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update describe of 1004; add hmm derive errata
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SmirkCao committed Feb 19, 2019
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5 changes: 5 additions & 0 deletions Refs/README.md
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1. [Rabiner, 1986](https://www.cs.umb.edu/~rvetro/vetroBioComp/HMM/Rabiner1986%20An%20Introduction%20to%20Hidden%20Markov%20Models.pdf)
本书HMM部分的符号体系和这个文章是一样的, 参考文件的第一二文章和第九章的最大熵的文章差不多, 经典. 文章较长, 讨论的较全面.
2. Bilmes, 1997
书中review了最大似然,这是本章的大参考文献。符号体系不是太一样,这里面我觉得比较好的是状态用了$q$这样不会出现$i_i$的情况。讲解了GMM和HMM中应用EM算法进行参数估计的过程。另外学到了一个关于省略数学推导的金句`we try to emphasize intuition rather than mathematical rigor.`
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## 其他

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2 changes: 1 addition & 1 deletion errata.md
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40. $P_{124}$称为**非线性支持向量**,应该是**非线性支持向量$\color{red}机$**

41.
41. $P_{182}$上面第一个公式,$\pi_{i_0}$应该是$\pi_{i_1}$

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