Response surface: Kriging

Kriging algorithm

KrigingAlgorithm(*args)

Kriging algorithm.

KrigingResult(*args)

Kriging result.

Gaussian Process Regression

experimental.GaussianProcessRegression(*args)

Gaussian process regression algorithm.

experimental.GaussianProcessFitter(*args)

Fit gaussian process models

experimental.GaussianProcessRegressionResult(*args)

Gaussian process regression (aka kriging) result.

experimental.GaussianProcessFitterResult(*args)

Gaussian process fitter result.

experimental.GaussianProcessConditionalCovariance(*args)

Conditional covariance post processing of a Gaussian Process Regression result.

Construction of the regression basis

BasisFactory(*args)

Basis factory base class.

ConstantBasisFactory(*args)

Constant basis factory.

LinearBasisFactory(*args)

Linear basis factory.

QuadraticBasisFactory(*args)

Quadratic basis factory.

Kriging random vector

KrigingRandomVector(*args)

KrigingRandom vector, a conditioned Gaussian process.