langtest.tasks.task.TextClassification#

class TextClassification#

Bases: BaseTask

Text Classification task.

__init__()#

Methods

__init__()
column_mapping(item_keys, columns_names, ...)	Return the column mapping.
create_sample(row_data[, feature_column, ...])	Create a sample.
load_model(model_path, model_hub, *args, ...)	Load the model.

Attributes

get_sample_cls	Return the sample class.
task_registry

column_mapping(item_keys, columns_names, *args, **kwargs)#

Return the column mapping.

create_sample(row_data: dict, feature_column='text', target_column: SequenceLabel | str = 'label') → SequenceClassificationSample#

Create a sample.

property get_sample_cls#

Return the sample class.

classmethod load_model(model_path: str, model_hub: str, *args, **kwargs)#

Load the model.

sample_class#

alias of SequenceClassificationSample