
[ai]
numpy>=1.26
scikit-learn>=1.4

[all]
numpy>=1.26
pandas>=2.0
scikit-learn>=1.4
transformers>=4.40
huggingface-hub>=0.20
boto3>=1.34
pyspark>=3.5

[aws]
boto3>=1.34

[data]
numpy>=1.26
pandas>=2.0

[dev]
pytest>=8.0
pytest-cov>=5.0
ruff>=0.5
mypy>=1.10
build>=1.2
twine>=5.0

[llm]
transformers>=4.40
huggingface-hub>=0.20

[spark]
pyspark>=3.5
