compose

data.transform.augmentation.compose.compose

BaseCompose

BaseCompose(transforms: Sequence[Union[BaseTransform, BaseCompose]], prob: float = 1.0)

여러 Data Transform들을 하나로 묶어서 관리해주는 Compose의 기본 interface를 정의합니다.

Source code in SaigeToolkit/data/transform/augmentation/compose/base_compose.py

def __init__(
    self, transforms: Sequence[Union[BaseTransform, BaseCompose]], prob: float = 1.0
) -> None:
    self.transforms = transforms
    self.prob = prob

Compose

Compose(transforms: Sequence[Union[BaseTransform, BaseCompose]], prob: float = 1.0)

Bases: BaseCompose

Source code in SaigeToolkit/data/transform/augmentation/compose/base_compose.py

def __init__(
    self, transforms: Sequence[Union[BaseTransform, BaseCompose]], prob: float = 1.0
) -> None:
    self.transforms = transforms
    self.prob = prob

SomeOf

SomeOf(k: int, replacement: bool = False, **kwargs)

Bases: BaseCompose

Source code in SaigeToolkit/data/transform/augmentation/compose/compose.py

def __init__(self, k: int, replacement: bool = False, **kwargs) -> None:
    super().__init__(**kwargs)
    self.k = k
    self.replacement = replacement