-using-python-for-mathematical-modeling's Introduction

Using-Python-for-mathematical-modeling

一直以来，数学建模一直都是matlab的天下，所以本人作为python的忠实粉丝，尝试利用python进行数学建模，项目内容包括：

1.利用python进行线性规划--对标lingo

2.利用python进行遗传算法求解-还可以动态可视化--对标matlabGA工具

3.利用python中matplotlib库做各种美观的数据可视化

4.利用python中的Statsmodels库进行描述统计，相关性分析、因子分析、检验以及统计推断--对比stata、eviews、spss

5.利用python进行线性拟合、线性回归等等

6.利用python中pandas、numpy科学计算库进行建模

7.利用线性规划第三方库pulp来解决线性规划问题

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