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Expand file tree Collapse file tree Original file line number Diff line number Diff line change @@ -14,10 +14,14 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
1414 for determining the Pareto front
1515- Support for GPyTorch objects (kernels, means, likelihood) as Gaussian process
1616 components, enabling full low-level customization
17- - ` EDBO ` and ` EDBO_SMOOTHED ` presets for ` GaussianProcessSurrogate `
17+ - ` BOTORCH ` , ` EDBO ` and ` EDBO_SMOOTHED ` presets for ` GaussianProcessSurrogate `
1818- Interpoint constraints for continuous search spaces
1919- ` IndexKernel ` and ` PositiveIndexKernel ` classes
2020
21+ ### Changed
22+ - Gaussian processes no longer invoke leave-one-out training for multitask scenarios but
23+ can now rely on improved model priors for good generalization
24+
2125### Breaking Changes
2226- ` ContinuousLinearConstraint.to_botorch ` now returns a collection of constraint tuples
2327 instead of a single tuple (needed for interpoint constraints)
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