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Description: 《统计学习方法》的代码实现. Contribute to gitRR/lihang-code development by creating an account on GitHub.

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第01章 统计学习方法概论https://github.com/gitRR/lihang-code/tree/master/%E7%AC%AC01%E7%AB%A0%20%E7%BB%9F%E8%AE%A1%E5%AD%A6%E4%B9%A0%E6%96%B9%E6%B3%95%E6%A6%82%E8%AE%BA
第01章 统计学习方法概论https://github.com/gitRR/lihang-code/tree/master/%E7%AC%AC01%E7%AB%A0%20%E7%BB%9F%E8%AE%A1%E5%AD%A6%E4%B9%A0%E6%96%B9%E6%B3%95%E6%A6%82%E8%AE%BA
第02章 感知机https://github.com/gitRR/lihang-code/tree/master/%E7%AC%AC02%E7%AB%A0%20%E6%84%9F%E7%9F%A5%E6%9C%BA
第02章 感知机https://github.com/gitRR/lihang-code/tree/master/%E7%AC%AC02%E7%AB%A0%20%E6%84%9F%E7%9F%A5%E6%9C%BA
第03章 k近邻法https://github.com/gitRR/lihang-code/tree/master/%E7%AC%AC03%E7%AB%A0%20k%E8%BF%91%E9%82%BB%E6%B3%95
第03章 k近邻法https://github.com/gitRR/lihang-code/tree/master/%E7%AC%AC03%E7%AB%A0%20k%E8%BF%91%E9%82%BB%E6%B3%95
第04章 朴素贝叶斯https://github.com/gitRR/lihang-code/tree/master/%E7%AC%AC04%E7%AB%A0%20%E6%9C%B4%E7%B4%A0%E8%B4%9D%E5%8F%B6%E6%96%AF
第04章 朴素贝叶斯https://github.com/gitRR/lihang-code/tree/master/%E7%AC%AC04%E7%AB%A0%20%E6%9C%B4%E7%B4%A0%E8%B4%9D%E5%8F%B6%E6%96%AF
第05章 决策树https://github.com/gitRR/lihang-code/tree/master/%E7%AC%AC05%E7%AB%A0%20%E5%86%B3%E7%AD%96%E6%A0%91
第05章 决策树https://github.com/gitRR/lihang-code/tree/master/%E7%AC%AC05%E7%AB%A0%20%E5%86%B3%E7%AD%96%E6%A0%91
第06章 逻辑斯谛回归https://github.com/gitRR/lihang-code/tree/master/%E7%AC%AC06%E7%AB%A0%20%E9%80%BB%E8%BE%91%E6%96%AF%E8%B0%9B%E5%9B%9E%E5%BD%92
第06章 逻辑斯谛回归https://github.com/gitRR/lihang-code/tree/master/%E7%AC%AC06%E7%AB%A0%20%E9%80%BB%E8%BE%91%E6%96%AF%E8%B0%9B%E5%9B%9E%E5%BD%92
第07章 支持向量机https://github.com/gitRR/lihang-code/tree/master/%E7%AC%AC07%E7%AB%A0%20%E6%94%AF%E6%8C%81%E5%90%91%E9%87%8F%E6%9C%BA
第07章 支持向量机https://github.com/gitRR/lihang-code/tree/master/%E7%AC%AC07%E7%AB%A0%20%E6%94%AF%E6%8C%81%E5%90%91%E9%87%8F%E6%9C%BA
第08章 提升方法https://github.com/gitRR/lihang-code/tree/master/%E7%AC%AC08%E7%AB%A0%20%E6%8F%90%E5%8D%87%E6%96%B9%E6%B3%95
第08章 提升方法https://github.com/gitRR/lihang-code/tree/master/%E7%AC%AC08%E7%AB%A0%20%E6%8F%90%E5%8D%87%E6%96%B9%E6%B3%95
第09章 EM算法及其推广https://github.com/gitRR/lihang-code/tree/master/%E7%AC%AC09%E7%AB%A0%20EM%E7%AE%97%E6%B3%95%E5%8F%8A%E5%85%B6%E6%8E%A8%E5%B9%BF
第09章 EM算法及其推广https://github.com/gitRR/lihang-code/tree/master/%E7%AC%AC09%E7%AB%A0%20EM%E7%AE%97%E6%B3%95%E5%8F%8A%E5%85%B6%E6%8E%A8%E5%B9%BF
第10章 隐马尔可夫模型https://github.com/gitRR/lihang-code/tree/master/%E7%AC%AC10%E7%AB%A0%20%E9%9A%90%E9%A9%AC%E5%B0%94%E5%8F%AF%E5%A4%AB%E6%A8%A1%E5%9E%8B
第10章 隐马尔可夫模型https://github.com/gitRR/lihang-code/tree/master/%E7%AC%AC10%E7%AB%A0%20%E9%9A%90%E9%A9%AC%E5%B0%94%E5%8F%AF%E5%A4%AB%E6%A8%A1%E5%9E%8B
第11章 条件随机场https://github.com/gitRR/lihang-code/tree/master/%E7%AC%AC11%E7%AB%A0%20%E6%9D%A1%E4%BB%B6%E9%9A%8F%E6%9C%BA%E5%9C%BA
第11章 条件随机场https://github.com/gitRR/lihang-code/tree/master/%E7%AC%AC11%E7%AB%A0%20%E6%9D%A1%E4%BB%B6%E9%9A%8F%E6%9C%BA%E5%9C%BA
第12章 监督学习方法总结https://github.com/gitRR/lihang-code/tree/master/%E7%AC%AC12%E7%AB%A0%20%E7%9B%91%E7%9D%A3%E5%AD%A6%E4%B9%A0%E6%96%B9%E6%B3%95%E6%80%BB%E7%BB%93
第12章 监督学习方法总结https://github.com/gitRR/lihang-code/tree/master/%E7%AC%AC12%E7%AB%A0%20%E7%9B%91%E7%9D%A3%E5%AD%A6%E4%B9%A0%E6%96%B9%E6%B3%95%E6%80%BB%E7%BB%93
第13章 无监督学习概论https://github.com/gitRR/lihang-code/tree/master/%E7%AC%AC13%E7%AB%A0%20%E6%97%A0%E7%9B%91%E7%9D%A3%E5%AD%A6%E4%B9%A0%E6%A6%82%E8%AE%BA
第13章 无监督学习概论https://github.com/gitRR/lihang-code/tree/master/%E7%AC%AC13%E7%AB%A0%20%E6%97%A0%E7%9B%91%E7%9D%A3%E5%AD%A6%E4%B9%A0%E6%A6%82%E8%AE%BA
第14章 聚类方法https://github.com/gitRR/lihang-code/tree/master/%E7%AC%AC14%E7%AB%A0%20%E8%81%9A%E7%B1%BB%E6%96%B9%E6%B3%95
第14章 聚类方法https://github.com/gitRR/lihang-code/tree/master/%E7%AC%AC14%E7%AB%A0%20%E8%81%9A%E7%B1%BB%E6%96%B9%E6%B3%95
第15章 奇异值分解https://github.com/gitRR/lihang-code/tree/master/%E7%AC%AC15%E7%AB%A0%20%E5%A5%87%E5%BC%82%E5%80%BC%E5%88%86%E8%A7%A3
第15章 奇异值分解https://github.com/gitRR/lihang-code/tree/master/%E7%AC%AC15%E7%AB%A0%20%E5%A5%87%E5%BC%82%E5%80%BC%E5%88%86%E8%A7%A3
第16章 主成分分析https://github.com/gitRR/lihang-code/tree/master/%E7%AC%AC16%E7%AB%A0%20%E4%B8%BB%E6%88%90%E5%88%86%E5%88%86%E6%9E%90
第16章 主成分分析https://github.com/gitRR/lihang-code/tree/master/%E7%AC%AC16%E7%AB%A0%20%E4%B8%BB%E6%88%90%E5%88%86%E5%88%86%E6%9E%90
第17章 潜在语义分析https://github.com/gitRR/lihang-code/tree/master/%E7%AC%AC17%E7%AB%A0%20%E6%BD%9C%E5%9C%A8%E8%AF%AD%E4%B9%89%E5%88%86%E6%9E%90
第17章 潜在语义分析https://github.com/gitRR/lihang-code/tree/master/%E7%AC%AC17%E7%AB%A0%20%E6%BD%9C%E5%9C%A8%E8%AF%AD%E4%B9%89%E5%88%86%E6%9E%90
第18章 概率潜在语义分析https://github.com/gitRR/lihang-code/tree/master/%E7%AC%AC18%E7%AB%A0%20%E6%A6%82%E7%8E%87%E6%BD%9C%E5%9C%A8%E8%AF%AD%E4%B9%89%E5%88%86%E6%9E%90
第18章 概率潜在语义分析https://github.com/gitRR/lihang-code/tree/master/%E7%AC%AC18%E7%AB%A0%20%E6%A6%82%E7%8E%87%E6%BD%9C%E5%9C%A8%E8%AF%AD%E4%B9%89%E5%88%86%E6%9E%90
第19章 马尔可夫链蒙特卡洛法https://github.com/gitRR/lihang-code/tree/master/%E7%AC%AC19%E7%AB%A0%20%E9%A9%AC%E5%B0%94%E5%8F%AF%E5%A4%AB%E9%93%BE%E8%92%99%E7%89%B9%E5%8D%A1%E6%B4%9B%E6%B3%95
第19章 马尔可夫链蒙特卡洛法https://github.com/gitRR/lihang-code/tree/master/%E7%AC%AC19%E7%AB%A0%20%E9%A9%AC%E5%B0%94%E5%8F%AF%E5%A4%AB%E9%93%BE%E8%92%99%E7%89%B9%E5%8D%A1%E6%B4%9B%E6%B3%95
第20章 潜在狄利克雷分配https://github.com/gitRR/lihang-code/tree/master/%E7%AC%AC20%E7%AB%A0%20%E6%BD%9C%E5%9C%A8%E7%8B%84%E5%88%A9%E5%85%8B%E9%9B%B7%E5%88%86%E9%85%8D
第20章 潜在狄利克雷分配https://github.com/gitRR/lihang-code/tree/master/%E7%AC%AC20%E7%AB%A0%20%E6%BD%9C%E5%9C%A8%E7%8B%84%E5%88%A9%E5%85%8B%E9%9B%B7%E5%88%86%E9%85%8D
第21章 PageRank算法https://github.com/gitRR/lihang-code/tree/master/%E7%AC%AC21%E7%AB%A0%20PageRank%E7%AE%97%E6%B3%95
第21章 PageRank算法https://github.com/gitRR/lihang-code/tree/master/%E7%AC%AC21%E7%AB%A0%20PageRank%E7%AE%97%E6%B3%95
第22章 无监督学习方法总结https://github.com/gitRR/lihang-code/tree/master/%E7%AC%AC22%E7%AB%A0%20%E6%97%A0%E7%9B%91%E7%9D%A3%E5%AD%A6%E4%B9%A0%E6%96%B9%E6%B3%95%E6%80%BB%E7%BB%93
第22章 无监督学习方法总结https://github.com/gitRR/lihang-code/tree/master/%E7%AC%AC22%E7%AB%A0%20%E6%97%A0%E7%9B%91%E7%9D%A3%E5%AD%A6%E4%B9%A0%E6%96%B9%E6%B3%95%E6%80%BB%E7%BB%93
gongzhong.jpghttps://github.com/gitRR/lihang-code/blob/master/gongzhong.jpg
gongzhong.jpghttps://github.com/gitRR/lihang-code/blob/master/gongzhong.jpg
readme.mdhttps://github.com/gitRR/lihang-code/blob/master/readme.md
readme.mdhttps://github.com/gitRR/lihang-code/blob/master/readme.md
READMEhttps://github.com/gitRR/lihang-code
https://github.com/gitRR/lihang-code#统计学习方法第二版的代码实现
https://github.com/gitRR/lihang-code#代码目录
https://github.com/gitRR/lihang-code#参考
https://github.com/wzyonggege/statistical-learning-methodhttps://github.com/wzyonggege/statistical-learning-method
https://github.com/WenDesi/lihang_book_algorithmhttps://github.com/WenDesi/lihang_book_algorithm
https://blog.csdn.net/tudaodiaozhalehttps://blog.csdn.net/tudaodiaozhale
https://github.com/hktxt/Learn-Statistical-Learning-Methodhttps://github.com/hktxt/Learn-Statistical-Learning-Method
https://github.com/gitRR/lihang-code/blob/master/images/gongzhong.jpg
https://github.com/gitRR/lihang-code/blob/master/images/zhishixingqiu1.jpg
知乎https://www.zhihu.com/people/fengdu78
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Contributorshttps://github.com/gitRR/lihang-code/graphs/contributors
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