nexuml_library.scenarios.data.synthetic

nexuml_library.scenarios.data.synthetic

Synthetic data scenario fragments.

synthetic_vector_data

synthetic_vector_data(
    feature_shape: tuple[int, ...] = (128,),
    num_samples: int = 1000,
    noise_type: str = "gaussian",
    num_clusters: int | None = None,
    targets: list[TargetSpec] | None = None,
    seed: int = 42,
    feature_key: str = "features",
) -> DataSpec

Create a DataSpec for synthetic vector data.

Returns:

Name	Type	Description
DataSpec	DataSpec	Synthetic dataset specification.