# Research environment contract: CPython 3.12.x only.
# Verified together on macOS ARM64 with CPython 3.12.13 on 2026-07-26.
# Pin the numerical/workflow stack because pyqlib's own requirements are
# intentionally broad and otherwise resolve differently over time.
# Verify with: python3.12 -c "import sys; assert sys.version_info[:2] == (3, 12)"
-r base.txt

numpy==2.5.1
pandas==2.3.3
scipy==1.18.0
lightgbm==4.7.0
cvxpy==1.9.2
mlflow==3.14.0
pyqlib==0.9.7