lenskit.schemas.tuning.TuningSpec#
- class lenskit.schemas.tuning.TuningSpec#
Bases:
pydantic.BaseModelData model for hyperparameter tuning specifications.
- classmethod load(path)#
Load the tuning specification from the file.
Note
This load does not merge the global defaults.
- Parameters:
path (pathlib.Path)
- Return type:
- file_path: Annotated[pathlib.Path | None, Field(exclude=True)] = None#
The path to the spec file.
- search: SearchConfig#
Options for the hyperparameter search.
- space: dict[str, SearchSpace]#
The search space for tuning.
- pipeline: PipelineFile | lenskit.schemas.pipeline.PipelineConfig#
The pipeline to tune.
- property component_name: str | None#
Get the name of the tuned component, if the search specifies parameters for a single component.
- Return type:
str | None
- resolve_path(path)#
Resolve a path relative to this specification’s file.
- Parameters:
path (pathlib.Path | str)
- Return type: