Module: tfp.experimental.bayesopt.acquisition
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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.
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Last updated 2023-11-21 UTC.
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