# Core data science libraries
pandas>=1.3.0
numpy>=1.21.0

# Machine learning
scikit-learn>=1.0.0
lightgbm>=3.3.0
xgboost>=1.6.0

# Handling imbalanced data
imbalanced-learn>=0.8.0

# Data visualization
matplotlib>=3.5.0
seaborn>=0.11.0

# Data acquisition
kaggle>=1.5.0

# Jupyter ecosystem
jupyterlab>=3.0.0
ipython>=7.0.0

# Model persistence
joblib>=1.1.0

# Development
pytest>=6.0.0
black>=22.0.0