richardyoung awacke1 commited on
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Duplicate from awacke1/Sentiment-analysis-streamlit

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Co-authored-by: Aaron C Wacker <awacke1@users.noreply.huggingface.co>

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  1. .gitattributes +34 -0
  2. README.md +14 -0
  3. app.py +20 -0
  4. requirements.txt +2 -0
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README.md ADDED
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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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+
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+ Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
app.py ADDED
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+ import streamlit as st
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+ from transformers import pipeline
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+
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+ # Load the sentiment analysis model from Hugging Face
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+ classifier = pipeline('sentiment-analysis')
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+
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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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+
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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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+
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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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+
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+ # Display the sentiment prediction to the user
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+ st.write(f'Sentiment: {sentiment}')
requirements.txt ADDED
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+ transformers
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+ torch