Performance & runtime improvements to info-theoretic acquisition functions (0/N) - Restructuring of sampling methods #2753
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Codecov ReportAll modified and coverable lines are covered by tests ✅
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esantorella
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| replacement: bool = False, | ||
| temp_decrease: float = 0.5, | ||
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Thanks so much for the clear docstring!
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code, reshuffling of other sampling methods (that don't take an acqf)
Co-authored-by: Elizabeth Santorella <[email protected]>
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Reshuffling of sampling methods that are not directly related to acquisition function optimization (i.e., don't take it as an argument) based on this discussion. To remove code duplication specifically related to optimization of info-theoretic acquisition functions, this seemed like sensible moves!
Test Plan
Moved unittests and added new one for
boltzmann_sample, which was used throughout and is once again used in subsequent PRs.Related PRs
First of a series, like this one.