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Update app.py
Browse files
app.py
CHANGED
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@@ -30,6 +30,16 @@ def format_predictions(preds) -> str:
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out += f"{i+1}. {item['label']} (score {item['score']:.2f})\n"
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return out
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st.markdown("""
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<div style='text-align: center;'>
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@@ -38,23 +48,12 @@ st.markdown("""
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""", unsafe_allow_html=True)
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st.markdown("""
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<h2 style='text-align: center; color:
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π arXiv paper categories predictor
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</h2>
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""", unsafe_allow_html=True)
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# CSS to change the background of the entire app
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background_color_css = """
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<style>
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.stApp {
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background-color: black; /* #eefcfa */
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}
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</style>
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"""
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st.markdown("""
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<br><br> <!-- Adds vertical space -->
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<p style='
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color: white;
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font-size: 20px;
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@@ -71,9 +70,7 @@ title = st.text_input("Title", value="")
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abstract = st.text_input("Abstract", value="")
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if title or abstract:
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st.markdown("""
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<p style='
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color: white;
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font-size: 20px;
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@@ -82,5 +79,8 @@ if title or abstract:
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Most likely categories of the paper:
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</p>
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""", unsafe_allow_html=True)
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result = format_predictions(top_pct(model(query)[0]))
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st.write(result)
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out += f"{i+1}. {item['label']} (score {item['score']:.2f})\n"
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return out
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st.markdown(
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"""
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<style>
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.stApp {
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background: linear-gradient(to bottom right, #020420, #080f6b);
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}
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</style>
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""",
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unsafe_allow_html=True
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)
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st.markdown("""
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<div style='text-align: center;'>
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""", unsafe_allow_html=True)
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st.markdown("""
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<h2 style='text-align: center; color: lime; font-family: Arial;'>
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π arXiv paper categories predictor
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</h2>
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""", unsafe_allow_html=True)
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st.markdown("""
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<p style='
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color: white;
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font-size: 20px;
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abstract = st.text_input("Abstract", value="")
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st.markdown("""
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<p style='
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color: white;
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font-size: 20px;
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Most likely categories of the paper:
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</p>
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""", unsafe_allow_html=True)
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query = title + '\n' + abstract
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if title or abstract:
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result = format_predictions(top_pct(model(query)[0]))
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st.write(result)
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