Update requirements.txt

requirements.txt

@@ -6,94 +6,29 @@ jinja2==3.1.4
 python-multipart>=0.0.9
 huggingface_hub==0.19.4
 
-# HCT环境完整包列表
-annotated-types==0.7.0
-anyio==3.7.1
-attrs==25.3.0
-Boruta==0.4.3
+# 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
-certifi==2025.7.9
-charset-normalizer==3.4.2
-choreographer==1.0.9
-cloudpickle==3.1.1
-contourpy==1.3.2
-cycler==0.12.1
-DateTime==5.5
-dice_ml==0.12
-filelock==3.13.1
-fonttools==4.58.5
-fsspec==2024.6.1
-graphviz==0.21
-idna==3.10
-imbalanced-learn==0.13.0
-imblearn==0.0
-joblib==1.5.1
-jsonschema==4.25.0
-jsonschema-specifications==2025.4.1
-kaleido==1.0.0
-kiwisolver==1.4.8
+xgboost==3.0.2
 lightgbm==4.6.0
-llvmlite==0.44.0
-logistro==1.1.0
-MarkupSafe==2.1.5
+
+# 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
-mpmath==1.3.0
-narwhals==1.46.0
-networkx==3.3
-numba==0.61.2
-numpy==1.26.4
-orjson==3.11.0
-packaging>=24.0
-pandas==2.3.0
-patsy==1.0.1
-pillow==11.3.0
-plotly==6.2.0
-progressbar2==4.5.0
-psutil>=5.9.0
-pycatch22==0.4.5
-pydantic==2.11.7
-pydantic_core==2.33.2
-pygam==0.10.1
-Pygments>=2.15.0
-pyparsing==3.2.3
-python-dateutil>=2.8.0
-python-utils==3.9.1
-pytz>=2023.3
-PyWavelets==1.8.0
-PyYAML>=6.0
-pyzmq>=25.0.0
-raiutils==0.4.2
-referencing==0.36.2
-requests==2.32.4
-rpds-py==0.26.0
-scikit-learn==1.6.1
-scipy==1.16.0
 seaborn==0.13.2
-setuptools==80.9.0
-shap==0.48.0
-simplejson==3.20.1
-six>=1.16.0
-sklearn-compat==0.1.3
-slicer==0.0.8
-sniffio==1.3.1
-SQLAlchemy>=2.0.0
-starlette==0.27.0
-statsmodels==0.14.5
-stumpy==1.13.0
-sympy==1.13.3
-threadpoolctl==3.6.0
-tomli>=2.0.0
-torch==2.7.1
-tqdm>=4.65.0
-tsfresh==0.21.0
-typing-inspection==0.4.1
-typing_extensions>=4.8.0
-tzdata>=2023.3
-urllib3==2.5.0
-xgboost==3.0.2
-zipp>=3.15.0
-zope.interface==7.2
+plotly==6.2.0
 
-# 额外依赖
+# 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