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Update CHANGELOG.md
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CHANGELOG.md

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

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