Issues

• 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

• Exogenous Parameters

  Feature

  emdgroup/baybe#775 · Filter by author sararuggeri opened on Apr 1, 2026 · Roadmap (no ETA)
  22

  

• Simulations with different campaigns as MCs

  Feature

  emdgroup/baybe#722 · Filter by author Hrovatin opened on Jan 12, 2026
  10

• Confidence metric for targets

  Question

  emdgroup/baybe#697 · Filter by author nihaase opened on Nov 25, 2025
  6

• Exploration/Exploitation Ratio explicitly made available to users

  Question

  emdgroup/baybe#681 · Filter by author juliecious opened on Oct 28, 2025
  5

• Reorganization of user guides and issues

  documentation
  Task

  emdgroup/baybe#677 · Filter by author AVHopp opened on Oct 23, 2025 · Roadmap (no ETA)
  3

• Refactor DiscreteDependeciesConstraint

  refactor
  Task

  emdgroup/baybe#670 · Filter by author Scienfitz opened on Oct 17, 2025 · Constraint Refactoring
  6