Comments (2)
That's a good idea, that way we don't have to make a new release just to add another optimizer. We should consider doing the same for the surrogate methods, so we don't need to add extra dependencies on GPflow etc.
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True, that's a nice as well 👍
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Related Issues (20)
- Probabilities do not sum to 1 in tournament selection HOT 1
- Optimizer parameters HOT 1
- Alllow GP interface to return prediction variance
- Add deep ensembles as a surrogate modeling mechanism
- Refactor optimization algorithms to use generate-update class interface HOT 1
- Add batch-mode prediction for GPflow methods HOT 1
- Add support for run time limit in controller HOT 1
- More precise time estimates
- Support for optimization without surrogate HOT 1
- Consider using methods for automatic optimization algorithm configuration
- Broken optimization hot start logic
- Support for using several optimization method in a sequence HOT 1
- Trust-region optimizer HOT 1
- Record EO algorithm parameters for each epoch HOT 1
- Broken constraint handling
- Non-surrogate optimization fails with KeyError HOT 1
- Implement algorithmically efficient solutions for EHVI
- Implement support for structured GP models
- Support for loading a file with parameters HOT 1
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