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速看!机器学习10个最常用的Python库!

  • 2026-06-30 03:43:51
速看!机器学习10个最常用的Python库!

速看！机器学习10个最常用的Python库！

别再为“环境配置报错一堆，不知从何下手”头疼了！今天小盐把“机器学习10大必备Python库”一次讲透，从深度学习框架到数据处理神器，带你打通AI任督二脉！

🔥 核心工具链速览：
1️⃣ TensorFlow & PyTorch：深度学习双雄，动态图与静态图的终极对决，科研工业两开花。
2️⃣ Scikit-Learn：传统机器学习万能库，分类回归聚类降维，传统算法全家桶！
3️⃣ NumPy & Pandas：底层数值计算与表格数据处理基石，万物皆可转数组！
4️⃣ LightGBM & XGBoost：梯度提升树天花板，竞赛打榜、工业建模提效神器。
5️⃣ Keras & Theano：高层API与符号计算经典，让深度学习搭建像搭积木一样简单。
掌握图中这十个学习库，你就是实战派！

#机器学习 #Python #深度学习 #数据科学 #学习库 #学习日常

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  140. /yingpanguazai/ssd/ssd1/www/f.mffb.com.cn/vendor/topthink/think-trace/src/Html.php ( 4.42 KB )
  1. CONNECT:[ UseTime:0.000447s ] mysql:host=127.0.0.1;port=3306;dbname=f_mffb;charset=utf8mb4
  2. SHOW FULL COLUMNS FROM `fenlei` [ RunTime:0.000631s ]
  3. SELECT * FROM `fenlei` WHERE `fid` = 0 [ RunTime:0.000354s ]
  4. SELECT * FROM `fenlei` WHERE `fid` = 63 [ RunTime:0.000927s ]
  5. SHOW FULL COLUMNS FROM `set` [ RunTime:0.000539s ]
  6. SELECT * FROM `set` [ RunTime:0.002157s ]
  7. SHOW FULL COLUMNS FROM `article` [ RunTime:0.000705s ]
  8. SELECT * FROM `article` WHERE `id` = 491460 LIMIT 1 [ RunTime:0.025772s ]
  9. UPDATE `article` SET `lasttime` = 1783067987 WHERE `id` = 491460 [ RunTime:0.035265s ]
  10. SELECT * FROM `fenlei` WHERE `id` = 66 LIMIT 1 [ RunTime:0.001063s ]
  11. SELECT * FROM `article` WHERE `id` < 491460 ORDER BY `id` DESC LIMIT 1 [ RunTime:0.010768s ]
  12. SELECT * FROM `article` WHERE `id` > 491460 ORDER BY `id` ASC LIMIT 1 [ RunTime:0.006532s ]
  13. SELECT * FROM `article` WHERE `id` < 491460 ORDER BY `id` DESC LIMIT 10 [ RunTime:0.049471s ]
  14. SELECT * FROM `article` WHERE `id` < 491460 ORDER BY `id` DESC LIMIT 10,10 [ RunTime:0.019627s ]
  15. SELECT * FROM `article` WHERE `id` < 491460 ORDER BY `id` DESC LIMIT 20,10 [ RunTime:0.014413s ]
0.235616s