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Duplicate from awacke1/Sentiment-analysis-streamlit
Browse filesCo-authored-by: Aaron C Wacker <awacke1@users.noreply.huggingface.co>
- .gitattributes +34 -0
- README.md +14 -0
- app.py +20 -0
- requirements.txt +2 -0
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README.md
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---
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title: Sentiment Analysis Streamlit
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emoji: 🏃
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colorFrom: red
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colorTo: pink
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sdk: streamlit
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sdk_version: 1.17.0
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app_file: app.py
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pinned: false
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license: mit
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duplicated_from: awacke1/Sentiment-analysis-streamlit
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---
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Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
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app.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 from Hugging Face
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classifier = pipeline('sentiment-analysis')
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# Create a Streamlit app
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st.title('Sentiment Analysis with Hugging Face')
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st.write('Enter some text and we will predict its sentiment!')
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# Add a text input box for the user to enter text
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text_input = st.text_input('Enter text here')
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# When the user submits text, run the sentiment analysis model on it
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if st.button('Submit'):
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# Predict the sentiment of the text using the Hugging Face model
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sentiment = classifier(text_input)[0]['label']
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# Display the sentiment prediction to the user
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st.write(f'Sentiment: {sentiment}')
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requirements.txt
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transformers
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torch
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