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README
MulanPSL-2.0

ML-AndrewNg-Notes

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💌 Sponsor this project: https://afdian.net/@scruel

课程地址:

https://www.coursera.org/learn/machine-learning

(吴恩达老师在 Coursera 上的机器学习公开课)

本项目包含课程中的课后作业以及笔记:

  1. 笔记(notes)都为中文,为了便于复习和扩充等,尽量会按照视频目录,以及视频内容进行提炼整理。
  2. 遵循荣誉准则,现已移除已通过的课后编程作业的源代码,之后会改为指导笔记形式陆续更新。

感谢关注,欢迎分享。

知乎文章

Read

  1. 在线阅读地址http://scruel.gitee.io/ml-andrewng-notes/

  2. 直接在 GitHub Page 上阅读,需安装 Chrome 插件 —— GitHub with MathJax(部分公式仍无法正常解析)。

  3. 下载 .html 网页文件及 笔记图片 image 文件夹,浏览器打开阅读。

  4. 笔记源码(.md)基于支持 LaTeX 的 markdown 编辑器 Typora,其他类似的编辑器也可以阅读及编辑,注意其他编辑器可能会产生排版问题。

Resources

方便网络不方便的同学学习

百度网盘下载 | 密码:fdzc(包含视频,讲义,以及编程作业题原题压缩包)

B站在线中英双语 | B站在线英文版1 | B站在线英文版2

当然,还是建议克服一下困难,最好能上 Coursera 网站学习,官网安排的贴心小测试可以检验你对知识的掌握情况。

如果遇到 Coursera 上提交编程作业失败的问题,以 submitWithConfiguration.m 覆盖编程作业中 lib 文件夹下的同名文件即可解决。

Thanks

  • Coursera 官网
  • @小小人_V 笔记
  • 52nlp

注:由于手写笔记成稿时间较早,有所参考无法一一致谢,在此统一表示谢意!

License

Creative Commons License

This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.

Copyright © Scruel. All Rights Reserved.

本人所作的所有笔记内容禁止任何商业形式(包括广告形式)的转载,非商业形式的转载请先联系我授权,在承诺不会用于商业用途后方可使用,且需声明转载地址(Gitee/GitHub)。

木兰宽松许可证, 第2版 木兰宽松许可证, 第2版 2020年1月 http://license.coscl.org.cn/MulanPSL2 您对“软件”的复制、使用、修改及分发受木兰宽松许可证,第2版(“本许可证”)的如下条款的约束: 0. 定义 “软件”是指由“贡献”构成的许可在“本许可证”下的程序和相关文档的集合。 “贡献”是指由任一“贡献者”许可在“本许可证”下的受版权法保护的作品。 “贡献者”是指将受版权法保护的作品许可在“本许可证”下的自然人或“法人实体”。 “法人实体”是指提交贡献的机构及其“关联实体”。 “关联实体”是指,对“本许可证”下的行为方而言,控制、受控制或与其共同受控制的机构,此处的控制是指有受控方或共同受控方至少50%直接或间接的投票权、资金或其他有价证券。 1. 授予版权许可 每个“贡献者”根据“本许可证”授予您永久性的、全球性的、免费的、非独占的、不可撤销的版权许可,您可以复制、使用、修改、分发其“贡献”,不论修改与否。 2. 授予专利许可 每个“贡献者”根据“本许可证”授予您永久性的、全球性的、免费的、非独占的、不可撤销的(根据本条规定撤销除外)专利许可,供您制造、委托制造、使用、许诺销售、销售、进口其“贡献”或以其他方式转移其“贡献”。前述专利许可仅限于“贡献者”现在或将来拥有或控制的其“贡献”本身或其“贡献”与许可“贡献”时的“软件”结合而将必然会侵犯的专利权利要求,不包括对“贡献”的修改或包含“贡献”的其他结合。如果您或您的“关联实体”直接或间接地,就“软件”或其中的“贡献”对任何人发起专利侵权诉讼(包括反诉或交叉诉讼)或其他专利维权行动,指控其侵犯专利权,则“本许可证”授予您对“软件”的专利许可自您提起诉讼或发起维权行动之日终止。 3. 无商标许可 “本许可证”不提供对“贡献者”的商品名称、商标、服务标志或产品名称的商标许可,但您为满足第4条规定的声明义务而必须使用除外。 4. 分发限制 您可以在任何媒介中将“软件”以源程序形式或可执行形式重新分发,不论修改与否,但您必须向接收者提供“本许可证”的副本,并保留“软件”中的版权、商标、专利及免责声明。 5. 免责声明与责任限制 “软件”及其中的“贡献”在提供时不带任何明示或默示的担保。在任何情况下,“贡献者”或版权所有者不对任何人因使用“软件”或其中的“贡献”而引发的任何直接或间接损失承担责任,不论因何种原因导致或者基于何种法律理论,即使其曾被建议有此种损失的可能性。 6. 语言 “本许可证”以中英文双语表述,中英文版本具有同等法律效力。如果中英文版本存在任何冲突不一致,以中文版为准。 条款结束 如何将木兰宽松许可证,第2版,应用到您的软件 如果您希望将木兰宽松许可证,第2版,应用到您的新软件,为了方便接收者查阅,建议您完成如下三步: 1, 请您补充如下声明中的空白,包括软件名、软件的首次发表年份以及您作为版权人的名字; 2, 请您在软件包的一级目录下创建以“LICENSE”为名的文件,将整个许可证文本放入该文件中; 3, 请将如下声明文本放入每个源文件的头部注释中。 Copyright (c) [Year] [name of copyright holder] [Software Name] is licensed under Mulan PSL v2. 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Coursera吴恩达机器学习课程整理 展开 收起
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