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Update CHANGELOG.md
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CHANGELOG.md

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@@ -17,10 +17,13 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
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- Basic deserialization tests using different class type specifiers
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- `GammaPrior`, `HalfCauchyPrior`, `NormalPrior`, `HalfNormalPrior`, `LogNormalPrior`
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and `SmoothedBoxPrior` can now be chosen as lengthscale prior
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- `KernelFactory` protocol enabling flexible construction of kernels
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- Preset mechanism for Gaussian process surrogates
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### Changed
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- Reorganized acquisition.py into `acquisition` subpackage
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- Reorganized simulation.py into `simulation` subpackage
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- Reorganized gaussian_process.py into `gaussian_process` subpackage
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- Acquisition functions are now their own objects
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- `acquisition_function_cls` constructor parameter renamed to `acquisition_function`
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- User guide now explains the new objective classes

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