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2、金融量化的几大模块

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1、NumPy 数组主算

![image.png](https://cos.easydoc.net/54915851/files/kgdzr11t.png) ![image.png](https://cos.easydoc.net/54915851/files/kgdzvtu1.png) 内存占用比列表小 ![image.png](https://cos.easydoc.net/54915851/files/kgdzwv0p.png) ![image.png](https://cos.easydoc.net/54915851/files/kge05f23.png) ![image.png](https://cos.easydoc.net/54915851/files/kgegx8zu.png) ![image.png](https://cos.easydoc.net/54915851/files/kgeh6ca8.png) ![image.png](https://cos.easydoc.net/54915851/files/kgehn7hr.png) ![image.png](https://cos.easydoc.net/54915851/files/kgehq2lh.png)

2、pandas:数据分析

![image.png](https://cos.easydoc.net/54915851/files/kgei299u.png) ![image.png](https://cos.easydoc.net/54915851/files/kgei5ewr.png) ![image.png](https://cos.easydoc.net/54915851/files/kgeifysk.png) ![image.png](https://cos.easydoc.net/54915851/files/kgej2iyy.png) ![image.png](https://cos.easydoc.net/54915851/files/kgej8pym.png) ![image.png] ![image.png](https://cos.easydoc.net/54915851/files/kgejhcay.png) ![image.png](https://cos.easydoc.net/54915851/files/kgejifdc.png) ![image.png](https://cos.easydoc.net/54915851/files/kgejxvbo.png) ![image.png](https://cos.easydoc.net/54915851/files/kgek1nr8.png) ![image.png](https://cos.easydoc.net/54915851/files/kgekk2g2.png) ![image.png](https://cos.easydoc.net/54915851/files/kgekrjop.png) ![image.png](https://cos.easydoc.net/54915851/files/kgel0k03.png) axios=0 表示行 =1 表示列 ![image.png](https://cos.easydoc.net/54915851/files/kgf4vps3.png) ![image.png](https://cos.easydoc.net/54915851/files/kgf5b138.png) ![image.png](https://cos.easydoc.net/54915851/files/kgf5cu2n.png) ![image.png](https://cos.easydoc.net/54915851/files/kgf6189v.png) ![image.png](https://cos.easydoc.net/54915851/files/kgf66y1q.png) ![image.png](https://cos.easydoc.net/54915851/files/kgf6g0gt.png) ![image.png](https://cos.easydoc.net/54915851/files/kgf6rgvn.png) 均线算法 ![image.png](https://cos.easydoc.net/54915851/files/kgf7p9x0.png) ![image.png](https://cos.easydoc.net/54915851/files/kgf7podd.png) 金叉死叉算法 算法1: 直接搜索 ![image.png](https://cos.easydoc.net/54915851/files/kgf83rjh.png) 算法2: ![image.png](https://cos.easydoc.net/54915851/files/kgf87z39.png)

3、matplotlib 绘图和可视化

![image.png](https://cos.easydoc.net/54915851/files/kgf8si92.png) ![image.png](https://cos.easydoc.net/54915851/files/kgf985q9.png)

6、深度学习库 keras tensorflow

![image.png](https://cos.easydoc.net/54915851/files/kgi64e3j.png)