pandas<3.0,>=2.0
numpy<2.2,>=1.26.0
numba<0.61,>=0.58.1
umap-learn<0.6,>=0.5.6
scikit-learn<1.7,>=1.4
matplotlib<3.11,>=3.8
optuna<4.0,>=3.0
