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tutorial

SMT Toolbox

These tutorials introduce to use the opensource Surrogate Modeling Toolbox where different surrogate models are available

SMT Tutorial (linear, quadratic, gaussian process, ...)

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Noisy Gaussian process

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Multi-Fidelity Gaussian Process

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Bayesian Optimization - Efficient Global Optimization to solve unconstrained problems

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Mixed-Integer Gaussian Process and Bayesian Optimization to solve unconstrained problems with mixed variables (continuous, discrete, categorical)

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