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# 附录 | ||
![Hits](http://www.smirkcao.info/hit_gits/Lihang/APP/README.md) | ||
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这部分大概过一下算法,AB针对无约束最优化问题,C对应约束最优化问题。 | ||
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# CH01 统计学习及监督学习概论 | ||
![Hits](http://www.smirkcao.info/hit_gits/Lihang/CH01/README.md) | ||
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[TOC] | ||
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# CH02 感知机 | ||
![Hits](http://www.smirkcao.info/hit_gits/Lihang/CH02/README.md) | ||
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[TOC] | ||
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# CH03 k近邻法 | ||
![Hits](http://www.smirkcao.info/hit_gits/Lihang/CH03/README.md) | ||
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[TOC] | ||
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# CH04 朴素贝叶斯法 | ||
![Hits](http://www.smirkcao.info/hit_gits/Lihang/CH04/README.md) | ||
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[TOC] | ||
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# CH05 决策树 | ||
![Hits](http://www.smirkcao.info/hit_gits/Lihang/CH05/README.md) | ||
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[TOC] | ||
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# CH06 逻辑斯谛回归与最大熵模型 | ||
![Hits](http://www.smirkcao.info/hit_gits/Lihang/CH06/README.md) | ||
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[TOC] | ||
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# CH07 支持向量机 | ||
![Hits](http://www.smirkcao.info/hit_gits/Lihang/CH07/README.md) | ||
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[TOC] | ||
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# CH08 提升方法 | ||
![Hits](http://www.smirkcao.info/hit_gits/Lihang/CH08/README.md) | ||
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[TOC] | ||
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# CH09 EM算法及其推广 | ||
![Hits](http://www.smirkcao.info/hit_gits/Lihang/CH09/README.md) | ||
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[TOC] | ||
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# CH11 条件随机场 | ||
![Hits](http://www.smirkcao.info/hit_gits/Lihang/CH11/README.md) | ||
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[TOC] | ||
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# CH12 统计学习方法总结 | ||
![Hits](http://www.smirkcao.info/hit_gits/Lihang/CH12/README.md) | ||
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[TOC] | ||
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# CH13 无监督学习概论 | ||
![Hits](http://www.smirkcao.info/hit_gits/Lihang/CH13/README.md) | ||
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[TOC] | ||
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# CH14 聚类方法 | ||
![Hits](http://www.smirkcao.info/hit_gits/Lihang/CH14/README.md) | ||
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[TOC] | ||
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# CH15 奇异值分解 | ||
![Hits](http://www.smirkcao.info/hit_gits/Lihang/CH15/README.md) | ||
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[TOC] | ||
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# CH16 主成分分析 | ||
![Hits](http://www.smirkcao.info/hit_gits/Lihang/CH16/README.md) | ||
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[TOC] | ||
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# CH17 潜在语义分析 | ||
![Hits](http://www.smirkcao.info/hit_gits/Lihang/CH17/README.md) | ||
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[TOC] | ||
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# CH22 无监督学习方法总结 | ||
![Hits](http://www.smirkcao.info/hit_gits/Lihang/CH22/README.md) | ||
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[TOC] | ||
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# 参考文献 | ||
![Hits](http://www.smirkcao.info/hit_gits/Lihang/Refs/README.md) | ||
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## 前言 | ||
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# Cheatsheet | ||
![Hits](http://www.smirkcao.info/hit_gits/Lihang/cheatsheet/README.md) | ||
## Algorithm | ||
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# 索引 | ||
![Hits](http://www.smirkcao.info/hit_gits/Lihang/glossary_index.md) | ||
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[TOC] | ||
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# Markdown Cheat Sheet | ||
![Hits](http://www.smirkcao.info/hit_gits/Lihang/math_markdown.md) | ||
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[TOC] | ||
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