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Update app.py
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app.py
CHANGED
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@@ -15,6 +15,15 @@ model_id_3 = "distilbert-base-uncased-finetuned-sst-2-english"
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model_id_4 = "lordtt13/emo-mobilebert"
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model_id_5 = "juliensimon/reviews-sentiment-analysis"
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def get_prediction(model_id):
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classifier = pipeline("text-classification", model=model_id, return_all_scores=True)
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@@ -22,7 +31,7 @@ def get_prediction(model_id):
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def predict(review):
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prediction = classifier(review)
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print(prediction)
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return prediction
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return predict
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with app:
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model_id_4 = "lordtt13/emo-mobilebert"
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model_id_5 = "juliensimon/reviews-sentiment-analysis"
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def parse_output(output_json): # list of list of dicts
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list_pred=[]
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for i in range(len(output_json[0])):
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label = output_json[0][i]['label']
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score = output_json[0][i]['score']
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list_pred.append((label, score))
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return list_pred
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def get_prediction(model_id):
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classifier = pipeline("text-classification", model=model_id, return_all_scores=True)
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def predict(review):
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prediction = classifier(review)
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print(prediction)
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return parse_output(prediction)
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return predict
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with app:
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