# Direct dependency versions for the Python 3.10-3.12 scientific CI matrix.
# Keep reference implementations mandatory in the scientific CI job.
numpy==1.26.4
scipy==1.13.1
scikit-learn==1.5.2
pandas==2.2.3
polars==1.32.3
optuna==4.5.0
networkx==3.4.2
neuroCombat==0.2.12
lightgbm==4.6.0
pytest==8.3.5
