Update CHANGELOG.md

emdgroup · Aug 29, 2024 · 776aef1 · 776aef1
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@@ -33,6 +33,9 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 - `CategoricalParameter` and `TaskParameter` no longer incorrectly coerce a single
   string input to categories/tasks
 - `farthest_point_sampling` no longer depends on the provided point order
+- `RandomForestSurrogate` now produces proper batch predictions
+- Surrogates providing only marginal posterior information can no longer be used for
+  batch recommendation
 
 ### Removed
 - `register_custom_architecture` decorator