langtest.transform.representation.GenderRepresentation#

class GenderRepresentation#

Bases: BaseRepresentation

Subclass of BaseRepresentation that implements the gender representation test.

alias_name#

The list of test names that identify the representation measure.

Type:

List[str]

__init__()#

Methods

__init__()
async_run(sample_list, model, **kwargs)	Creates a task for the run method.
run(model, **kwargs)	Computes the actual results for the Gender Representation test.
transform(data, params)	param test: name of the test

Attributes

alias_name

async classmethod async_run(sample_list: List[Sample], model: ModelFactory, **kwargs)#

Creates a task for the run method.

Parameters:

• sample_list (List[Sample]) – The input data to be evaluated for representation test.

• model (ModelFactory) – The model to be used for the computation.

Returns:

The task for the run method.

Return type:

asyncio.Task

async run(model: ModelFactory, **kwargs) → List[Sample]#

Computes the actual results for the Gender Representation test.

Parameters:

• sample_list (List[Sample]) – The input data to be evaluated for representation test.

• model (ModelFactory) – The model factory object.

Returns:

The list of samples with actual results.

Return type:

List[Sample]

transform(data, params)#

Parameters:

• test (str) – name of the test

• data (List[Sample]) – The input data to be evaluated for representation test.

• params – parameters specified in config.

Raises:

ValueError – If sum of specified proportions in config is greater than 1

Returns:

Gender Representation test results.

Return type:

List[Sample]