whylogs.core.metrics.nlp_metrics

Module Contents

Classes

NLPMetrics

Attributes

logger

whylogs.core.metrics.nlp_metrics.logger

class whylogs.core.metrics.nlp_metrics.NLPMetrics(prediction_field: str = None, target_field: str = None)

update(self, predictions: Union[List[str], str], targets: Union[List[str]], transform=None) → None

Function adds predictions and targets computation of nlp metrics.

Parameters

• predictions (Union[str,List[str]]) –

• targets (Union[List[str],str]) –

merge(self, other: NLPMetrics) → NLPMetrics

Merge two seperate nlp metrics

Parameters

other – nlp metrics to merge with self

Returns

merged nlp metrics

Return type

NLPMetrics

to_protobuf(self) → whylogs.proto.NLPMetricsMessage

Convert to protobuf

Returns

Protobuf Message

Return type

TYPE

classmethod from_protobuf(cls: NLPMetrics, message: whylogs.proto.NLPMetricsMessage)