bayesian-optimization/BayesianOptimization

Issues

• Internal sorting of parameter keys leads to unexpected behaviour when registering an array

  #530 opened 3 months ago by till-m
  13

• Acquisition function suggests good points but never converges to the optimum

  #533 opened a month ago by A-J-F-Mackintosh
  5

• JOSS paper?

  #484 opened 7 months ago by bwheelz36
  10

• The next best guess does not match the real sample point.

  #528 opened 3 months ago by linghuix
  5

• Suggest-Evaluate-Register paradigm not working with constraints

  #526 opened 3 months ago by Vidarrwin
  3

• simple question about selecting next x values in acquisition function

  #522 opened 4 months ago by Yoonho-Na
  8

• support PEP 484

  #493 opened 4 months ago by phi-friday
  10

• Optimize multiple functions

  #492 opened 4 months ago by laukejas
  2

• Handling sparse categorical data

  #519 opened 4 months ago by evancollins1
  8

• Gaussian Process regressor does not fit all the points

  #513 opened 4 months ago by jorisparet
  4

• Docs: Deploy Multiple Versions

  #504 opened 4 months ago by till-m
  3

• cannot import acquisition

  #517 opened 4 months ago by cnsolari
  1

• zero division error when using ei utility function

  #516 opened 5 months ago by Yoonho-Na
  2

• cannot import name 'acquisition' from 'bayes_opt'

  #500 opened 6 months ago by dinghly
  4

• `ScreenLogger.format_number` does not account for minus sign, potentially truncating exponents

  #515 opened 5 months ago by till-m
  0

• optimizer.max['target'] returns the smallest negative value?

  #514 opened 5 months ago by Gabriel-p
  4

• TypeError: 'NoneType' object is not subscriptable self._space.max()

  #502 opened 6 months ago by james-imi
  2

• apply ruff

  #496 opened 6 months ago by phi-friday
  0

• Support high-dimensional BO

  #499 opened 6 months ago by jacktang
  2

• Potential for ANSI colours to remain active

  #488 opened 6 months ago by d7919
  2

• support `numpy>=2`

  #490 opened 6 months ago by phi-friday
  9

• Bounds Transformer doesn't work after loading the logs

  #486 opened 6 months ago by pawlissimo
  9

• Implement `gp_hedge` acquisition function

  #439 opened 6 months ago by pfebrer
  13

• Inclusion of other adquisition functions

  #475 opened 6 months ago by oarcelus
  2

• Move `static` inside `docsrc`

  #467 opened 6 months ago by bwheelz36
  1

• Bug with the sequential domain reduction

  #476 opened 6 months ago by bwkong
  9

• `suggest` does not work as expected in constrained optimization

  #481 opened 7 months ago by yichenfu
  5

• Domain reduction with the Suggest-Evaluate-Register Paradigm

  #480 opened 7 months ago by AArriandiaga
  3

• Logging for multiple constraints to be fixed

  #478 opened 7 months ago by valentinafarrelli
  5

• add supported python versions badge to readme

  #460 opened 7 months ago by bwheelz36
  2

• How to vectorize the target function parameters?

  #477 opened 8 months ago by jacktang
  4

• Problem about ```allow_duplicate_points```

  #468 opened 8 months ago by Forestsene
  4

• Visualization

  #474 opened 8 months ago by Daniele-Dondi
  6

• random_state not working as expected when using constraints

  #463 opened 9 months ago by IrHaque
  4

• Experience with 4D or higher parameter spaces

  #469 opened 9 months ago by BSchuett-fzi
  4

• Constrained optimization but constraint function is unknown

  #473 opened 9 months ago by jacktang
  4

• `suggest` does not return the maximum of acquisition function

  #470 opened 10 months ago by yichenfu
  7

• ```constraint``` and ```allow_duplicate_points``` can't be used at the same time.

  #471 opened 10 months ago by Forestsene
  1

• How to use specific init_points

  #464 opened 10 months ago by Forestsene
  3

• [Question] can I use ML model as a black_box function?

  #462 opened a year ago by henjoe
  2

• NotUniqueError encountered for constrained problems.

  #461 opened a year ago by iffanh
  4

• 'str object has no attribute reproduce'

  #459 opened a year ago by Alistair-Turcan
  5

• Verbose=2 doesn't work in terminal or bash

  #452 opened a year ago by Dmonzer
  1

• pbounds step size

  #449 opened a year ago by cqllysto
  2

• Pass *args, *kwargs as non-optimized arguments to the cost function

  #451 opened a year ago by lindeloev
  3

• Manually provide observed samples as init points

  #450 opened a year ago by zerzerzerz
  2

• How to specify pbounds when there are no variable names per se

  #446 opened a year ago by tomsturges
  7

• Make n_restarts_optimizer dynamic

  #448 opened a year ago by hwrightson
  2

• Values outside pbounds

  #443 opened a year ago by vanessastadAIT
  7

• support multiple parameters

  #442 opened a year ago by MarkMa1990
  2