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The Elements of Statistical Learning (ESL)的中文翻译、代码实现及其习题解答。

esl.hohoweiya.xyz

GPL-3.0 license

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Name		Name	Last commit message	Last commit date
Latest commit History 1,242 Commits
01-Introduction/2016-07-26-Chapter-1-Introduction		01-Introduction/2016-07-26-Chapter-1-Introduction
02-Overview-of-Supervised-Learning		02-Overview-of-Supervised-Learning
03-Linear-Methods-for-Regression		03-Linear-Methods-for-Regression
04-Linear-Methods-for-Classification		04-Linear-Methods-for-Classification
05-Basis-Expansions-and-Regularization		05-Basis-Expansions-and-Regularization
06-Kernel-Smoothing-Methods		06-Kernel-Smoothing-Methods
07-Model-Assessment-and-Selection		07-Model-Assessment-and-Selection
08-Model-Inference-and-Averaging		08-Model-Inference-and-Averaging
09-Additive-Models-Trees-and-Related-Methods		09-Additive-Models-Trees-and-Related-Methods
10-Boosting-and-Additive-Trees		10-Boosting-and-Additive-Trees
11-Neural-Networks		11-Neural-Networks
12-Support-Vector-Machines-and-Flexible-Discriminants		12-Support-Vector-Machines-and-Flexible-Discriminants
13-Prototype-Methods-and-Nearest-Neighbors		13-Prototype-Methods-and-Nearest-Neighbors
14-Unsupervised-Learning		14-Unsupervised-Learning
15-Random-Forests		15-Random-Forests
16-Ensemble-Learning		16-Ensemble-Learning
17-Undirected-Graphical-Models		17-Undirected-Graphical-Models
18-High-Dimensional-Problems		18-High-Dimensional-Problems
Preface		Preface
assets		assets
book		book
css		css
img		img
js		js
notes		notes
references		references
search		search
CNAME		CNAME
MP_verify_0DIPOY5Jx7AWRFJF.txt		MP_verify_0DIPOY5Jx7AWRFJF.txt
SVD.pdf		SVD.pdf
The Elements of Statistical Learning(8.1).pdf		The Elements of Statistical Learning(8.1).pdf
eqtags.sh		eqtags.sh
index.html		index.html
sitemap.xml		sitemap.xml