dolka-package: Utility Functions for Bayesian Optimization
In libKriging/dolka: Utility functions for Bayesian optimization
dolka-package R Documentation
Utility Functions for Bayesian Optimization
Description
Transitional package for Bayes Optimization using
either DiceKriging or rlikriging for the kriging
steps.
Authors
-
Most of the functions devoted to Kriging are to be
credited to the authors of the DiceKriging package:
Oliver Roustant, David Ginsbourger and Yves Deville, or to
its contributors: Clement Chevalier and Yann Richet.
-
Most of the functions devoted to Bayesian Optimization are
to be credited to the authors of the DiceOptim:
Victor Picheny, David Ginsbourger and Olivier Roustant or
to contributors: Michael Binois, Sebastien Marmin and
Tobias Wagner.
-
Most of the functions devoted to kriging inversion are to
be credited to the authors of the KrigInv package:
Clement Chevalier, Victor Picheny, David Ginsbourger and
Dario Azzimonti.
Yves Deville performed some refactoring of the functions and
of their examples. Note that this can result in new errors. In
case of doubt, use the original packages.
Note
The package is transitional, meaning that it may
exist only for a quite short period. Hopefully the implemented
functions may continue to be available in other R packages.
libKriging/dolka documentation built on April 14, 2022, 7:17 a.m.
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| dolka-package | R Documentation |
Utility Functions for Bayesian Optimization
Description
Transitional package for Bayes Optimization using either DiceKriging or rlikriging for the kriging steps.
Authors
-
Most of the functions devoted to Kriging are to be credited to the authors of the DiceKriging package: Oliver Roustant, David Ginsbourger and Yves Deville, or to its contributors: Clement Chevalier and Yann Richet.
-
Most of the functions devoted to Bayesian Optimization are to be credited to the authors of the DiceOptim: Victor Picheny, David Ginsbourger and Olivier Roustant or to contributors: Michael Binois, Sebastien Marmin and Tobias Wagner.
-
Most of the functions devoted to kriging inversion are to be credited to the authors of the KrigInv package: Clement Chevalier, Victor Picheny, David Ginsbourger and Dario Azzimonti.
Yves Deville performed some refactoring of the functions and of their examples. Note that this can result in new errors. In case of doubt, use the original packages.
Note
The package is transitional, meaning that it may exist only for a quite short period. Hopefully the implemented functions may continue to be available in other R packages.
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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