All issues

Ensemble of surrogates with different representations

#886

· Hrovatin opened

on Aug 13, 2026

Add Per-Constraint `validate_searchspace_context` and Ensure Important Validations

#878

· Scienfitz opened

on Jul 30, 2026

·

Constraint Refactoring

Rework Constraints Interface

#877

· Scienfitz opened

on Jul 30, 2026

·

Constraint Refactoring

Add Missing Polars Implementations for Constraints

#876

· Scienfitz opened

on Jul 30, 2026

·

Constraint Refactoring

Unify `DiscreteSum` And `ContinuousLinear` Constraints

#875

· Scienfitz opened

on Jul 30, 2026

·

Constraint Refactoring

Merge `NoLabelDuplicates` And `LinkedParameters` Constraints Into `DegeneracyConstraint`

#874

· Scienfitz opened

on Jul 30, 2026

·

Constraint Refactoring

Rework `Exclude` Into `Filtering` Constraint, Add `exclude` Flag

#873

· Scienfitz opened

on Jul 30, 2026

·

Constraint Refactoring

Wrong Check for Objective Multi-Output Nature in `Surrogate.fit`

#870

· Scienfitz opened

on Jul 28, 2026

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

#869

· marcelmbn opened

on Jul 25, 2026

·

Roadmap (no ETA)

Refactor Tests

#859

· AdrianSosic opened

on Jul 9, 2026

Refactor Constraints

#847

· Scienfitz opened

on Jul 2, 2026

·

Strict dataframe validation

#830

· AdrianSosic opened

on Jun 18, 2026