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Browse files- .gitattributes +1 -0
- app_senti_65130700324.py +37 -0
- imdb_reviews.csv +3 -0
.gitattributes
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@@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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imdb_reviews.csv filter=lfs diff=lfs merge=lfs -text
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app_senti_65130700324.py
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import streamlit as st
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from transformers import pipeline
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# Load the sentiment analysis model
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model_name = "poom-sci/WangchanBERTa-finetuned-sentiment"
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sentiment_analyzer = pipeline('sentiment-analysis', model=model_name)
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# Streamlit app
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st.title("Thai Sentiment Analysis App")
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# Input text
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text_input = st.text_area("Enter Thai text for sentiment analysis", "ขอความเห็นหน่อย... ")
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# Button to trigger analysis
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if st.button("Analyze Sentiment"):
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# Analyze sentiment using the model
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results = sentiment_analyzer([text_input])
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# Extract sentiment and score
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sentiment = results[0]['label']
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score = results[0]['score']
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# Display result as progress bars
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st.subheader("Sentiment Analysis Result:")
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if sentiment == 'pos':
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st.success(f"Positive Sentiment (Score: {score:.2f})")
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st.progress(score)
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elif sentiment == 'neg':
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st.error(f"Negative Sentiment (Score: {score:.2f})")
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st.progress(score)
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else:
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st.warning(f"Neutral Sentiment (Score: {score:.2f})")
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st.progress(score)
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imdb_reviews.csv
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version https://git-lfs.github.com/spec/v1
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oid sha256:94752f1d468e32222c9190c99dc1758a2e81ec6ad5e76528fe4ce31d3edd495c
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size 66262304
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