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from transformers import pipeline as Tpipe | |
import streamlit as st | |
st.title("Text-To-Sentiment-Analysis") | |
Text_arr=["Hello my name is Alex.","You gotta do way better than that.","That's super cool.","I don't care!","I Hate you!","It's whatever."] | |
pipe = Tpipe("sentiment-analysis") | |
print(Text_arr) | |
st.markdown("This is a binary classification sentiment analysis program where it determine the sentiment of a given phrase") | |
st.markdown("POSITIVE: Good") | |
st.markdown("NEGATIVE: Bad") | |
if st.button("Press the button to test"): | |
for text in Text_arr: | |
labels=pipe(text)[0]["label"] | |
score=pipe(text)[0]["score"] | |
st.text(f"The text \"{text}\" is labeled {labels} with a score of {score} being accurate") | |