2022-09-15 23:24:10 +08:00
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import gradio as gr
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2020-09-16 01:37:02 +08:00
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import nltk
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from nltk.sentiment.vader import SentimentIntensityAnalyzer
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2022-01-21 21:44:12 +08:00
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nltk.download("vader_lexicon")
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2020-09-16 01:37:02 +08:00
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sid = SentimentIntensityAnalyzer()
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def sentiment_analysis(text):
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2020-09-17 07:43:37 +08:00
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scores = sid.polarity_scores(text)
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del scores["compound"]
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return scores
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2020-09-16 01:37:02 +08:00
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2022-04-22 09:33:23 +08:00
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demo = gr.Interface(
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2022-09-15 23:24:10 +08:00
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fn=sentiment_analysis,
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inputs=gr.Textbox(placeholder="Enter a positive or negative sentence here..."),
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outputs="label",
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interpretation="default",
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examples=[["This is wonderful!"]])
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2020-09-16 01:37:02 +08:00
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2022-09-15 23:24:10 +08:00
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demo.launch()
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