增加模块;增加主调用命令
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requirements.txt
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requirements.txt
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# 核心科学计算和数据处理
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numpy>=1.21.0
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pandas>=1.3.0
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scipy>=1.7.0
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scikit-learn>=1.0.0
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# 机器学习和深度学习
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xgboost>=1.5.0
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lightgbm>=3.3.0
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# 可选:深度学习框架(选择一个或多个)
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tensorflow>=2.8.0 # TensorFlow/Keras 模型
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torch>=1.11.0 # PyTorch 模型
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torchvision>=0.12.0 # PyTorch 视觉模型
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# 可视化
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matplotlib>=3.5.0
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seaborn>=0.11.0
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# 图像处理和计算机视觉
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opencv-python>=4.5.0
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scikit-image>=0.19.0 # 高级图像处理
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Pillow>=9.0.0 # PIL 图像处理
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# 光谱数据处理
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spectral>=0.22.0 # ENVI 文件处理
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# 降维和流形学习
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umap-learn>=0.5.0 # UMAP 降维(可选)
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# 工具库
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joblib>=1.1.0
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typing-extensions>=4.0.0 # 类型提示
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# 开发和测试(可选)
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pytest>=6.2.0
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jupyter>=1.0.0
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ipykernel>=6.0.0 # Jupyter 内核
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