Sparse Grid Designs

版本 1.5.0.0 (135.5 KB) 作者: Matthew Plumlee
This package enables fast prediction with Gaussian process even when the sample size is large.
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更新时间 2014/2/27

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This package enables Gaussian process prediction with very large sample sizes with a much smaller computational burden than many existing methods. This code was written and designed by Matthew Plumlee while writing with the paper "Fast prediction of deterministic functions using sparse grid experimental designs" (in-press at Journal of the American Statistical Association, version available at
http://arxiv.org/abs/1402.6350).

引用格式

Matthew Plumlee (2024). Sparse Grid Designs (https://www.mathworks.com/matlabcentral/fileexchange/45668-sparse-grid-designs), MATLAB Central File Exchange. 检索来源 .

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Sparse_Grid_Designs/

Sparse_Grid_Designs/PaperFigGeneration/

Sparse_Grid_Designs/PaperFigGeneration/NeededComparisonCode/

Sparse_Grid_Designs/PaperFigGeneration/SampleFunctions/

Sparse_Grid_Designs/SparseGridCode/

Sparse_Grid_Designs/SparseGridCode/CovFunctions/

Sparse_Grid_Designs/SparseGridCode/GeneralCode/

版本 已发布 发行说明
1.5.0.0

Updated description to include arXiv paper.
1.4.0.0

Updated readme
1.3.0.0

Changed the folder organization and cleaned up the Readme file.
1.2.0.0

Added a readme html file.
1.1.0.0

Updated some tags
1.0.0.0