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mingdeyu
dgpsi:Interface to 'dgpsi' for Deep and Linked Gaussian Process Emulations
Interface to the 'python' package 'dgpsi' for Gaussian process, deep Gaussian process, and linked deep Gaussian process emulations of computer models and networks using stochastic imputation (SI). The implementations follow Ming & Guillas (2021) <doi:10.1137/20M1323771> and Ming, Williamson, & Guillas (2023) <doi:10.1080/00401706.2022.2124311> and Ming & Williamson (2023) <doi:10.48550/arXiv.2306.01212>. To get started with the package, see <https://mingdeyu.github.io/dgpsi-R/>.
Maintained by Deyu Ming. Last updated 2 days ago.
deep-gaussian-processesemulationgaussian-processessurrogate-models
6.06 score 76 scripts