| # Data Manipulation & Array Computing | |
| numpy>=1.22.0 | |
| pandas>=1.4.0 | |
| # Core Machine Learning Framework | |
| scikit-learn>=1.0.0 | |
| # Ensemble Learning & Advanced Boosting | |
| xgboost>=1.6.0 | |
| # Data Visualization & Exploratory Analysis | |
| matplotlib>=3.5.0 | |
| seaborn>=0.11.2 | |
| # Interactive Development Setup | |
| jupyter>=1.0.0 |