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carat, depth, table, x, y, z, clarity_score, color_score, and cut_score.1pip install -r requirements.txt
2streamlit run app.py
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6🔮 Future Work
7Area Improvement
8Model Try XGBoost, LightGBM
9Feature Engineering Interaction terms, log/carat scaling
10Deployment Add API endpoint with FastAPI
11Real-world Data Integrate real gemstone datasets
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14📁 Files
15app.py: Streamlit interface
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17rf_model.pkl: Trained model
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19model_columns.pkl: List of input features
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21requirements.txt: Required libraries
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