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Update SA-TR.py

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  1. SA-TR.py +27 -0
SA-TR.py ADDED
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+ from transformers import pipeline, AutoModelForTokenClassification, AutoTokenizer
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+ model= transformers.AutoModelForSequenceClassification.from_pretrained(".")
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+ tokenizer=transformers.AutoTokenizer.from_pretrained(".")
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+ dosya=["dvd.tsv","Books.tsv","Kitchen.tsv","electronics.tsv"][3]
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+ data = [line.strip().split("\t") for line in open(dosya)]
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+ sa= pipeline("sentiment-analysis", model=model, tokenizer=tokenizer)
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+ real=[d[1] for d in data]
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+ pred=[sa(d[0]) for d in data]
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+ pred2=[p[0]['label'].split("_")[1] for p in pred]
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+ res=[a==b for (a,b) in zip(pred2, real)]
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+ sum(res)/len(res)
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