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Changelog for 0.8.4 release #1804

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Changelog for 0.8.4 release
Balandat Apr 24, 2023
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esantorella Apr 24, 2023
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25 changes: 25 additions & 0 deletions CHANGELOG.md
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The release log for BoTorch.

## [0.8.4] - Apr 24, 2023

#### Compatibility
* Require GPyTorch == 1.10 and linear_operator == 0.4.0 (#1803).

#### New Features
* Polytope sampling for linear constraints along the q-dimension (#1757).
* Single-objective joint entropy search with additional conditioning, various improvements to entropy-based acquisition functions (#1738).

#### Other changes
* Various updates to improve numerical stability of `PairwiseGP` (#1754, #1755).
* Change batch range for `FullyBayesianPosterior` (1176a38352b69d01def0a466233e6633c17d6862, #1773).
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@esantorella esantorella Apr 24, 2023

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What's up with the commit hash?

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@Balandat Balandat Apr 24, 2023

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There are two commits that are relevant, one doesn't have an associated PR but I still want to refer to it here

* Make `gen_batch_initial_conditions` more flexible (#1779).
* Deprecate `objective` in favor of `posterior_transform` for `MultiObjectiveAnalyticAcquisitionFunction` (#1781).
* Use `prune_baseline=True` as default for `qNoisyExpectedImprovement` (#1796).
* Add `batch_shape` property to `SingleTaskVariationalGP` (#1799).
* Change minimum inferred noise level for `SaasFullyBayesianSingleTaskGP` (#1800).

#### Bug fixes
* Add `output_task` to `MultiTaskGP.construct_inputs` (#1753).
* Fix custom bounds handling in test problems (#1760).
* Remove incorrect `BotorchTensorDimensionWarning` (#1790).
* Fix handling of non-Container-typed positional arguments in `SupervisedDatasetMeta` (#1663).


## [0.8.3] - Mar 15, 2023

#### New Features
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