requests<3.0.0,>=2.25.0
cffi<3.0.0,>=1.15.0

[all]
khy-os[full]

[backend]
khy-quant-backend<3.0.0,>=1.6.0

[data]
akshare<2.0.0,>=1.12.0
pandas<3.0.0,>=2.0.0
numpy<3.0.0,>=1.24.0

[dev]
build
twine
pytest

[doc]
pdf2docx<1.0.0,>=0.5.6
pytesseract<1.0.0,>=0.3.10
Pillow<12.0.0,>=10.0.0

[frontend]
khy-quant-frontend<3.0.0,>=1.6.0

[full]
khy-os[data]
khy-os[ml]
khy-os[doc]

[ml]
khy-os[data]
scikit-learn==1.8.0
xgboost==3.2.0
lightgbm==4.6.0
joblib==1.5.3
scipy<2.0.0,>=1.10.0
ta<1.0.0,>=0.11.0
tqdm<5.0.0,>=4.65.0
pyyaml<7.0.0,>=6.0
loguru<1.0.0,>=0.7.0
