absl-py<2,>=0.15
anyio<4,>=3.5.0
cachetools<6,>=3.1.1
cloudpickle>=2.0.0
cryptography
fsspec[http]<2024,>=2022.11
importlib_resources<7,>=6.1.1
numpy<2,>=1.23
packaging<25,>=20.9
pandas<3,>=1.0.0
pyarrow
pytimeparse<2,>=1.1.8
pyyaml<7,>=6.0
retrying<2,>=1.3.3
s3fs<2024,>=2022.11
scikit-learn<1.6,>=1.4
scipy<2,>=1.9
snowflake-connector-python[pandas]<4,>=3.5.0
snowflake-snowpark-python<2,>=1.17.0
sqlparse<1,>=0.4
typing-extensions<5,>=4.1.0
xgboost<3,>=1.7.3

[all]
catboost<2,>=1.2.0
lightgbm<5,>=4.1.0
mlflow<2.4,>=2.1.0
peft<1,>=0.5.0
sentence-transformers<3,>=2.2.2
sentencepiece<1,>=0.1.95
shap<1,>=0.46.0
tensorflow<3,>=2.10
tokenizers<1,>=0.10
torch<2.3.0,>=2.0.1
torchdata<1,>=0.4
transformers<5,>=4.32.1

[catboost]
catboost<2,>=1.2.0

[lightgbm]
lightgbm<5,>=4.1.0

[llm]
peft<1,>=0.5.0

[mlflow]
mlflow<2.4,>=2.1.0

[shap]
shap<1,>=0.46.0

[tensorflow]
tensorflow<3,>=2.10

[torch]
torch<2.3.0,>=2.0.1
torchdata<1,>=0.4

[transformers]
sentence-transformers<3,>=2.2.2
sentencepiece<1,>=0.1.95
tokenizers<1,>=0.10
transformers<5,>=4.32.1
