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Title: Acquisition function API redesign by till-m · Pull Request #447 · bayesian-optimization/BayesianOptimization · GitHub

Open Graph Title: Acquisition function API redesign by till-m · Pull Request #447 · bayesian-optimization/BayesianOptimization

X Title: Acquisition function API redesign by till-m · Pull Request #447 · bayesian-optimization/BayesianOptimization

Description: Redesign the way acquisition functions work. Content: Deletes the UtilityFunction class and replaces it with a generic AcquisitionFunction base class Delete acq_max, let each acquisition function ...

Open Graph Description: Redesign the way acquisition functions work. Content: Deletes the UtilityFunction class and replaces it with a generic AcquisitionFunction base class Delete acq_max, let each acquisition function ...

X Description: Redesign the way acquisition functions work. Content: Deletes the UtilityFunction class and replaces it with a generic AcquisitionFunction base class Delete acq_max, let each acquisition function ...

Opengraph URL: https://github.com/bayesian-optimization/BayesianOptimization/pull/447

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Oct 22, 2023https://github.com/bayesian-optimization/BayesianOptimization/pull/447#issue-1955843028
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Implement gp_hedge acquisition function #439https://github.com/bayesian-optimization/BayesianOptimization/issues/439
Proper parallel optimisation #347https://github.com/bayesian-optimization/BayesianOptimization/issues/347
feat(bayesian_optimization.py): Allow registering of temporary observations #365https://github.com/bayesian-optimization/BayesianOptimization/pull/365
Proper parallel optimisation #347https://github.com/bayesian-optimization/BayesianOptimization/issues/347
feat(bayesian_optimization.py): Allow registering of temporary observations #365https://github.com/bayesian-optimization/BayesianOptimization/pull/365
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October 22, 2023 11:19https://github.com/bayesian-optimization/BayesianOptimization/pull/447#commits-pushed-cf4c213
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Redesign the acquisition function APIhttps://github.com/bayesian-optimization/BayesianOptimization/pull/447/commits/cf4c2133e1b3e6957de4a9035d2ea3060a9cbd61
cf4c213https://github.com/bayesian-optimization/BayesianOptimization/pull/447/commits/cf4c2133e1b3e6957de4a9035d2ea3060a9cbd61
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Add async optimization w/ kriging believer examplehttps://github.com/bayesian-optimization/BayesianOptimization/pull/447/commits/a5c12dd145157fe5cfac0c98890f9b59a58add79
a5c12ddhttps://github.com/bayesian-optimization/BayesianOptimization/pull/447/commits/a5c12dd145157fe5cfac0c98890f9b59a58add79
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Use typing.Union instead of |https://github.com/bayesian-optimization/BayesianOptimization/pull/447/commits/8038b51acf5109e9c6e95ffa73d77f45495d04ac
8038b51https://github.com/bayesian-optimization/BayesianOptimization/pull/447/commits/8038b51acf5109e9c6e95ffa73d77f45495d04ac
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October 22, 2023 12:03https://github.com/bayesian-optimization/BayesianOptimization/pull/447#event-10733161405
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Add ConstantLiar, fix bugs, reran codehttps://github.com/bayesian-optimization/BayesianOptimization/pull/447/commits/7172243484e7b0c393689f82836ee44834f84330
7172243https://github.com/bayesian-optimization/BayesianOptimization/pull/447/commits/7172243484e7b0c393689f82836ee44834f84330
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Nov 23, 2023https://github.com/bayesian-optimization/BayesianOptimization/pull/447#issuecomment-1824717586
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Fix typohttps://github.com/bayesian-optimization/BayesianOptimization/pull/447/commits/fde1a706f705999beca2e80e20681124d7c952fa
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Jan 23, 2024 https://github.com/bayesian-optimization/BayesianOptimization/pull/447#ref-issue-1335469162
Proper parallel optimisation #347 https://github.com/bayesian-optimization/BayesianOptimization/issues/347
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Slight changes, add many testshttps://github.com/bayesian-optimization/BayesianOptimization/pull/447/commits/0ce081dabd1d3e10e768b09f9ea70cfd420feb4c
0ce081dhttps://github.com/bayesian-optimization/BayesianOptimization/pull/447/commits/0ce081dabd1d3e10e768b09f9ea70cfd420feb4c
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Jan 31, 2024 https://github.com/bayesian-optimization/BayesianOptimization/pull/447#ref-issue-1710931854
html docs: please review and suggest! #425 https://github.com/bayesian-optimization/BayesianOptimization/issues/425
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February 28, 2024 14:16https://github.com/bayesian-optimization/BayesianOptimization/pull/447#commits-pushed-94d2e99
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Add base_acq ThompsonSampling, fix a bug in KrigingBelieverhttps://github.com/bayesian-optimization/BayesianOptimization/pull/447/commits/94d2e99d881d06e1fd06df22516b14d30b51bb8f
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Merge branch 'master' into acq-redesignhttps://github.com/bayesian-optimization/BayesianOptimization/pull/447/commits/393e8179fbb5aa5ef0ff203ff0793dce0a61b500
393e817https://github.com/bayesian-optimization/BayesianOptimization/pull/447/commits/393e8179fbb5aa5ef0ff203ff0793dce0a61b500
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Clean code, add docstringshttps://github.com/bayesian-optimization/BayesianOptimization/pull/447/commits/72090062ce9816f0c4bf246f52cf3b1ecaeb3e79
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add tests, rm kriging believer, dont use gp hedge as defaulthttps://github.com/bayesian-optimization/BayesianOptimization/pull/447/commits/905b8f298909fb5aa6c5135349c8c2cc7a050c3a
905b8f2https://github.com/bayesian-optimization/BayesianOptimization/pull/447/commits/905b8f298909fb5aa6c5135349c8c2cc7a050c3a
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Apr 23, 2024 https://github.com/bayesian-optimization/BayesianOptimization/pull/447#ref-issue-2258419927
Inclusion of other adquisition functions #475 https://github.com/bayesian-optimization/BayesianOptimization/issues/475
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Merge branch 'master' into acq-redesignhttps://github.com/bayesian-optimization/BayesianOptimization/pull/447/commits/f3f09e6ad66067033980ee6f1b832da8ca88c8b1
f3f09e6https://github.com/bayesian-optimization/BayesianOptimization/pull/447/commits/f3f09e6ad66067033980ee6f1b832da8ca88c8b1
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Apr 27, 2024 https://github.com/bayesian-optimization/BayesianOptimization/pull/447#ref-issue-577188688
Parallel evaluations #212 https://github.com/bayesian-optimization/BayesianOptimization/issues/212
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Jun 25, 2024 https://github.com/bayesian-optimization/BayesianOptimization/pull/447#ref-issue-2371221711
JOSS paper? #484 https://github.com/bayesian-optimization/BayesianOptimization/issues/484
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June 25, 2024 09:40https://github.com/bayesian-optimization/BayesianOptimization/pull/447#commits-pushed-10ec6e8
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Merge branch 'bayesian-optimization:master' into acq-redesignhttps://github.com/bayesian-optimization/BayesianOptimization/pull/447/commits/10ec6e8c3e6f4237524c04b454ca37ba0b4f600d
10ec6e8https://github.com/bayesian-optimization/BayesianOptimization/pull/447/commits/10ec6e8c3e6f4237524c04b454ca37ba0b4f600d
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Use self.base_acq instead of supplying it as an argument to `._get_…https://github.com/bayesian-optimization/BayesianOptimization/pull/447/commits/e212d49be5df48b3d39463081a099d8350a5c13b
e212d49https://github.com/bayesian-optimization/BayesianOptimization/pull/447/commits/e212d49be5df48b3d39463081a099d8350a5c13b
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Add special exceptions covering too few registered pointshttps://github.com/bayesian-optimization/BayesianOptimization/pull/447/commits/ddbc19fb83edf5c99e7231a86e773c6581fe7d9f
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Notebook to showcase acquisition functionshttps://github.com/bayesian-optimization/BayesianOptimization/pull/447/commits/6310ca2cfc67211c503e1d61b667be0960762c67
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Drop references to believer from scripthttps://github.com/bayesian-optimization/BayesianOptimization/pull/447/commits/e462863a0d667e162f828567c30a03081566f52a
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Merge branch 'master' into acq-redesignhttps://github.com/bayesian-optimization/BayesianOptimization/pull/447/commits/60704b5097f4b31b6c9661200390be0dd9c42d91
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Delete deprecated parameters from suggesthttps://github.com/bayesian-optimization/BayesianOptimization/pull/447/commits/e0e3dd59fca819fe5a06c35e831e2b4dfe680d12
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Use abc.ABC for acquisition base classhttps://github.com/bayesian-optimization/BayesianOptimization/pull/447/commits/c94a9c6cb02ff330d570e8e85c21d087c17608f4
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Fix type signature breaking Python 3.9https://github.com/bayesian-optimization/BayesianOptimization/pull/447/commits/3d857341f4059e8484666c6f65fbfb63599f56ba
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chore: Support numpy v2 #491 https://github.com/bayesian-optimization/BayesianOptimization/pull/491
support PEP 484 #493 https://github.com/bayesian-optimization/BayesianOptimization/issues/493
feat: try to support PEP 484 #494 https://github.com/bayesian-optimization/BayesianOptimization/pull/494
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Merge branch 'bayesian-optimization:master' into acq-redesignhttps://github.com/bayesian-optimization/BayesianOptimization/pull/447/commits/33c8add097b424de2a3287940d40dbc58e15963d
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Update of bayesian-optimization module breaks bayesan extension PyMoDAQ/PyMoDAQ#409 https://github.com/PyMoDAQ/PyMoDAQ/issues/409
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cannot import name 'UtilityFunction' from 'bayes_opt' TuringQ/deepquantum#47 https://github.com/TuringQ/deepquantum/issues/47
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Broken dependency in design space Bayesian optimization flexcompute/tidy3d#2322 https://github.com/flexcompute/tidy3d/issues/2322
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