Oct 25, 2023 · The mgpr package supports both univariate and multivariate responses using a separable kernel and includes a robust hyperparameter estimation algorithm. The ...

Oct 19, 2023 · The mgpr function is used to fit a multivariate Gaussian process regression model. By default mgpr fits a GP with the Matérn 3/2 kernel/covariance function ...

Oct 24, 2023 · The mgpr package supports both univariate and multivariate responses using a separable kernel and includes a robust hyperparameter estimation algorithm. The ...

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Sep 10, 2023 · Description. A list containing data simulated from a MGPR model. The dataset contains 30 realisations from a trivariate process. Each of the three functions is ...

Sep 10, 2023 · GPFDA: Gaussian Process for Functional Data Analysis ; Version: 3.1.3 ; Depends: R (≥ 3.6) ; Imports: Rcpp, splines, mgcv, fields, interp, stats, graphics, ...

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Oct 26, 2023 · mgpr: a new R package for Gaussian process regression tuned for regression problems of remote sensing based forest inventories. It implements support for ...

Apr 17, 2024 · 3.4.编程示例. 在这里演示使用sg.mld(从内存载入数据到MGPR)以及sg.mld（从MGPR存储数据到内存）指令：将一段数据从a载入到MGPR，再从MGPR存储到b： ... r"(3)); asm ...