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Acquisition Functions.
Classes
class AcquisitionFunction: Base class for acquisition functions.
class GaussianProcessExpectedImprovement: Gaussian Process expected improvement acquisition function.
class GaussianProcessMaxValueEntropySearch: Max-value entropy search acquisition function.
class GaussianProcessProbabilityOfImprovement: Gaussian Process probability of improvement acquisition function.
class GaussianProcessUpperConfidenceBound: Analytical Gaussian Process upper confidence bound acquisition function.
class MCMCReducer: Acquisition function for reducing over batch dimensions.
class ParallelExpectedImprovement: Parallel expected improvement acquisition function.
class ParallelProbabilityOfImprovement: Parallel probability of improvement acquisition function.
class ParallelUpperConfidenceBound: Parallel upper confidence bound acquisition function.
class StudentTProcessExpectedImprovement: Student-T Process expected improvement acquisition function.
class WeightedPowerScalarization: Weighted power scalarization acquisition function.