pandas>=2.1,<3.0
numpy>=1.24,<3.0
scikit-learn>=1.4,<2.0
joblib>=1.3,<2.0
matplotlib>=3.8,<4.0
seaborn>=0.13,<1.0
pyyaml>=6.0,<7.0