Issues

• Integer parameter sampling rejects valid large bounds on Windows

  bayesian-optimization/BayesianOptimization#623 · Filter by author AHMETHAKANBEZIR1 opened on Oct 2, 2026

• ExpectedImprovement returns NaN for zero predictive variance at the improvement threshold

  bayesian-optimization/BayesianOptimization#621 · Filter by author AHMETHAKANBEZIR1 opened on Oct 2, 2026

• Allow partial domain reduction when there is a combination of continous and discrete parameter

  enhancement
  bayesian-optimization/BayesianOptimization#620 · Filter by author ericbumbalough opened on Sep 25, 2026
  1

• Consider dropping Python 3.9 and 3.10 support

  bayesian-optimization/BayesianOptimization#616 · Filter by author phi-friday opened on Jun 7, 2026
  2

• Re-introduce event subscription?

  enhancement
  bayesian-optimization/BayesianOptimization#610 · Filter by author peanutfun opened on May 28, 2026
  1

• Parallelisation

  enhancement
  bayesian-optimization/BayesianOptimization#583 · Filter by author lesshaste opened on Jul 11, 2025
  4

• LLM Code review

  enhancement
  Feature

  bayesian-optimization/BayesianOptimization#565 · Filter by author t-muser opened on May 20, 2025
  1

  

• Support high-dimensional BO

  enhancement
  bayesian-optimization/BayesianOptimization#499 · Filter by author jacktang opened on Jul 15, 2024
  15

• JOSS paper?

  enhancement
  bayesian-optimization/BayesianOptimization#484 · Filter by author bwheelz36 opened on Jun 24, 2024
  12

  

• Convergence criteria

  enhancement
  bayesian-optimization/BayesianOptimization#381 · Filter by author gaborantal opened on Nov 23, 2022
  8