orkgnlp.clustering.predicates.decoder.PredicatesRecommenderDecoder

class PredicatesRecommenderDecoder(train_df, predicates)[source]

Bases: ORKGNLPBaseDecoder

The PredicatesRecommenderDecoder decodes the Predicates’ recommendation service model’s output to a user-friendly one.

Parameters

  • train_df (DataFrame) – The training dataframe of the service.

  • predicates (Dict[str, List[Dict[str, str]]]) – Dict object representing the mapping from comparisons to predicates.

Methods

decode

Decodes the model's output to a user-friendly format.

release_memory

Releases the memory of all available attributes in a pipeline component.
decode(model_output, **kwargs)[source]

Decodes the model’s output to a user-friendly format.

Parameters

model_output (Union[Any, Generator[Any, None, None]]) – The model’s output to be decoded.

Return type

Any

Returns

The user-friendly output.

release_memory()

Releases the memory of all available attributes in a pipeline component.