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fix: Attribute Error when tuning hyperparameters #437

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fix: Attribute Error when tuning hyperparameters #437

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6 changes: 5 additions & 1 deletion edsnlp/tune.py
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Original file line number Diff line number Diff line change
Expand Up @@ -292,7 +292,11 @@ def on_validation_callback(all_metrics):
raise
scorer = GenericScorer(**kwargs["scorer"])
val_data = kwargs["val_data"]
score = scorer(nlp, val_data)
print(val_data)
# val_docs = list(chain.from_iterable(val_data))
val_docs = list(val_data)
print(val_docs)
score = scorer(nlp, val_docs)
for key in metric:
score = score[key]
return score
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8 changes: 8 additions & 0 deletions tests/tuning/config.yml
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Expand Up @@ -113,6 +113,14 @@ val_data:
span_setter : 'gold_spans'
span_attributes : ['sosy', 'unit', 'negation']
bool_attributes : ['negation'] # default standoff to doc converter
'@readers': standoff
path: tests/training/dataset/
converter:
- '@factory': eds.standoff_dict2doc
span_setter : 'gold_spans'
span_attributes : ['sosy', 'unit', 'negation']
bool_attributes : ['negation'] # default standoff to doc converter


# 🚀 TRAIN SCRIPT OPTIONS
train:
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