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Add Data Augmentation for Invariant Contraints

new featureNew functionalityNew functionality

Status: Open.

Task

#621 In emdgroup/baybe;

· Scienfitz opened on Aug 15, 2025

Symmetry and Data Augmentation

dev

new featureNew functionalityNew functionality

Status: Open (in progress).

emdgroup/baybenumber 626

#626 In emdgroup/baybe;

· Scienfitz opened on Aug 21, 2025

Appropriately Handle Invariances

Status: Open.

Feature

#620 In emdgroup/baybe;

· Scienfitz opened on Aug 15, 2025

Dev mfbo cost aware wrapper

dev

new featureNew functionalityNew functionality

on holdPR progress is awaiting for something else to continuePR progress is awaiting for something else to continue

Status: Draft (not ready).

emdgroup/baybenumber 780

#780 In emdgroup/baybe;

· jpenn2023 opened on Apr 20, 2026

Multi fidelity acquisition functions and recommender logic

dev

on holdPR progress is awaiting for something else to continuePR progress is awaiting for something else to continue

Status: Draft (not ready).

emdgroup/baybenumber 756

#756 In emdgroup/baybe;

· jpenn2023 opened on Feb 27, 2026

Multi-fidelity surrogate models

dev

new featureNew functionalityNew functionality

Status: Open (in progress).

emdgroup/baybenumber 721

#721 In emdgroup/baybe;

· jpenn2023 opened on Jan 8, 2026

Unenforced search space invariants

Status: Open.

#794 In emdgroup/baybe;

· AdrianSosic opened on May 11, 2026

Static encoded-columns hack in transform

Status: Open.

#797 In emdgroup/baybe;

· AdrianSosic opened on May 11, 2026

Further GP Improvements

Status: Open.

Feature

#814 In emdgroup/baybe;

· AdrianSosic opened on May 29, 2026

Add outcome constraints

Status: Open (in progress).

emdgroup/baybenumber 792

#792 In emdgroup/baybe;

· Waschenbacher opened on May 8, 2026

Enable Coefficients for DiscreteSumConstraint and from_simplex

enhancementExpand / change existing functionalityExpand / change existing functionality

new featureNew functionalityNew functionality

Status: Open (in progress).

emdgroup/baybenumber 786

#786 In emdgroup/baybe;

· Scienfitz opened on Apr 29, 2026

Outcome constraints

Status: Open.

Feature

#603 In emdgroup/baybe;

· taidbui opened on Jul 31, 2025

Add _ReducedSearchSpace for parameter-only reduced search spaces

Status: Open (in progress).

emdgroup/baybenumber 819

#819 In emdgroup/baybe;

· kalama-ai opened on Jun 2, 2026

Refactor/recommendation dataframes

dev

refactor

Status: Open (in progress).

emdgroup/baybenumber 832

#832 In emdgroup/baybe;

· AdrianSosic opened on Jun 18, 2026