antigravity

README.md

@@ -26,7 +26,7 @@ pip install -r requirements.txt
 ### 3. Launch the Dashboard
 
 ```bash
-streamlit run streamlit_app.py
+streamlit run app.py
 ```
 
 The dashboard will open in your browser at `http://localhost:8501`
@@ -90,9 +90,23 @@ The dashboard will open in your browser at `http://localhost:8501`
 predictive_analysis/
 ├── data/
 │   └── data.csv                    # Original dataset (4,424 students)
+├── src/                            # Source code modules
+│   ├── config/                     # Configuration files
+│   │   ├── __init__.py
+│   │   ├── theme.py               # Rose Pine theme and constants
+│   │   └── mappings.py            # Feature mappings and presets
+│   ├── utils/                     # Utility functions
+│   │   ├── __init__.py
+│   │   └── model_utils.py         # Model loading and preprocessing
+│   ├── components/                # UI components
+│   │   ├── __init__.py
+│   │   ├── form_components.py     # Input form sections
+│   │   └── prediction_components.py # Results and charts
+│   └── __init__.py
 ├── predictive_analysis.ipynb      # Original analysis notebook
 ├── train_and_save_model.py        # Model training and pickle export
-├── streamlit_app.py               # Main dashboard application
+├── streamlit_app.py               # Legacy monolithic app (deprecated)
+├── app.py                         # New modular main application
 ├── requirements.txt               # Python dependencies
 ├── random_forest_model.pkl        # Trained model (generated)
 ├── preprocessing_info.pkl         # Preprocessing pipeline (generated)