lenskit.schemas.tuning

Attributes

ErrorAction	Action to take when a trial fails.
SearchSpace	Specification of the (possibly nested) hyperparameter search space for a

Classes

IterativeConfig	Options for iterative search.
SearchConfig	Configuration options for the hyperparameter search.
TuningSpec	Data model for hyperparameter tuning specifications.
PipelineFile	Load a pipeline from a file.
SearchParam

Module Contents

type lenskit.schemas.tuning.ErrorAction = Literal['abort', 'continue']

Action to take when a trial fails.

type lenskit.schemas.tuning.SearchSpace = Mapping[str, SearchParam | SearchSpace]

Specification of the (possibly nested) hyperparameter search space for a component.

Exported Aliases

lenskit.schemas.tuning.load_model_data()

Re-exported alias for lenskit.schemas._load.load_model_data().

class lenskit.schemas.tuning.PipelineConfig

Re-exported alias for lenskit.schemas.pipeline.PipelineConfig.