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Maintenance Release, Updated Community Contributions

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@saitcakmak saitcakmak released this 27 Feb 05:58
v0.10.0
b6b8f9c

New Features

  • Introduce updated guidelines and a new directory for community contributions (#2167).
  • Add qEUBO preferential acquisition function (#2192).
  • Add Multi Information Source Augmented GP (#2152).

Bug Fixes

  • Fix condition_on_observations in fully Bayesian models (#2151).
  • Fix for bug that occurs when splitting single-element bins, use default BoTorch kernel for BAxUS. (#2165).
  • Fix a bug when non-linear constraints are used with q > 1 (#2168).
  • Remove unsupported X_pending from qMultiFidelityLowerBoundMaxValueEntropy constructor (#2193).
  • Don't allow data_fidelities=[] in SingleTaskMultiFidelityGP (#2195).
  • Fix EHVI, qEHVI, and qLogEHVI input constructors (#2196).
  • Fix input constructor for qMultiFidelityMaxValueEntropy (#2198).
  • Add ability to not deduplicate points in _is_non_dominated_loop (#2203).

Other Changes

  • Minor improvements to MVaR risk measure (#2150).
  • Add support for multitask models to ModelListGP (#2154).
  • Support unspecified noise in ContextualDataset (#2155).
  • Update HVKG sampler to reflect the number of model outputs (#2160).
  • Release restriction in OneHotToNumeric that the categoricals are the trailing dimensions (#2166).
  • Standardize broadcasting logic of q(Log)EI's best_f and compute_best_feasible_objective (#2171).
  • Use regular inheritance instead of dispatcher to special-case PairwiseGP logic (#2176).
  • Support PBO in EUBO's input constructor (#2178).
  • Add posterior_transform to qMaxValueEntropySearch's input constructor (#2181).
  • Do not normalize or standardize dimension if all values are equal (#2185).
  • Reap deprecated support for objective with 1 arg in GenericMCObjective (#2199).
  • Consistent signature for get_objective_weights_transform (#2200).
  • Update context order handling in ContextualDataset (#2205).
  • Update contextual models for use in MBM (#2206).
  • Remove (Identity)AnalyticMultiOutputObjective (#2208).
  • Reap deprecated support for soft_eval_constraint (#2223). Please use botorch.utils.sigmoid instead.

Compatibility

  • Pin mpmath <= 1.3.0 to avoid CI breakages due to removed modules in the latest alpha release (#2222).
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