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《机器学习》周志华版课后习题答案PDF

当前时间： 2026-06-06 08:09:46 分类：办公文件 评论(0)
《机器学习》周志华版课后习题答案PDF
教材简介

《机器学习》（俗称“西瓜书”）是由南京大学计算机软件新技术国家重点实验室常务副主任周志华编写，清华大学出版社于2016年1月出版的教材（ISBN 9787302423287），全书共425页。该书荣获首届全国优秀教材奖（高等教育类）一等奖，被翻译成多国语言出版，出版后很快被海内外500多所院校用作教材。该书首印5000册一周内售罄，截至2024年1月累计重印45次。

全书共16章，分为基础、经典方法和进阶三部分，较为全面地涵盖机器学习基础知识。书中每章均附有习题，并为教师提供免费教学PPT。该书存在被称为“南瓜书”的配套公式解析指南。书中提供勘误修订服务，历次重印中持续完善公式修正和注释补充。另有公开的课件、开源学习笔记及授权公开课等辅助学习资源。

教材封面

教材课后习题答案截图

教材下载

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  144. /yingpanguazai/ssd/ssd1/www/wwww.yeyulingfeng.com/runtime/temp/c935550e3e8a3a4c27dd94e439343fdf.php ( 31.50 KB )
  145. /yingpanguazai/ssd/ssd1/www/wwww.yeyulingfeng.com/vendor/topthink/think-trace/src/Html.php ( 4.42 KB )
  1. CONNECT:[ UseTime:0.000929s ] mysql:host=127.0.0.1;port=3306;dbname=wenku;charset=utf8mb4
  2. SHOW FULL COLUMNS FROM `fenlei` [ RunTime:0.001498s ]
  3. SELECT * FROM `fenlei` WHERE `fid` = 0 [ RunTime:0.000709s ]
  4. SELECT * FROM `fenlei` WHERE `fid` = 63 [ RunTime:0.000985s ]
  5. SHOW FULL COLUMNS FROM `set` [ RunTime:0.001308s ]
  6. SELECT * FROM `set` [ RunTime:0.003198s ]
  7. SHOW FULL COLUMNS FROM `article` [ RunTime:0.001546s ]
  8. SELECT * FROM `article` WHERE `id` = 713479 LIMIT 1 [ RunTime:0.000990s ]
  9. UPDATE `article` SET `lasttime` = 1780717821 WHERE `id` = 713479 [ RunTime:0.006606s ]
  10. SELECT * FROM `fenlei` WHERE `id` = 64 LIMIT 1 [ RunTime:0.000605s ]
  11. SELECT * FROM `article` WHERE `id` < 713479 ORDER BY `id` DESC LIMIT 1 [ RunTime:0.001148s ]
  12. SELECT * FROM `article` WHERE `id` > 713479 ORDER BY `id` ASC LIMIT 1 [ RunTime:0.001002s ]
  13. SELECT * FROM `article` WHERE `id` < 713479 ORDER BY `id` DESC LIMIT 10 [ RunTime:0.002472s ]
  14. SELECT * FROM `article` WHERE `id` < 713479 ORDER BY `id` DESC LIMIT 10,10 [ RunTime:0.004001s ]
  15. SELECT * FROM `article` WHERE `id` < 713479 ORDER BY `id` DESC LIMIT 20,10 [ RunTime:0.018782s ]
0.231317s