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20个python最常用的第三方库,太好用了!(附学习指南)

  • 2026-01-14 03:16:21
20个python最常用的第三方库,太好用了!(附学习指南)

20个python最常用的第三方库，太好用了!（附学习指南）

✈️对于想学python的宝子们来说，这20个库是需要有所了解的，不一定要全都会用，但是要知道有这些功能的存在。

1.NumPy 科学计算，数值模拟，矩阵运算等。
2.Pandas 数据分析，
3.Matplotlib)学术研究，商业报告，数据探索等。
4.Seaborn 数据探索，统计建模结果展示等。
5.Scikit-learn机器学习。
6.TensorFlow 深度学习，强化学习等。
7.PyTorch 深度学习，计算机视觉，生成模型
等。
8.Requests 爬虫，API调用，网页数据抓取等。
9.BeautifulSoup 爬虫，网页抓取，数据采集等。
10.Scrapy 爬虫。
11.Django 全功能Web框架，
12.Flask 适合小web项目或API开发。
13.FastAPl 高性能API框架，高并发的Web
服务。
14.SQLAlchemy数据库操作，模型设计等。
15.Pillow(PIL) 图像编辑，计算机视觉预处理
等。
16.OpenCV 计算机视觉库
17.NLTK 文本预处理，语言学分析等。
18.SpaCy 工业级NLP库，智能客服，信息抽
取等。
19.Gensim 推荐系统，文本分类等。
20.Pylnstaller将Python程序打包为独立可执行文件。

python入门保姆级指南来了|python自学推荐❤️
🌐python入门学习路线：
1️⃣python软件安装
2️⃣python基础语法
3️⃣数据分析
4️⃣网络爬虫
5️⃣人工智能
-----------------------------
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  139. /yingpanguazai/ssd/ssd1/www/f.mffb.com.cn/runtime/temp/067d451b9a0c665040f3f1bdd3293d68.php ( 11.98 KB )
  140. /yingpanguazai/ssd/ssd1/www/f.mffb.com.cn/vendor/topthink/think-trace/src/Html.php ( 4.42 KB )
  1. CONNECT:[ UseTime:0.000896s ] mysql:host=127.0.0.1;port=3306;dbname=f_mffb;charset=utf8mb4
  2. SHOW FULL COLUMNS FROM `fenlei` [ RunTime:0.000662s ]
  3. SELECT * FROM `fenlei` WHERE `fid` = 0 [ RunTime:0.002681s ]
  4. SELECT * FROM `fenlei` WHERE `fid` = 63 [ RunTime:0.000279s ]
  5. SHOW FULL COLUMNS FROM `set` [ RunTime:0.000627s ]
  6. SELECT * FROM `set` [ RunTime:0.001147s ]
  7. SHOW FULL COLUMNS FROM `article` [ RunTime:0.000641s ]
  8. SELECT * FROM `article` WHERE `id` = 461007 LIMIT 1 [ RunTime:0.000415s ]
  9. UPDATE `article` SET `lasttime` = 1770558014 WHERE `id` = 461007 [ RunTime:0.003773s ]
  10. SELECT * FROM `fenlei` WHERE `id` = 66 LIMIT 1 [ RunTime:0.000202s ]
  11. SELECT * FROM `article` WHERE `id` < 461007 ORDER BY `id` DESC LIMIT 1 [ RunTime:0.000652s ]
  12. SELECT * FROM `article` WHERE `id` > 461007 ORDER BY `id` ASC LIMIT 1 [ RunTime:0.000517s ]
  13. SELECT * FROM `article` WHERE `id` < 461007 ORDER BY `id` DESC LIMIT 10 [ RunTime:0.001532s ]
  14. SELECT * FROM `article` WHERE `id` < 461007 ORDER BY `id` DESC LIMIT 10,10 [ RunTime:0.002624s ]
  15. SELECT * FROM `article` WHERE `id` < 461007 ORDER BY `id` DESC LIMIT 20,10 [ RunTime:0.018851s ]
0.185167s