szcf-weiya / esl-cn Goto Github PK
View Code? Open in Web Editor NEWThe Elements of Statistical Learning (ESL)的中文翻译、代码实现及其习题解答。
Home Page: https://esl.hohoweiya.xyz
License: GNU General Public License v3.0
The Elements of Statistical Learning (ESL)的中文翻译、代码实现及其习题解答。
Home Page: https://esl.hohoweiya.xyz
License: GNU General Public License v3.0
In section 6.9, it used flops to measure the computational cost.
16.3节提到的post-processing boosting和lasso post processor
where: section 7.4
how to show?
to do
18.6节中提到的cox‘s proportional hazards regression, 有时间学习一下。
when visiting the home page
用R语言实现chap18.1的模拟
to do
details: section 5.2.3
TODO: section 8.7.1
to do
details: section 5.2
Is there an example to support the claim that "terms like this are typically included with other terms in the model."?
In section 11.7, it claims that "The training set error for all of the networks was 0%, since in all cases there are more parameters than training observations." (page 406)
Why??
结合http://ai.stanford.edu/~paskin/gm-short-course/, 完善有关 junction tree algorithm的问题。
to do
更新于2017.03.13
TODO: chap9.1 about IRLS algorithm.
details: section 15.3
part of 3.8 More on the Lasso and Related Path Algorithms
& 3.9 Computational Considerations
6.8 Mixture Models for Density Estimation and Classification
& 6.9 Computational Considerations
Todo
In fig. 7.2 of section 7.3, what is the meaning of the red line? the closest fit?
And what is the difference between "closest fit" and "closet fit in population"?
Is estimation bias of the models on the red line zero?
TODO: 5.5 Automatic Selection of the Smoothing Parameters
The materials from Prof. Liu have something with BF, and section 7.7 also discusses BF. Try to associate them.
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.