matchzoo.auto.preparer.prepare
¶
Module Contents¶
-
matchzoo.auto.preparer.prepare.
prepare
(task:BaseTask, model_class:typing.Type[BaseModel], data_pack:mz.DataPack, callback:typing.Optional[BaseCallback]=None, preprocessor:typing.Optional[BasePreprocessor]=None, embedding:typing.Optional['mz.Embedding']=None, config:typing.Optional[dict]=None)¶ A simple shorthand for using
matchzoo.Preparer
.config is used to control specific behaviors. The default config will be updated accordingly if a config dictionary is passed. e.g. to override the default bin_size, pass config={‘bin_size’: 15}.
Parameters: - task – Task.
- model_class – Model class.
- data_pack – DataPack used to fit the preprocessor.
- callback – Callback used to padding a batch. (default: the default callback of model_class)
- preprocessor – Preprocessor used to fit the data_pack. (default: the default preprocessor of model_class)
- embedding – Embedding to build a embedding matrix. If not set, then a correctly shaped randomized matrix will be built.
- config – Configuration of specific behaviors. (default: return value of mz.Preparer.get_default_config())
Returns: A tuple of (model, preprocessor, data_generator_builder, embedding_matrix).