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  1. sentimentAnalysisITA.py +0 -26
sentimentAnalysisITA.py DELETED
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- from transformers import pipeline, AutoTokenizer, AutoModelForSequenceClassification
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- import gradio as gr
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-
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- pipe = pipeline("text-classification", model="Taraassss/sentiment_analysis_IT")
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- tokenizer = AutoTokenizer.from_pretrained("Taraassss/sentiment_analysis_IT")
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- model = AutoModelForSequenceClassification.from_pretrained("Taraassss/sentiment_analysis_IT")
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-
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-
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-
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-
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- def sentiment_analysis(text):
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- result = pipe(text)
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- sentiment = result[0]['label']
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- score = result[0]['score'] # Confidenza del modello
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- return f"Sentiment: {sentiment}, Confidence: {score:.2f}"
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-
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-
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- iface = gr.Interface(
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- fn=sentiment_analysis,
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- inputs=gr.Textbox(lines=2, placeholder="Inserisci il testo da analizzare..."),
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- outputs="text",
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- title="Analisi del Sentimento Italiano",
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- description="Inserisci una frase in italiano per analizzare il sentimento.",
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- )
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-
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- iface.launch()