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Stanford CS229 吴恩达 自用学习笔记

部分笔记比较糟糕(尤其是印度老哥那几节课,之后有时间会提供一些修正)

  • Lecture 1
  • Lecture 2
  • Lecture 3
  • Lecture 4
  • Lecture 5 (线性模型完结)
  • Lecture 6
  • Lecture 7 (Bayes & SVM)(SMO需要补充)
  • Lecture 8
  • Lecture 9
  • Lecture 10 (决策树完结)(部分集成学习待整合)
  • Lecture 11
  • Lecture 12 (DL 神经网络)
  • Lecture 13
  • Lecture 14
  • Lecture 15 (EM和factor)
  • Lecture 16 (PCA和ICA(i)
  • Lecture 17 (ICA (ii)
  • Lecture 18

作业实现仅供参考

  • PS0

  • PS1

  • PS2

  • PS3

  • PS4

重度参考: maxim5/cs229-2018-autumn.git仓库

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Stanford CS 229 (2018 autumn version)

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