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Python中那些顶级的第三方库和框架

  • 2026-06-25 12:51:11
Python中那些顶级的第三方库和框架

Python拥有大量的高质量第三方库，它的生态非常强大，在实际的开发中应用，就能起到事半功倍的效果，可以大幅度提升您的开发效率！

NumPy

01

这个库主要是做数据分析的，适合：科学计算(物理、工程模拟)机器学习中的特征矩阵处理图像处理(像素数组操作)

pandas

02

这个库主要是做数据分析的，适合：金融数据分析(股票价格、交易记录)业务报表生成(销售数据汇总)数据预处理(清洗、特征工程)

matpltlib

03

这个库主要是做数据可视化的，可以做折线图、散点图柱状图、饼图、热力图等。

seaborn

04

这个库也是做数据可视化的，做出的图像比motplotlib库好看，适合金融或者互联网领域，可以给客户展示美观的图像，就比较吸引人。

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  1. CONNECT:[ UseTime:0.001092s ] mysql:host=127.0.0.1;port=3306;dbname=f_mffb;charset=utf8mb4
  2. SHOW FULL COLUMNS FROM `fenlei` [ RunTime:0.001599s ]
  3. SELECT * FROM `fenlei` WHERE `fid` = 0 [ RunTime:0.000667s ]
  4. SELECT * FROM `fenlei` WHERE `fid` = 63 [ RunTime:0.001107s ]
  5. SHOW FULL COLUMNS FROM `set` [ RunTime:0.001353s ]
  6. SELECT * FROM `set` [ RunTime:0.007387s ]
  7. SHOW FULL COLUMNS FROM `article` [ RunTime:0.001590s ]
  8. SELECT * FROM `article` WHERE `id` = 491919 LIMIT 1 [ RunTime:0.021725s ]
  9. UPDATE `article` SET `lasttime` = 1783118808 WHERE `id` = 491919 [ RunTime:0.027243s ]
  10. SELECT * FROM `fenlei` WHERE `id` = 66 LIMIT 1 [ RunTime:0.000840s ]
  11. SELECT * FROM `article` WHERE `id` < 491919 ORDER BY `id` DESC LIMIT 1 [ RunTime:0.001158s ]
  12. SELECT * FROM `article` WHERE `id` > 491919 ORDER BY `id` ASC LIMIT 1 [ RunTime:0.005619s ]
  13. SELECT * FROM `article` WHERE `id` < 491919 ORDER BY `id` DESC LIMIT 10 [ RunTime:0.001408s ]
  14. SELECT * FROM `article` WHERE `id` < 491919 ORDER BY `id` DESC LIMIT 10,10 [ RunTime:0.002677s ]
  15. SELECT * FROM `article` WHERE `id` < 491919 ORDER BY `id` DESC LIMIT 20,10 [ RunTime:0.048896s ]
0.288108s