Skip to content

NexuML

synthetic

`nexuml_library.data.synthetic`¶

nexuml_library.data.synthetic ¶

Synthetic dataset for testing architectures without real data.

TargetConfig `dataclass` ¶

Configuration for a synthetic target.

SyntheticDataset ¶

Bases: DataSourceDefinition

Universal synthetic tensor dataset for architecture testing.

Generates arbitrary feature tensors with optional targets: - reconstruction (features are their own target) - multiclass labels (from cluster assignments) - multilabel labels (random binary vectors) - multi-output regression targets (linear combination + noise)