# 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