Table of Contents

• whylogs.core.metrics.nlp_metrics
  • NLPMetrics
    • update
    • merge
    • to_protobuf

NLPMetrics Objects

class NLPMetrics()

update

 | update(predictions: Union[List[str], str], targets: Union[List[str]], transform=None) -> None

Function adds predictions and targets computation of nlp metrics.

Arguments:

predictions (Union[str,List[str]]): targets (Union[List[str],str]):

merge

 | merge(other: "NLPMetrics") -> "NLPMetrics"

Merge two seperate nlp metrics

Arguments:

other : nlp metrics to merge with self

Returns:

• NLPMetrics - merged nlp metrics

to_protobuf

 | to_protobuf() -> NLPMetricsMessage

Convert to protobuf

Returns:

• TYPE - Protobuf Message