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imalexianne
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b3fe5ba
1
Parent(s):
50b8f28
Update app.py
Browse files
app.py
CHANGED
@@ -29,14 +29,15 @@ def preprocess(text):
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# Function to process the input and return prediction
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def sentiment_analysis(text):
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text = preprocess(text)
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-
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output = model(**encoded_input)
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scores_ = output
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scores_ = softmax(scores_)
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# Format output dict of scores
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labels = ["Negative", "Neutral", "Positive"]
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scores = {l:
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return scores
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# Function to process the input and return prediction
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def sentiment_analysis(text):
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text = preprocess(text)
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+
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encoded_input = tokenizer(text, return_tensors = "pt") # for PyTorch-based models
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output = model(**encoded_input)
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scores_ = output[0][0].detach().numpy()
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scores_ = softmax(scores_)
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# Format output dict of scores
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labels = ["Negative", "Neutral", "Positive"]
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scores = {l:float(s) for (l,s) in zip(labels, scores_) }
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return scores
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