numpy>=1.24.0
pandas>=2.0.0
scikit-learn>=1.3.0
matplotlib>=3.7.0
seaborn>=0.12.0
PyYAML>=6.0
python-docx>=1.0.0

[all]
pymlpipeline[gcp]
pymlpipeline[vertex]
pymlpipeline[boosting]

[boosting]
xgboost>=2.0.0
lightgbm>=4.0.0
catboost>=1.2.0

[dev]
pytest>=7.4.0
pytest-cov>=4.1.0
black>=23.0.0
ruff>=0.1.0
mypy>=1.5.0
build>=1.0.0
twine>=4.0.0

[gcp]
google-cloud-bigquery>=3.11.0
google-cloud-storage>=2.10.0
google-auth>=2.22.0
db-dtypes>=1.1.0

[vertex]
google-cloud-aiplatform>=1.38.0
