src.data.poly module

Non-linear “poly-varied” synthetic regression builder.

class src.data.poly.PolyVariedBuilder(num_workers: int, n_samples: int = 100, n_features: int = 110, max_degree: int = 4, noise: float = 0.0, shard: bool = False, seed: int | None = None)

Bases: AbstractDataBuilder