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[Feature Request] Add input constructors for all acquisition functions
🚀 Feature Request
Some of the recently added acquisition functions (e.g. from #1458) do not have input constructors for Ax. Let's add them to make sure they can easily be used there.
Missing:
- qMultiObjectivePredictiveEntropySearch
- qPredictiveEntropySearch
- qLowerBoundJointEntropySearch
- qLowerBoundMultiObjectiveJointEntropySearch
- qLowerBoundMultiObjectiveMaxValueEntropySearch
- anything else ???
Motivation
https://github.com/facebook/Ax/issues/1550
- qNegIntegratedPosteriorVariance
https://github.com/facebook/Ax/issues/1557 https://github.com/facebook/Ax/issues/1312