| Package | Version |
|---|---|
| python | 3.11.9 or above |
| ipython | 8.24.0 or above |
| catboost | 1.2.5 or above |
| lightgbm | 4.3.0 or above |
| matplotlib | 3.8.4 or above |
| pandas | 2.2.2 or above |
| shap | 0.45.1 or above |
| scikit-learn | 1.4.2 or above |
| PyQt5 | 5.15.10 or above |
| dython | 0.7.5 or above |
| seaborn | 0.13.2 or above |
| optuna | 3.6.1 or above |
| setuptools | 69.5.1 or above |
| Jinja2 | 3.1.4 or above |
| dataframe_image | 0.2.3 or above |
| selenium | 4.20.0 or above |
Install these packages in your Python environment to execute the code correctly.