instancelib.environment.text module

class instancelib.environment.text.TextEnvironment(dataset, labelprovider)

Bases: MemoryEnvironment[MemoryTextInstance[KT, VT], Union[KT, UUID], str, VT, str, LT], Generic[KT, VT, LT]

Parameters:

• dataset (InstanceProvider[TypeVar(InstanceType, bound= Instance[Any, Any, Any, Any]), TypeVar(KT), TypeVar(DT), TypeVar(VT), TypeVar(RT)]) –

• labelprovider (LabelProvider[TypeVar(KT), TypeVar(LT)]) –

classmethod from_data(target_labels, indices, data, ground_truth, vectors)

Parameters:

• target_labels (Iterable[TypeVar(LT)]) –

• indices (Sequence[TypeVar(KT)]) –

• data (Sequence[str]) –

• ground_truth (Sequence[Iterable[TypeVar(LT)]]) –

• vectors (Optional[Sequence[TypeVar(VT)]]) –

Return type:

Self