caikit.core.augmentors.schemes.base

Core base class for Augmentor combination schemes.

Attributes

log
error

Classes

SchemeBase

Module Contents

caikit.core.augmentors.schemes.base.log

caikit.core.augmentors.schemes.base.error

class caikit.core.augmentors.schemes.base.SchemeBase(preserve_order, augmentors, random_seed)

_preserve_order

_current_order

_augmentors

_init_state

execute(obj)

Execute the merged scheme, i.e., augment the object by leveraging the encapsulated augmentors.

Args:

obj (str | caikit.core.data_model.DataBase): Object to be augmented.

Returns:

str | caikit.core.data_model.DataBase: Augmented object of same type

as input obj.

reset()

Reset the random state of all encapsulated augmentors and the scheme itself.