# Define the Python package dependencies for the Streamlit application.
# These versions ensure reproducibility of the deployment environment.
pandas==2.2.2
huggingface_hub==0.32.6
streamlit==1.43.2
joblib==1.5.1
scikit-learn==1.6.0
xgboost==2.1.4
imbalanced-learn==0.12.4
mlflow==3.0.1