The STK is a (not so) Small Toolbox for Kriging. Its primary focus is on the interpolation/regression technique known as kriging, which is very closely related to Splines and Radial Basis Functions, and can be interpreted as a non-parametric Bayesian method using a Gaussian Process (GP) prior.
machine-learning
gaussian-processes
geostatistics
kriging
gaussian-process-regression
gaussian-process-optimisation
computer-experiment-design
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Updated
Oct 20, 2024 - MATLAB