From 42d8b11d2eb4b70959bb90eebed476621b4ce751 Mon Sep 17 00:00:00 2001 From: Lennart Schneider Date: Wed, 28 Feb 2024 18:40:23 +0100 Subject: [PATCH] docs: update NEWS.md --- NEWS.md | 7 ++++++- 1 file changed, 6 insertions(+), 1 deletion(-) diff --git a/NEWS.md b/NEWS.md index 6d0880ba..7699a5b3 100644 --- a/NEWS.md +++ b/NEWS.md @@ -1,10 +1,15 @@ # mlr3mbo 0.2.1.9000 +* feat: `OptimizerMbo` and `TunerMbo` now update the `Surrogate` a final time after the optimization process finished to + ensure that the `Surrogate` correctly reflects the state of being trained on all data seen during optimization. +* fix: `AcqFunction` domain construction now respects `Surrogate` cols_x field. +* feat: support more than one candidate point as a result of acquisition function optimization even for + non-batch acquisition functions. * feat: added `default_gp` and `default_rf` helpers that allow for construction of a default Gaussian Process and random forest as for example used within `default_surrogate`. * refactor: changed Gaussian Process and random forest defaults (in `default_gp` and `default_rf` and therefore also in `default_surrogate`). Gaussian Process now uses a `"matern5_2"` kernel. Random forest now uses 100 trees. - The number of trees used in the fallback random forest was reduced to 10. + The number of trees used in the fallback random forest was reduced to 10. # mlr3mbo 0.2.1