专栏名称: 机器学习研究会

机器学习研究会是北京大学大数据与机器学习创新中心旗下的学生组织，旨在构建一个机器学习从事者交流的平台。除了及时分享领域资讯外，协会还会举办各种业界巨头/学术神牛讲座、学术大牛沙龙分享会、real data 创新竞赛等活动。

【推荐】斯坦福统计学习导论习题解答Python版

机器学习研究会 · 公众号 · AI · 2017-07-31 21:03

正文

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摘要

转自：爱可可-爱生活

##StatLearning Notebooks##

IPython notebooks that implement the R code for the StatLearning: Statistical Learning online course from Stanford University taught by Profs Trevor Hastie and Rob Tibshirani. The original code for the classes were written in R.

List of Notebooks:

Chapter 2: Basic Operations
Chapter 3: Linear Regression
Chapter 4: Classification
Chapter 5: Cross-Validation and Bootstrap
Chapter 6: Feature Selection
Chapter 7: Nonlinear Models
Chapter 8: Decision Trees
Chapter 9: Support Vector Machines
Chapter 10: Unsupervised Methods

The notebooks are also accessible from A gallery of interesting IPython Notebooks under the Statistics, Machine Learning and Data Science section. More information in my blog post.

This project was linked from Statistics.md of this project containing many curated lists of links to Python scientific programming resources.

链接：

https://github.com/sujitpal/statlearning-notebooks/blob/master/README.md

原文链接：

https://m.weibo.cn/1402400261/4135493777921588

“完整内容”请点击【阅读原文】

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