mathematical-modeling-pythoncode-master.zip
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资源文件列表(大概)
文件名
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mathematical-modeling-pythoncode-master/
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mathematical-modeling-pythoncode-master/LinearRegression/
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mathematical-modeling-pythoncode-master/LinearRegression/.ipynb_checkpoints/
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mathematical-modeling-pythoncode-master/LinearRegression/.ipynb_checkpoints/P2P网贷实例-checkpoint.ipynb
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mathematical-modeling-pythoncode-master/LinearRegression/.ipynb_checkpoints/ipystata-checkpoint.ipynb
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mathematical-modeling-pythoncode-master/LinearRegression/.ipynb_checkpoints/milk_power-checkpoint.csv
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mathematical-modeling-pythoncode-master/LinearRegression/.ipynb_checkpoints/多元线性回归-checkpoint.ipynb
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mathematical-modeling-pythoncode-master/LinearRegression/.ipynb_checkpoints/拟合-checkpoint.ipynb
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mathematical-modeling-pythoncode-master/LinearRegression/.ipynb_checkpoints/练习-checkpoint.ipynb
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mathematical-modeling-pythoncode-master/LinearRegression/.ipynb_checkpoints/蒙特卡洛模拟内生性-checkpoint.ipynb
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mathematical-modeling-pythoncode-master/LinearRegression/P2P网贷实例.ipynb
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mathematical-modeling-pythoncode-master/LinearRegression/code.log
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mathematical-modeling-pythoncode-master/LinearRegression/cotton.xlsx
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mathematical-modeling-pythoncode-master/LinearRegression/ipystata.ipynb
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mathematical-modeling-pythoncode-master/LinearRegression/milk_power.csv
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mathematical-modeling-pythoncode-master/LinearRegression/raw_data.csv
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mathematical-modeling-pythoncode-master/LinearRegression/多元线性回归.ipynb
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mathematical-modeling-pythoncode-master/LinearRegression/拟合.ipynb
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mathematical-modeling-pythoncode-master/LinearRegression/练习.ipynb
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mathematical-modeling-pythoncode-master/LinearRegression/蒙特卡洛模拟内生性.ipynb
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mathematical-modeling-pythoncode-master/LinearRegression/论文.docx
358.92KB
mathematical-modeling-pythoncode-master/README.md
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mathematical-modeling-pythoncode-master/SVD奇异值分解/
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mathematical-modeling-pythoncode-master/SVD奇异值分解/.ipynb_checkpoints/
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mathematical-modeling-pythoncode-master/SVD奇异值分解/.ipynb_checkpoints/code1-checkpoint.ipynb
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mathematical-modeling-pythoncode-master/SVD奇异值分解/.ipynb_checkpoints/heben-checkpoint.jpg
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mathematical-modeling-pythoncode-master/SVD奇异值分解/.ipynb_checkpoints/qyqx-checkpoint.png
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mathematical-modeling-pythoncode-master/SVD奇异值分解/.ipynb_checkpoints/千与千寻-checkpoint.jpg
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mathematical-modeling-pythoncode-master/SVD奇异值分解/.ipynb_checkpoints/赫本-checkpoint.jpg
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mathematical-modeling-pythoncode-master/SVD奇异值分解/code1.ipynb
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mathematical-modeling-pythoncode-master/SVD奇异值分解/heben.jpg
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mathematical-modeling-pythoncode-master/SVD奇异值分解/qyqx.png
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mathematical-modeling-pythoncode-master/SVD奇异值分解/千与千寻.jpg
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mathematical-modeling-pythoncode-master/SVD奇异值分解/新闻联播.flv
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mathematical-modeling-pythoncode-master/SVD奇异值分解/视频处理.ipynb
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mathematical-modeling-pythoncode-master/SVD奇异值分解/赫本.jpg
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mathematical-modeling-pythoncode-master/SVD奇异值分解/迅捷视频转换器转换后的新闻联播.mp4
6.09MB
mathematical-modeling-pythoncode-master/TOPSIS/
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mathematical-modeling-pythoncode-master/TOPSIS/.ipynb_checkpoints/
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mathematical-modeling-pythoncode-master/TOPSIS/.ipynb_checkpoints/TOPSIS代码-checkpoint.ipynb
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mathematical-modeling-pythoncode-master/TOPSIS/.ipynb_checkpoints/改进-checkpoint.ipynb
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mathematical-modeling-pythoncode-master/TOPSIS/TOPSIS代码.ipynb
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mathematical-modeling-pythoncode-master/TOPSIS/river.csv
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mathematical-modeling-pythoncode-master/TOPSIS/topsis论文.docx
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mathematical-modeling-pythoncode-master/TOPSIS/改进.ipynb
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mathematical-modeling-pythoncode-master/主成分分析/
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mathematical-modeling-pythoncode-master/主成分分析/.ipynb_checkpoints/
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mathematical-modeling-pythoncode-master/主成分分析/.ipynb_checkpoints/code-checkpoint.ipynb
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mathematical-modeling-pythoncode-master/主成分分析/.ipynb_checkpoints/整合-checkpoint.ipynb
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mathematical-modeling-pythoncode-master/主成分分析/code.ipynb
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mathematical-modeling-pythoncode-master/主成分分析/cost_data.xlsx
29.6KB
mathematical-modeling-pythoncode-master/主成分分析/主成分论文.docx
212.88KB
mathematical-modeling-pythoncode-master/主成分分析/作业数据.xlsx
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mathematical-modeling-pythoncode-master/主成分分析/整合.ipynb
61.47KB
mathematical-modeling-pythoncode-master/分类/
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mathematical-modeling-pythoncode-master/分类/.ipynb_checkpoints/
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mathematical-modeling-pythoncode-master/分类/.ipynb_checkpoints/分类-checkpoint.ipynb
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mathematical-modeling-pythoncode-master/分类/.ipynb_checkpoints/练习-checkpoint.ipynb
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mathematical-modeling-pythoncode-master/分类/flower.xlsx
14.45KB
mathematical-modeling-pythoncode-master/分类/fruit_data.xlsx
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mathematical-modeling-pythoncode-master/分类/mul_fruit.xlsx
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mathematical-modeling-pythoncode-master/分类/分类.ipynb
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mathematical-modeling-pythoncode-master/分类/分类论文.docx
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mathematical-modeling-pythoncode-master/分类/练习.ipynb
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mathematical-modeling-pythoncode-master/图论/
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mathematical-modeling-pythoncode-master/图论/.ipynb_checkpoints/Untitled-checkpoint.ipynb
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mathematical-modeling-pythoncode-master/图论/weighted_graph.png
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mathematical-modeling-pythoncode-master/图论/图论.ipynb
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mathematical-modeling-pythoncode-master/图论/练习.ipynb
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mathematical-modeling-pythoncode-master/层次分析法/
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mathematical-modeling-pythoncode-master/层次分析法/.ipynb_checkpoints/
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mathematical-modeling-pythoncode-master/层次分析法/.ipynb_checkpoints/层次分析法代码-checkpoint.ipynb
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mathematical-modeling-pythoncode-master/层次分析法/层次分析法代码.ipynb
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mathematical-modeling-pythoncode-master/层次分析法/层次分析论文.docx
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mathematical-modeling-pythoncode-master/岭回归和LASSO/
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mathematical-modeling-pythoncode-master/岭回归和LASSO/.ipynb_checkpoints/
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mathematical-modeling-pythoncode-master/岭回归和LASSO/.ipynb_checkpoints/岭回归和LASSO-checkpoint.ipynb
7.05KB
mathematical-modeling-pythoncode-master/岭回归和LASSO/cotton.xlsx
9.04KB
mathematical-modeling-pythoncode-master/岭回归和LASSO/岭回归和LASSO.ipynb
7.05KB
mathematical-modeling-pythoncode-master/插值算法/
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mathematical-modeling-pythoncode-master/插值算法/.ipynb_checkpoints/
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mathematical-modeling-pythoncode-master/插值算法/.ipynb_checkpoints/code-checkpoint.ipynb
67.69KB
mathematical-modeling-pythoncode-master/插值算法/.ipynb_checkpoints/terrain-checkpoint.csv
292B
mathematical-modeling-pythoncode-master/插值算法/.ipynb_checkpoints/老哥练习-checkpoint.ipynb
2.46MB
mathematical-modeling-pythoncode-master/插值算法/code.ipynb
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mathematical-modeling-pythoncode-master/插值算法/terrain.csv
295B
mathematical-modeling-pythoncode-master/插值算法/老哥练习.ipynb
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mathematical-modeling-pythoncode-master/数学规划模型/
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mathematical-modeling-pythoncode-master/数学规划模型/.ipynb_checkpoints/
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mathematical-modeling-pythoncode-master/数学规划模型/.ipynb_checkpoints/线性规划-checkpoint.ipynb
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mathematical-modeling-pythoncode-master/数学规划模型/.ipynb_checkpoints/规划代码-checkpoint.ipynb
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mathematical-modeling-pythoncode-master/数学规划模型/.ipynb_checkpoints/非线性规划-checkpoint.ipynb
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mathematical-modeling-pythoncode-master/数学规划模型/线性规划.ipynb
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mathematical-modeling-pythoncode-master/数学规划模型/非线性规划.ipynb
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mathematical-modeling-pythoncode-master/时间序列分析/
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mathematical-modeling-pythoncode-master/时间序列分析/.ipynb_checkpoints/
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mathematical-modeling-pythoncode-master/时间序列分析/.ipynb_checkpoints/women_dress-checkpoint.csv
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mathematical-modeling-pythoncode-master/时间序列分析/.ipynb_checkpoints/时间序列分析-checkpoint.ipynb
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mathematical-modeling-pythoncode-master/时间序列分析/.ipynb_checkpoints/练习-checkpoint.ipynb
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mathematical-modeling-pythoncode-master/时间序列分析/sale_data.xlsx
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mathematical-modeling-pythoncode-master/时间序列分析/stock.csv
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mathematical-modeling-pythoncode-master/时间序列分析/stock.sav
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mathematical-modeling-pythoncode-master/时间序列分析/women_dress.csv
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mathematical-modeling-pythoncode-master/时间序列分析/时间序列分析.ipynb
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mathematical-modeling-pythoncode-master/时间序列分析/练习.ipynb
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mathematical-modeling-pythoncode-master/时间序列分析/论文.docx
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mathematical-modeling-pythoncode-master/灰色关联分析/
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mathematical-modeling-pythoncode-master/灰色关联分析/.ipynb_checkpoints/
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mathematical-modeling-pythoncode-master/灰色关联分析/.ipynb_checkpoints/灰色关联分析代码-checkpoint.ipynb
12.26KB
mathematical-modeling-pythoncode-master/灰色关联分析/gdp.csv
117B
mathematical-modeling-pythoncode-master/灰色关联分析/river.csv
534B
mathematical-modeling-pythoncode-master/灰色关联分析/灰色关联分析代码.ipynb
12.26KB
mathematical-modeling-pythoncode-master/灰色预测/
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mathematical-modeling-pythoncode-master/灰色预测/.ipynb_checkpoints/
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mathematical-modeling-pythoncode-master/灰色预测/.ipynb_checkpoints/code-checkpoint.ipynb
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mathematical-modeling-pythoncode-master/灰色预测/.ipynb_checkpoints/代码改进-checkpoint.ipynb
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mathematical-modeling-pythoncode-master/灰色预测/code.ipynb
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mathematical-modeling-pythoncode-master/灰色预测/cotton.xlsx
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mathematical-modeling-pythoncode-master/灰色预测/data.xlsx
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mathematical-modeling-pythoncode-master/灰色预测/代码改进.ipynb
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mathematical-modeling-pythoncode-master/相关性分析/
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mathematical-modeling-pythoncode-master/相关性分析/.ipynb_checkpoints/
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mathematical-modeling-pythoncode-master/相关性分析/.ipynb_checkpoints/相关性分析-checkpoint.ipynb
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mathematical-modeling-pythoncode-master/相关性分析/.ipynb_checkpoints/练习-checkpoint.ipynb
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mathematical-modeling-pythoncode-master/相关性分析/eighth_girl.xlsx
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mathematical-modeling-pythoncode-master/相关性分析/eigth_boy.xls
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mathematical-modeling-pythoncode-master/相关性分析/p_val_pearson.csv
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mathematical-modeling-pythoncode-master/相关性分析/p_val_spearman.csv
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mathematical-modeling-pythoncode-master/相关性分析/相关性分析.ipynb
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mathematical-modeling-pythoncode-master/相关性分析/相关性分析论文.docx
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mathematical-modeling-pythoncode-master/相关性分析/练习.ipynb
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mathematical-modeling-pythoncode-master/聚类/
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mathematical-modeling-pythoncode-master/聚类/.ipynb_checkpoints/
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mathematical-modeling-pythoncode-master/聚类/.ipynb_checkpoints/forest-checkpoint.csv
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mathematical-modeling-pythoncode-master/聚类/.ipynb_checkpoints/tmp-checkpoint.png
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mathematical-modeling-pythoncode-master/聚类/.ipynb_checkpoints/练习-checkpoint.ipynb
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mathematical-modeling-pythoncode-master/聚类/.ipynb_checkpoints/聚类-checkpoint.ipynb
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mathematical-modeling-pythoncode-master/聚类/cost_data.xlsx
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mathematical-modeling-pythoncode-master/聚类/data.txt
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mathematical-modeling-pythoncode-master/聚类/forest.csv
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mathematical-modeling-pythoncode-master/聚类/mydata.mat
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mathematical-modeling-pythoncode-master/聚类/tmp
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mathematical-modeling-pythoncode-master/聚类/tmp.png
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mathematical-modeling-pythoncode-master/聚类/练习.ipynb
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mathematical-modeling-pythoncode-master/聚类/聚类.ipynb
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mathematical-modeling-pythoncode-master/聚类/聚类论文.docx
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mathematical-modeling-pythoncode-master/蒙特卡洛/
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mathematical-modeling-pythoncode-master/蒙特卡洛/.ipynb_checkpoints/
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mathematical-modeling-pythoncode-master/蒙特卡洛/.ipynb_checkpoints/导弹追踪-checkpoint.ipynb
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mathematical-modeling-pythoncode-master/蒙特卡洛/.ipynb_checkpoints/引例--投针、三门-checkpoint.ipynb
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mathematical-modeling-pythoncode-master/蒙特卡洛/.ipynb_checkpoints/排队服务-checkpoint.ipynb
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mathematical-modeling-pythoncode-master/蒙特卡洛/.ipynb_checkpoints/旅行商问题-checkpoint.ipynb
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mathematical-modeling-pythoncode-master/蒙特卡洛/.ipynb_checkpoints/有约束规划-checkpoint.ipynb
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mathematical-modeling-pythoncode-master/蒙特卡洛/导弹追踪.ipynb
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mathematical-modeling-pythoncode-master/蒙特卡洛/引例--投针、三门.ipynb
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mathematical-modeling-pythoncode-master/蒙特卡洛/排队服务.ipynb
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mathematical-modeling-pythoncode-master/蒙特卡洛/旅行商问题.ipynb
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mathematical-modeling-pythoncode-master/蒙特卡洛/有约束规划.ipynb
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资源内容介绍
数据分析与决策方法综述在现代数据科学和决策分析中，有许多强大的方法和技术用于处理和解释复杂的数据集合。本文将介绍一些重要的数据分析和决策方法，包括数学模型、统计技术以及多元分析方法，它们在不同领域的应用广泛，为决策者和研究人员提供了强大的工具。1. SVD奇异值分解SVD（奇异值分解）是一种矩阵分解方法，广泛应用于数据压缩、特征提取和噪声过滤等领域。它将一个矩阵分解为三个矩阵的乘积，能够揭示数据中的潜在结构和模式，对于大规模数据的降维和分析尤为有效。2. 层次分析法层次分析法（AHP）是一种多准则决策分析方法，用于处理复杂的决策问题。它通过构建层次结构、建立判断矩阵和计算权重，帮助决策者在不同的决策标准和选择之间做出最佳决策。3. TOPSISTOPSIS（Technique for Order of Preference by Similarity to Ideal Solution）是一种多属性决策方法，通过计算每个备选方案与理想解的接近程度和与负理想解的远离程度来评估方案的优劣，适用于供应链管理、项目选择等领域。4. 分类分类是一种监督学习方法，用于预测用户评论 (0)
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