baybe.recommenders.pure.bayesian.botorch.continuous.recommend_continuous_without_cardinality_constraints¶

baybe.recommenders.pure.bayesian.botorch.continuous.recommend_continuous_without_cardinality_constraints(recommender: BotorchRecommender, subspace_continuous: SubspaceContinuous, batch_size: int)[source]¶

Recommend from a continuous search space without cardinality constraints.

Parameters:

recommender¶ (BotorchRecommender) – The recommender instance.
subspace_continuous¶ (SubspaceContinuous) – The continuous subspace from which to generate recommendations.
batch_size¶ (int) – The size of the recommendation batch.

Return type:

tuple[Tensor, Tensor]

Returns:

The recommendations and corresponding acquisition values.

Raises:

ValueError – If the continuous search space has cardinality constraints.