Scores
bocoel.Score
Bases: Protocol
__call__ abstractmethod
__call__(target: Any, references: list[Any]) -> float
Evaluate the target with respect to the references.
Parameters:
Name | Type | Description | Default |
---|---|---|---|
target | Any | The target to evaluate. | required |
references | list[Any] | The references to evaluate against. | required |
Returns:
Type | Description |
---|---|
float | The score for the target. |
Source code in src/bocoel/models/scores/interfaces.py
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bocoel.NltkBleuScore
Bases: Score
bocoel.SacreBleuScore
SacreBleuScore()
Bases: Score
Source code in src/bocoel/models/scores/bleu.py
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bocoel.models.scores.rouge._RougeScoreType module-attribute
_RougeScoreType = Literal['rouge-1', 'rouge-2', 'rouge-l']
bocoel.RougeScore
RougeScore(metric: _RougeScoreType)
Bases: Score
Source code in src/bocoel/models/scores/rouge.py
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bocoel.models.scores.rouge._RougeScore2Type module-attribute
_RougeScore2Type = Literal['rouge1', 'rouge2', 'rougeL']
bocoel.RougeScore2
RougeScore2(typ: _RougeScore2Type)
Bases: Score
Source code in src/bocoel/models/scores/rouge.py
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bocoel.OneHotChoiceAccuracy
Bases: Score
bocoel.MultiChoiceAccuracy
Bases: Score