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add app.py
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app.py
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from transformers import pipeline
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import streamlit as st
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import numpy as np
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import pandas as pd
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import os # secrets, or environment variables, like repository secrets
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# setup pipeline
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txt_classifier = pipeline('text-classification', model='charreaubell/distilbert-magazine-classifier',use_auth_token=os.environ['hf_token'])
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user_text = st.text.input('Add the text for classification into the college major')
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# if the text field has something in it, let's compue tand predict!
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if user_text:
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res = txt_classifier(user_text)
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st.write(pd.Dataframe(res, index[0])
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