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今日主题:[Python 软件]

  • 2026-02-11 14:09:48
今日主题:[Python 软件]

【每日小科普】🌱

今日主题：[Python 软件]
💡科普一下：

1、科研常用库

•数据分析

NumPy：数值计算
Pandas：数据处理（类似Excel）
SciPy：科学计算
Statsmodels：统计建模

•数据可视化

Matplotlib：基础绑图（类似MATLAB）
Seaborn：统计图表（更美观）
Plotly：交互式图表

•机器学习/AI

Scikit-learn：传统机器学习
TensorFlow：深度学习（Google）
PyTorch：深度学习（Meta）
Keras：深度学习（简化版）

•图像处理

OpenCV：计算机视觉
Pillow：图像处理
scikit-image：科学图像分析

•自然语言处理

NLTK：自然语言处理
spaCy：工业级NLP
Transformers：预训练模型（BERT等）

2、应用领域

数据科学：数据分析、可视化、统计建模
人工智能：机器学习、深度学习、NLP
Web开发：Django、Flask框架
自动化：办公自动化、爬虫
科学计算：替代MATLAB
图像处理：计算机视觉、医学图像
金融分析：量化交易、风险分析

（声明：图片来源于网络，侵删）

本文来自网友投稿或网络内容，如有侵犯您的权益请联系我们删除，联系邮箱：wyl860211@qq.com 。

为什么建议大家使用 Linux 开发?

Linux kernel 7.0 将至!一文看懂 Linux 内核从 0.x 到 7.0 的完整演进

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  3. 缓存信息 : 0 reads,0 writes
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  1. CONNECT:[ UseTime:0.000407s ] mysql:host=127.0.0.1;port=3306;dbname=f_mffb;charset=utf8mb4
  2. SHOW FULL COLUMNS FROM `fenlei` [ RunTime:0.000621s ]
  3. SELECT * FROM `fenlei` WHERE `fid` = 0 [ RunTime:0.005195s ]
  4. SELECT * FROM `fenlei` WHERE `fid` = 63 [ RunTime:0.002929s ]
  5. SHOW FULL COLUMNS FROM `set` [ RunTime:0.000536s ]
  6. SELECT * FROM `set` [ RunTime:0.003801s ]
  7. SHOW FULL COLUMNS FROM `article` [ RunTime:0.000733s ]
  8. SELECT * FROM `article` WHERE `id` = 475014 LIMIT 1 [ RunTime:0.000381s ]
  9. UPDATE `article` SET `lasttime` = 1770819930 WHERE `id` = 475014 [ RunTime:0.014820s ]
  10. SELECT * FROM `fenlei` WHERE `id` = 66 LIMIT 1 [ RunTime:0.011825s ]
  11. SELECT * FROM `article` WHERE `id` < 475014 ORDER BY `id` DESC LIMIT 1 [ RunTime:0.011094s ]
  12. SELECT * FROM `article` WHERE `id` > 475014 ORDER BY `id` ASC LIMIT 1 [ RunTime:0.005206s ]
  13. SELECT * FROM `article` WHERE `id` < 475014 ORDER BY `id` DESC LIMIT 10 [ RunTime:0.004666s ]
  14. SELECT * FROM `article` WHERE `id` < 475014 ORDER BY `id` DESC LIMIT 10,10 [ RunTime:0.032246s ]
  15. SELECT * FROM `article` WHERE `id` < 475014 ORDER BY `id` DESC LIMIT 20,10 [ RunTime:0.015608s ]
0.178529s