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Releases: bayesian-optimization/BayesianOptimization

v1.4.3

25 Apr 21:59
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New Contributors

Full Changelog: v1.4.2...v1.4.3

v1.4.2

04 Dec 05:43
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updates to setup.py reflecting minimum supported python version

v1.4.1

29 Nov 10:04
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fixes the issues described in #257, #258, #385

v1.4.0

27 Nov 23:33
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  • some bug fixes for contraints models
  • update code to explicitly handle duplicate points
  • update the maximize method for a more consistent approach in setting gp params and acquisition functions.

v1.3.1

26 Oct 23:02
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Reverted to previews Queue implementation to allow users to pickle BayesianOptimization object

v1.3.0

24 Oct 09:13
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First update after many years. Among many new features detailed below, will now work with scipy > 1.8

What's Changed

New Contributors

Full Changelog: 1.2.0...v1.3.0

Better search control

16 May 16:03
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Two new features are included in this release:

  1. Kappa decay: Allows for dynamical changing the balance between exploration and exploitation during the optimization process (when using UCB).
  2. Sequential domain reduction: Ability to zoom-in promising regions in the search space for faster convergence.

This release is brought to you by:

  1. ben-arnao
  2. osullivryan

Bump last release to 1.1.0

17 Feb 17:21
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Latest release included changes to Events.OPTIMIZATION_STEP that were worthy of a minor version bump.

Faster iterations

17 Feb 16:59
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This release simplifies the proxy search making the process faster.

Increase test coverage and better examples

12 Feb 22:40
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This release comes with a number with small fixes (typos and etc.) as well as more tests.