
laGP
 Referenced in 28 articles
[sw14043]
 laGP: Local Approximate Gaussian Process Regression. Performs approximate GP regression for large computer experiments...

tgp
 Referenced in 44 articles
[sw07921]
 Bayesian nonstationary, semiparametric nonlinear regression and design by treed Gaussian processes (GPs) with jumps...

George
 Referenced in 26 articles
[sw29786]
 flexible Python library for Gaussian Process (GP) Regression. A full introduction to the theory...

GPML
 Referenced in 45 articles
[sw12890]
 wide range of functionality for Gaussian process (GP) inference and prediction. GPs are specified ... functions are supported including Gaussian and heavytailed for regression as well as others suitable...

Kernlab
 Referenced in 106 articles
[sw07926]
 classification, regression, clustering, novelty detection, quantile regression and dimensionality reduction. Among other methods kernlab includes ... Vector Machines, Spectral Clustering, Kernel PCA, Gaussian Processes and a QP solver...

invGauss
 Referenced in 133 articles
[sw11207]
 invGauss: Threshold regression that fits the (randomized drift) inverse Gaussian distribution to survival data. invGauss ... fits the (randomized drift) inverse Gaussian distribution to survival data. The model is described ... Survival and Event History Analysis. A Process Point of View. Springer, 2008. It is based...

acebayes
 Referenced in 12 articles
[sw20243]
 optimisation steps. At each step, a Gaussian process regression model is used to approximate...

SPOT
 Referenced in 92 articles
[sw06347]
 includes methods for tuning based on classical regression and analysis of variance techniques; treebased ... such as CART and random forest; Gaussian process models (Kriging), and combinations of di erent...

spTimer
 Referenced in 19 articles
[sw24237]
 using [1] Bayesian Gaussian Process (GP) Models, [2] Bayesian AutoRegressive (AR) Models...

gprege
 Referenced in 9 articles
[sw31093]
 expressed gene expression timecourses through Gaussian process regression”. The software fits two GPs with...

muq
 Referenced in 6 articles
[sw33064]
 internally and through NLOPT); Regression (including Gaussian process regression...

GPareto
 Referenced in 6 articles
[sw28711]
 Pareto Front Estimation and Optimization. Gaussian process regression models, a.k.a. Kriging models, are applied...

OPELM
 Referenced in 22 articles
[sw12171]
 detail and then applied to several regression and classification problems. Results for both computational time ... machine (SVM), and Gaussian process (GP). As the experiments for both regression and classification illustrate...

spNNGP
 Referenced in 8 articles
[sw31449]
 Datasets using Nearest Neighbor Gaussian Processes. Fits univariate Bayesian spatial regression models for large datasets...

gptk
 Referenced in 5 articles
[sw24250]
 implements a generalpurpose toolkit for Gaussian process regression with a variety of covariance functions...

GPLP
 Referenced in 3 articles
[sw08483]
 local and parallel computation toolbox for Gaussian process regression. This paper presents the gettingstarted ... local and parallel computation toolbox for Gaussian process regression (GPLP), an open source software package...

lineqGPR
 Referenced in 2 articles
[sw31421]
 package lineqGPR: Gaussian Process Regression Models with Linear Inequality Constraints. Gaussian processes regression models with...

MeLOn
 Referenced in 2 articles
[sw40846]
 following models: Artificial neural networks for regression; Gaussian processes for regression (also known as Kriging...

hetGP
 Referenced in 2 articles
[sw40261]
 Modeling and Design under Replication. Performs Gaussian process regression with heteroskedastic noise following the model ... dependent noise is modeled as another Gaussian process. Replicated observations are encouraged as they yield...

K2SC
 Referenced in 1 article
[sw39372]
 detrending of K2 light curves using Gaussian process regression. We present K2SC (K2 Systematics Correction ... from the K2 mission. K2SC uses Gaussian Process regression to model positiondependent systematics...