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All functions

AcqFunction
Acquisition Function Base Class
AcqOptimizer
Acquisition Function Optimizer
ResultAssigner
Result Assigner Base Class
Surrogate
Surrogate Model
SurrogateLearner
Surrogate Model Containing a Single Learner
SurrogateLearnerCollection
Surrogate Model Containing Multiple Learners
acqf()
Syntactic Sugar Acquisition Function Construction
acqfs()
Syntactic Sugar Acquisition Functions Construction
acqo()
Syntactic Sugar Acquisition Function Optimizer Construction
default_acqfunction()
Default Acquisition Function
default_acqoptimizer()
Default Acquisition Function Optimizer
default_gp()
Default Gaussian Process
default_loop_function()
Default Loop Function
default_result_assigner()
Default Result Assigner
default_rf()
Default Random Forest
default_surrogate()
Default Surrogate
loop_function
Loop Functions for Bayesian Optimization
mbo_defaults
Defaults for OptimizerMbo
mlr3mbo mlr3mbo-package
mlr3mbo: Flexible Bayesian Optimization
mlr_acqfunctions
Dictionary of Acquisition Functions
mlr_acqfunctions_aei AcqFunctionAEI
Acquisition Function Augmented Expected Improvement
mlr_acqfunctions_cb AcqFunctionCB
Acquisition Function Confidence Bound
mlr_acqfunctions_ehvi AcqFunctionEHVI
Acquisition Function Expected Hypervolume Improvement
mlr_acqfunctions_ehvigh AcqFunctionEHVIGH
Acquisition Function Expected Hypervolume Improvement via Gauss-Hermite Quadrature
mlr_acqfunctions_ei AcqFunctionEI
Acquisition Function Expected Improvement
mlr_acqfunctions_eips AcqFunctionEIPS
Acquisition Function Expected Improvement Per Second
mlr_acqfunctions_mean AcqFunctionMean
Acquisition Function Mean
mlr_acqfunctions_multi AcqFunctionMulti
Acquisition Function Wrapping Multiple Acquisition Functions
mlr_acqfunctions_pi AcqFunctionPI
Acquisition Function Probability of Improvement
mlr_acqfunctions_sd AcqFunctionSD
Acquisition Function Standard Deviation
mlr_acqfunctions_smsego AcqFunctionSmsEgo
Acquisition Function SMS-EGO
mlr_loop_functions
Dictionary of Loop Functions
bayesopt_ego()
Sequential Single-Objective Bayesian Optimization
bayesopt_emo()
Sequential Multi-Objective Bayesian Optimization
bayesopt_mpcl()
Single-Objective Bayesian Optimization via Multipoint Constant Liar
bayesopt_parego()
Multi-Objective Bayesian Optimization via ParEGO
bayesopt_smsego()
Sequential Multi-Objective Bayesian Optimization via SMS-EGO
mlr_optimizers_mbo OptimizerMbo
Model Based Optimization
mlr_result_assigners
Dictionary of Result Assigners
mlr_result_assigners_archive ResultAssignerArchive
Result Assigner Based on the Archive
mlr_result_assigners_surrogate ResultAssignerSurrogate
Result Assigner Based on a Surrogate Mean Prediction
mlr_tuners_mbo TunerMbo
TunerBatch using Model Based Optimization
ras()
Syntactic Sugar Result Assigner Construction
srlrn()
Syntactic Sugar Surrogate Construction