qualia_core.preprocessing.Normalize module

class qualia_core.preprocessing.Normalize.NormalizeMethod(axis: int | list[int] | None = None, debug: bool = False)

Bases: Preprocessing[RawDataModel, RawDataModel]

class qualia_core.preprocessing.Normalize.NormalizeZScore(axis: int | list[int] | None = None, debug: bool = False)

Bases: NormalizeMethod

class qualia_core.preprocessing.Normalize.NormalizeMinMax(axis: int | list[int] | None = None, debug: bool = False)

Bases: NormalizeMethod

class qualia_core.preprocessing.Normalize.Normalize(method: str = 'z-score', axis: int | list[int] | None = None, debug: bool = False)

Bases: Preprocessing[RawDataModel, RawDataModel]

methods: ClassVar[dict[str, type[NormalizeMethod]]] = {'min-max': <class 'qualia_core.preprocessing.Normalize.NormalizeMinMax'>, 'z-score': <class 'qualia_core.preprocessing.Normalize.NormalizeZScore'>}