Release 0.3.1

Improvements

add missing imports to acquisition function functionality (#100)

Release 0.3.0

New functionality

add Monte-Carlo samplers (and corresponding acquisition function builders) for the reparametrization trick with (non-batch) acquisition functions (#94) (#95)
add an acquisition rule for batches of points (#69)
add expected constrained improvement acquisition function (#9)
add a static probabilistic model interface (#23)
add method for Cartesian product of search spaces (#68)

Improvements

rename datasets module to data (#10)
add unit tests (#62) (#60) (#59) (#58) (#44) (#31)
improve VGP update efficiency and stability (#46)
make BayesianOptimizer attributes observer and search_space private (#15)
update Slack invitation link (#71)
fix VGP model in notebook "EGO with a failure region" (#45)

Build changes

remove master branch (#22)
introduce black formatter (#20)
include doctests in CI run (#19)
update CI to use new pip dependency resolver (#78)

Release 0.2.0

First PyPI release

Changelog

• Minor documentation changes only

Release 0.1.0

NOTE: There is no PyPI release for this version