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| # Hugging Face Spaces requirements | |
| gradio==4.44.0 | |
| fastapi==0.104.1 | |
| uvicorn[standard]==0.24.0 | |
| jinja2==3.1.4 | |
| python-multipart>=0.0.9 | |
| huggingface_hub==0.19.4 | |
| # 核心机器学习库 - 使用HCT环境版本 | |
| scikit-learn==1.6.1 | |
| pandas==2.3.0 | |
| numpy==1.26.4 | |
| scipy==1.16.0 | |
| # ML模型库 | |
| catboost==1.2.8 | |
| xgboost==3.0.2 | |
| lightgbm==4.6.0 | |
| # DiCE和相关依赖 | |
| dice_ml==0.12 | |
| shap==0.48.0 | |
| # 数据处理和可视化 | |
| matplotlib==3.10.3 | |
| seaborn==0.13.2 | |
| plotly==6.2.0 | |
| # 必要的工具库 | |
| joblib==1.5.1 | |
| requests==2.32.4 | |
| pydantic==2.11.7 | |
| python-jose[cryptography]==3.3.0 | |
| passlib[bcrypt]==1.7.4 | |