66 lines
1.2 KiB
YAML
66 lines
1.2 KiB
YAML
# 水质参数反演分析系统 - Conda环境配置
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# Water Quality Inversion Analysis System - Conda Environment
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# 安装命令: conda env create -f environment.yml
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# 更新命令: conda env update -f environment.yml
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name: water_quality_analysis
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channels:
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- conda-forge
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dependencies:
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# Python版本
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- python>=3.12
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# 基础科学计算库
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- numpy>=1.21.0
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- scipy>=1.7.0
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- pandas>=1.3.0
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# 机器学习库
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- scikit-learn>=1.0.0
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# - lightgbm>=3.3.0 # 注释掉lightgbm
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# 图像处理库
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- pillow>=8.0.0
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- opencv>=4.5.0
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- scikit-image>=0.19.0
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# GIS和地理空间处理
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- gdal>=3.4.0
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- rasterio>=1.2.0
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- geopandas>=0.10.0
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- shapely>=1.8.0
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- fiona>=1.8.0
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- pyproj>=3.3.0
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# GUI界面库
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- pyqt>=5.12.0
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# 数据可视化
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- matplotlib>=3.5.0
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- seaborn>=0.11.0
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- matplotlib-scalebar>=0.8.0
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# 光谱数据处理
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- spectral>=0.23.0
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# 小波变换
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- pywavelets>=1.3.0
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# 并行计算和序列化
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- joblib>=1.1.0
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# 进度条
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- tqdm>=4.62.0
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# YAML配置处理
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- pyyaml>=6.0
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# 打包工具
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- pyinstaller>=5.0.0
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# 开发工具 (可选，移除以减小环境大小)
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# - jupyter
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# - notebook
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# - ipython
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