Response surface: Kriging¶
Kriging algorithm¶
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Kriging algorithm. |
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Kriging result. |
Gaussian Process Regression¶
Gaussian process regression algorithm. |
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Fit gaussian process models |
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Gaussian process regression (aka kriging) result. |
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Gaussian process fitter result. |
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Conditional covariance post processing of a Gaussian Process Regression result. |
Construction of the regression basis¶
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Basis factory base class. |
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Constant basis factory. |
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Linear basis factory. |
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Quadratic basis factory. |
Kriging random vector¶
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KrigingRandom vector, a conditioned Gaussian process. |