Issues

• Unintuitive usage of steepness for SigmoidTransformation

  emdgroup/baybe#947 · Filter by author AVHopp opened on Oct 29, 2026

• SHAPInsight's KernelExplainer triggers unnecessary O(batch²) memory via joint=True posterior calls

  bug
  emdgroup/baybe#946 · Filter by author nihaase opened on Oct 29, 2026
  1

• Constraint sort order can produce incorrect candidates

  Bug

  emdgroup/baybe#945 · Filter by author AdrianSosic opened on Oct 29, 2026
  3

• Targets without measurements in multi-target cases

  Bug

  emdgroup/baybe#938 · Filter by author AdrianSosic opened on Oct 23, 2026

• Product constraints for conti parameters

  new feature
  Feature

  emdgroup/baybe#937 · Filter by author AdrianSosic opened on Oct 20, 2026
  2

• Add ExpertGuidedGaussianProcessSurrogate for Expert Knowledge via GP Mean

  Feature

  emdgroup/baybe#931 · Filter by author Scienfitz opened on Oct 14, 2026
  2

• Holistic doctest design

  Task

  emdgroup/baybe#906 · Filter by author AdrianSosic opened on Aug 31, 2026 · Roadmap (no ETA)
  2

• Typecheck examples

  typing
  Task

  emdgroup/baybe#903 · Filter by author AdrianSosic opened on Aug 20, 2026 · Roadmap (no ETA)
  3

  

• Ensemble of surrogates with different representations

  Feature

  emdgroup/baybe#886 · Filter by author Hrovatin opened on Aug 13, 2026
  4

  

• Add Per-Constraint validate_searchspace_context and Ensure Important Validations

  refactor
  Task

  emdgroup/baybe#878 · Filter by author Scienfitz opened on Jul 30, 2026 · Constraint Refactoring
  

• Rework Constraints Interface

  refactor
  Task

  emdgroup/baybe#877 · Filter by author Scienfitz opened on Jul 30, 2026 · Constraint Refactoring
  

• Add Missing Polars Implementations for Constraints

  refactor
  Task

  emdgroup/baybe#876 · Filter by author Scienfitz opened on Jul 30, 2026 · Constraint Refactoring
  

• Hybrid spaces: wire BoTorch's optimize_acqf_mixed_alternating as a scalable alternative to brute-force optimize_acqf_mixed

  Feature

  emdgroup/baybe#869 · Filter by author marcelmbn opened on Jul 25, 2026 · Roadmap (no ETA)
  3

• Refactor Tests

  tests
  Task

  emdgroup/baybe#859 · Filter by author AdrianSosic opened on Jul 9, 2026
  

• Refactor Constraints

  refactor
  Feature

  emdgroup/baybe#847 · Filter by author Scienfitz opened on Jul 2, 2026 · 0.17.0
  5

  

• Strict dataframe validation

  enhancement
  Task

  emdgroup/baybe#830 · Filter by author AdrianSosic opened on Jun 18, 2026

• Estimate Recommendation Time

  Feature

  emdgroup/baybe#818 · Filter by author Scienfitz opened on Jun 2, 2026 · Roadmap (no ETA)
  1

• Further GP Improvements

  Feature

  emdgroup/baybe#814 · Filter by author AdrianSosic opened on May 29, 2026 · 0.16.0

• No mechanism to navigate large/infinite spaces

  emdgroup/baybe#798 · Filter by author AdrianSosic opened on May 11, 2026

• Static encoded-columns hack in transform

  emdgroup/baybe#797 · Filter by author AdrianSosic opened on May 11, 2026 · 0.16.0

• Eager search space materialization

  emdgroup/baybe#796 · Filter by author AdrianSosic opened on May 11, 2026

• Dataframe backend lock-in

  emdgroup/baybe#795 · Filter by author AdrianSosic opened on May 11, 2026

• Unenforced search space invariants

  emdgroup/baybe#794 · Filter by author AdrianSosic opened on May 11, 2026 · 0.16.0

• SubspaceDiscrete Refactor — Problem Statement

  emdgroup/baybe#793 · Filter by author AdrianSosic opened on May 11, 2026

• Verify how equality checks are done when floating point numbers are involved

  refactor
  Task

  emdgroup/baybe#779 · Filter by author AVHopp opened on Apr 10, 2026