From 92112b701dcc23011ce9a57026f10a5c2b4c2618 Mon Sep 17 00:00:00 2001 From: Sait Cakmak Date: Thu, 21 Apr 2022 16:43:53 -0700 Subject: [PATCH] Changelog for 0.6.4 (#1188) Summary: ... Pull Request resolved: https://github.com/pytorch/botorch/pull/1188 Reviewed By: Balandat Differential Revision: D35828707 Pulled By: saitcakmak fbshipit-source-id: 23d44b1439aff8b31f79a24238421c18b8b373c7 --- CHANGELOG.md | 27 +++++++++++++++++++++++++++ 1 file changed, 27 insertions(+) diff --git a/CHANGELOG.md b/CHANGELOG.md index 141ed3353a..114f7fc0d8 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -2,6 +2,33 @@ The release log for BoTorch. +## [0.6.4] - Apr 21, 2022 + +#### New Features +* Implement `ExpectationPosteriorTransform` (#903). +* Add `PairwiseMCPosteriorVariance`, a cheap active learning acquisition function (#1125). +* Support computing quantiles in the fully Bayesian posterior, add `FullyBayesianPosteriorList` (#1161). +* Add expectation risk measures (#1173). +* Implement Multi-Fidelity GIBBON (Lower Bound MES) acquisition function (#1185). + +#### Other Changes +* Add an error message for one shot acquisition functions in `optimize_acqf_discrete` (#939). +* Validate the shape of the `bounds` argument in `optimize_acqf` (#1142). +* Minor tweaks to `SAASBO` (#1143, #1183). +* Minor updates to tutorials (24f7fda7b40d4aabf502c1a67816ac1951af8c23, #1144, #1148, #1159, #1172, #1180). +* Make it easier to specify a custom `PyroModel` (#1149). +* Allow passing in a `mean_module` to `SingleTaskGP/FixedNoiseGP` (#1160). +* Add a note about acquisitions using gradients to base class (#1168). +* Remove deprecated `box_decomposition` module (#1175). + +#### Bug Fixes +* Bug-fixes for `ProximalAcquisitionFunction` (#1122). +* Fix missing warnings on failed optimization in `fit_gpytorch_scipy` (#1170). +* Ignore data related buffers in `PairwiseGP.load_state_dict` (#1171). +* Make `fit_gpytorch_model` properly honor the `debug` flag (#1178). +* Fix missing `posterior_transform` in `gen_one_shot_kg_initial_conditions` (#1187). + + ## [0.6.3] - Mar 28, 2022 #### New Features