qualia_core.preprocessing.Normalize module

class qualia_core.preprocessing.Normalize.Normalize(method: str = 'z-score', axis: tuple[int, ...] = (0,), debug: bool = False)

Bases: Preprocessing[RawDataModel, RawDataModel]

z_score(dataset: RawDataModel) → RawDataModel

min_max(datamodel: RawDataModel) → RawDataModel

methods: ClassVar[dict[str, Callable[[Self, RawDataModel], RawDataModel]]] = {'min-max': <function Normalize.min_max>, 'z-score': <function Normalize.z_score>}