF_8h.html
libgptk-0.2/doc/html/examples.html
libgptk-0.2/doc/html/classDesign-members.html
libgptk-0.2/doc/html/csvstream_8h.html
libgptk-0.2/doc/html/classCovarianceFunction-members.html
libgptk-0.2/doc/html/classGaussianProcess.png
libgptk-0.2/doc/html/functions_func_0x67.html
libgptk-0.2/doc/html/IdentityTransform_8cpp-source.html
libgptk-0.2/doc/html/Transform_8cpp-source.html
libgptk-0.2/doc/html/ExponentialCF_8h.html
libgptk-0.2/doc/html/classCovarianceFunction.html
libgptk-0.2/doc/html/csvstream_8cpp-source.html
libgptk-0.2/doc/html/GreedyMaxMinDesign_8h-source.html
libgptk-0.2/doc/html/GaussianSampLikelihood_8cpp-source.html
libgptk-0.2/doc/html/doxygen.png
libgptk-0.2/doc/html/functions_0x66.html
libgptk-0.2/doc/html/classGaussianLikelihood.png
libgptk-0.2/doc/html/functions_func_0x6c.html
libgptk-0.2/doc/html/MaxMinDesign_8cpp-source.html
libgptk-0.2/doc/html/classNeuralNetCF.png
libgptk-0.2/doc/html/classSCGModelTrainer.html
libgptk-0.2/doc/html/CovarianceFunction_8h.html
libgptk-0.2/doc/html/StationaryCF_8h-source.html
libgptk-0.2/doc/html/LikelihoodType_8h-source.html
libgptk-0.2/doc/html/functions_0x70.html
libgptk-0.2/doc/html/classForwardModel-members.html
libgptk-0.2/doc/html/classLikelihoodType-members.html
libgptk-0.2/doc/html/GaussianProcess_8h-source.html
libgptk-0.2/doc/html/ModelTrainer_8cpp-source.html
libgptk-0.2/doc/html/classOptimisable.png
libgptk-0.2/doc/html/SCGModelTrainer_8h-source.html
libgptk-0.2/doc/html/functions_0x77.html
libgptk-0.2/doc/html/classConstantCF-members.html
libgptk-0.2/doc/html/functions_func_0x63.html
libgptk-0.2/doc/html/Design_8h-source.html
libgptk-0.2/doc/html/classModelTrainer.png
libgptk-0.2/doc/html/classExponentialCF.html
libgptk-0.2/doc/html/functions_func_0x72.html
libgptk-0.2/doc/html/functions_func_0x69.html
libgptk-0.2/doc/html/ExponentialCF_8cpp-source.html
libgptk-0.2/doc/html/functions_0x62.html
libgptk-0.2/doc/html/MinMaxDesign_8cpp.html
libgptk-0.2/doc/html/functions_func_0x7e.html
libgptk-0.2/doc/html/classMatern3CF.png
libgptk-0.2/doc/html/classGreedyMaxMinDesign.png
libgptk-0.2/doc/html/StationaryCF_8h.html
libgptk-0.2/doc/html/index.html
libgptk-0.2/doc/html/classPSGP.png
libgptk-0.2/doc/html/classGreedyMaxMinDesign-members.html
libgptk-0.2/doc/html/WhiteNoiseCF_8h-source.html
libgptk-0.2/doc/html/classGaussianSampLikelihood.html
libgptk-0.2/doc/html/CovarianceFunction_8cpp.html
libgp
libgptk-0.2/tests/
libgptk-0.2/tests/Makefile.am
libgptk-0.2/tests/Test.cpp
libgptk-0.2/tests/Makefile.in
libgptk-0.2/tests/TestGradientCovFunc.cpp
libgptk-0.2/configure
libgptk-0.2/configure.ac
libgptk-0.2/doc/
libgptk-0.2/doc/html/
libgptk-0.2/doc/html/GreedyMaxMinDesign_8h.html
libgptk-0.2/doc/html/functions_0x75.html
libgptk-0.2/doc/html/functions_0x7a.html
libgptk-0.2/doc/html/globals.html
libgptk-0.2/doc/html/classMaxMinDesign.png
libgptk-0.2/doc/html/globals_vars.html
libgptk-0.2/doc/html/ModelTrainer_8cpp.html
libgptk-0.2/doc/html/GaussianLikelihood_8h.html
libgptk-0.2/doc/html/ConstantCF_8h.html
libgptk-0.2/doc/html/functions_0x72.html
libgptk-0.2/doc/html/GreedyMaxMinDesign_8cpp.html
libgptk-0.2/doc/html/GaussianProcess_8cpp-source.html
libgptk-0.2/doc/html/classGraphPlotter.html
libgptk-0.2/doc/html/classMinMaxDesign.png
libgptk-0.2/doc/html/functions_func_0x6e.html
libgptk-0.2/doc/html/classGaussianCF.html
libgptk-0.2/doc/html/classIdentityTransform.html
libgptk-0.2/doc/html/functions_func_0x77.html
libgptk-0.2/doc/html/GaussianProcess_8h.html
libgptk-0.2/doc/html/classTransform.png
libgptk-0.2/doc/html/functions_func_0x75.html
libgptk-0.2/doc/html/functions_0x6b.html
libgptk-0.2/doc/html/classMinMaxDesign.html
libgptk-0.2/doc/html/classOptimisable.html
libgptk-0.2/doc/html/classcsvstream-members.html
libgptk-0.2/doc/html/classSamplingLikelihood-members.html
libgptk-0.2/doc/html/classMaxMinDesign.html
libgptk-0.2/doc/html/classMaxMinDesign-members.html
libgptk-0.2/doc/html/functions_func_0x64.html
libgptk-0.2/doc/html/classMatern5CF-members.html
libgptk-0.2/doc/html/IdentityTransform_8h.html
libgptk-0.2/doc/html/classGaussianProcess-members.html
libgptk-0.2/doc/html/itppext_8h-source.html
libgptk-0.2/doc/html/classGaussianCF.png
libgptk-0.2/doc/html/PSGP_8h-source.html
libgptk-0.2/doc/html/StationaryCF_8cpp.html
libgptk-0.2/doc/html/classLogTransform.png
libgptk-0.2/doc/html/Matern3CF_8h-source.html
libgptk-0.2/doc/html/GaussianCF_8cpp-source.html
libgptk-0.2/doc/html/globals_defs.html
libgptk-0.2/doc/html/itppext_8cpp.html
libgptk-0.2/doc/html/classTransform.html
libgptk-0.2/doc/html/Matern5CF_8h-source.html
libgptk-0.2/doc/html/classGaussianLikelihood-members.html
libgptk-0.2/doc/html/functions_0x6f.html
libgptk-0.2/doc/html/LogTransform_8cpp-source.html
libgptk-0.2/doc/html/SamplingLikelihood_8cpp-source.html
libgptk-0.2/doc/html/classIdentityTransform-members.html
libgptk-0.2/doc/html/NeuralNetCF_8cpp-source.html
libgptk-0.2/doc/html/classPSGP-members.html
libgptk-0.2/doc/html/functions_func_0x6f.html
libgptk-0.2/doc/html/classExponentialSampLikelihood.png
libgptk-0.2/doc/html/GaussianLikelihood_8cpp-source.html
libgptk-0.2/doc/html/WhiteNoiseCF_8h.html
libgptk-0.2/doc/html/examples.html
libgptk-0.2/doc/html/classDesign-members.html
libgptk-0.2/doc/html/csvstream_8h.html
libgptk-0.2/doc/html/classCovarianceFunction-members.html
libgptk-0.2/doc/html/classGaussianProcess.png
libgptk-0.2/doc/html/functions_func_0x67.html
libgptk-0.2/doc/html/IdentityTransform_8cpp-source.html
libgptk-0.2/doc/html/Transform_8cpp-source.html
libgptk-0.2/doc/html/ExponentialCF_8h.html
libgptk-0.2/doc/html/classCovarianceFunction.html
libgptk-0.2/doc/html/csvstream_8cpp-source.html
libgptk-0.2/doc/html/GreedyMaxMinDesign_8h-source.html
libgptk-0.2/doc/html/GaussianSampLikelihood_8cpp-source.html
libgptk-0.2/doc/html/doxygen.png
libgptk-0.2/doc/html/functions_0x66.html
libgptk-0.2/doc/html/classGaussianLikelihood.png
libgptk-0.2/doc/html/functions_func_0x6c.html
libgptk-0.2/doc/html/MaxMinDesign_8cpp-source.html
libgptk-0.2/doc/html/classNeuralNetCF.png
libgptk-0.2/doc/html/classSCGModelTrainer.html
libgptk-0.2/doc/html/CovarianceFunction_8h.html
libgptk-0.2/doc/html/StationaryCF_8h-source.html
libgptk-0.2/doc/html/LikelihoodType_8h-source.html
libgptk-0.2/doc/html/functions_0x70.html
libgptk-0.2/doc/html/classForwardModel-members.html
libgptk-0.2/doc/html/classLikelihoodType-members.html
libgptk-0.2/doc/html/GaussianProcess_8h-source.html
libgptk-0.2/doc/html/ModelTrainer_8cpp-source.html
libgptk-0.2/doc/html/classOptimisable.png
libgptk-0.2/doc/html/SCGModelTrainer_8h-source.html
libgptk-0.2/doc/html/functions_0x77.html
libgptk-0.2/doc/html/classConstantCF-members.html
libgptk-0.2/doc/html/functions_func_0x63.html
libgptk-0.2/doc/html/Design_8h-source.html
libgptk-0.2/doc/html/classModelTrainer.png
libgptk-0.2/doc/html/classExponentialCF.html
libgptk-0.2/doc/html/functions_func_0x72.html
libgptk-0.2/doc/html/functions_func_0x69.html
libgptk-0.2/doc/html/ExponentialCF_8cpp-source.html
libgptk-0.2/doc/html/functions_0x62.html
libgptk-0.2/doc/html/MinMaxDesign_8cpp.html
libgptk-0.2/doc/html/functions_func_0x7e.html
libgptk-0.2/doc/html/classMatern3CF.png
libgptk-0.2/doc/html/classGreedyMaxMinDesign.png
libgptk-0.2/doc/html/StationaryCF_8h.html
libgptk-0.2/doc/html/index.html
libgptk-0.2/doc/html/classPSGP.png
libgptk-0.2/doc/html/classGreedyMaxMinDesign-members.html
libgptk-0.2/doc/html/WhiteNoiseCF_8h-source.html
libgptk-0.2/doc/html/classGaussianSampLikelihood.html
libgptk-0.2/doc/html/CovarianceFunction_8cpp.html
libgp
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