matchzoo.datasets.toy package

Module contents

matchzoo.datasets.toy.load_data(stage='train', task='ranking', return_classes=False)

Load WikiQA data.

Parameters:
  • stage (str) – One of train, dev, and test.
  • task (str) – Could be one of ranking, classification or a matchzoo.engine.BaseTask instance.
  • return_classes (bool) – True to return classes for classification task, False otherwise.
Return type:

Union[DataPack, Tuple[DataPack, list]]

Returns:

A DataPack unless task is classificiation and return_classes is True: a tuple of (DataPack, classes) in that case.

Example

>>> import matchzoo as mz
>>> stages = 'train', 'dev', 'test'
>>> tasks = 'ranking', 'classification'
>>> for stage in stages:
...     for task in tasks:
...         _ = mz.datasets.toy.load_data(stage, task)
matchzoo.datasets.toy.load_embedding()