Update streamlit_app.py #1
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1. Removed duplicate import of MinMaxScaler. 2. Fixed % Change formula → now uses .pct_change(). 3. Fixed Annual Return formula (removed -1, kept scaling correct). 4. Replaced deprecated .append() with pd.concat(). 5. Removed hardcoded scale factor → replaced with scaler.inverse_transform(). 6. Model filename check → corrected to "stock_sentiment_model.h5" and added error handling. 7. Chart improvements → added legends and reordered plotting for clarity. 8. Titles cleanup → replaced second st.title with st.header for a cleaner layout.
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Removed duplicate import of MinMaxScaler.
Fixed % Change formula → now uses .pct_change().
Fixed Annual Return formula (removed -1, kept scaling correct).
Replaced deprecated .append() with pd.concat().
Removed hardcoded scale factor → replaced with scaler.inverse_transform().
Model filename check → corrected to "stock_sentiment_model.h5" and added error handling.
Chart improvements → added legends and reordered plotting for clarity.
Titles cleanup → replaced second st.title with st.header for a cleaner layout.