stk-kriging

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8 repositories

stk
Public
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
MATLAB
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GNU General Public License v3.0
•13•38•17•1•Updated Oct 29, 2024Oct 29, 2024
gnu-octave-packages
Public
The GNU Octave package index
HTML
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GNU General Public License v3.0
•47•0•0•0•Updated Sep 27, 2024Sep 27, 2024
qsi-paper-experiments
Public
Quantile set inversion [arXiv:2211.01008] — Numerical experiments
uncertainty-quantification gaussian-processes active-learning design-of-computer-experiments stepwise-uncertainty-reduction set-inversion
MATLAB
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BSD 3-Clause "New" or "Revised" License
•1•1•0•0•Updated Aug 15, 2024Aug 15, 2024
contrib-qsi
Public
Quantile set inversion [arXiv:2211.01008]
MATLAB
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GNU General Public License v3.0
•2•1•0•0•Updated Aug 9, 2024Aug 9, 2024
contrib-cork
Public
Rational kernel-based interpolation for complex-valued frequency response functions [arXiv:2307.13484]
model-selection dynamical-systems rational-approximation complex-valued-kernel-methods frequency-response-function
MATLAB
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GNU General Public License v3.0
•1•1•0•1•Updated Jul 3, 2024Jul 3, 2024
stk-kriging.github.io
Public
HTML
•0•0•0•0•Updated Jul 1, 2023Jul 1, 2023
stk-release-center
Public
Release tools for STK maintainers
Shell
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BSD 2-Clause "Simplified" License
•0•0•0•0•Updated Jul 1, 2023Jul 1, 2023
contrib-bss
Public
Bayesian Subset Simulation [arxiv:1601.02557]
MATLAB
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GNU Lesser General Public License v2.1
•0•1•0•0•Updated Mar 22, 2022Mar 22, 2022