René's URL Explorer Experiment


Title: Statistical-Learning-Method_Code/README.md at master · learner-python-R/Statistical-Learning-Method_Code · GitHub

Open Graph Title: Statistical-Learning-Method_Code/README.md at master · learner-python-R/Statistical-Learning-Method_Code

X Title: Statistical-Learning-Method_Code/README.md at master · learner-python-R/Statistical-Learning-Method_Code

Description: 手写实现李航《统计学习方法》书中全部算法. Contribute to learner-python-R/Statistical-Learning-Method_Code development by creating an account on GitHub.

Open Graph Description: 手写实现李航《统计学习方法》书中全部算法. Contribute to learner-python-R/Statistical-Learning-Method_Code development by creating an account on GitHub.

X Description: 手写实现李航《统计学习方法》书中全部算法. Contribute to learner-python-R/Statistical-Learning-Method_Code development by creating an account on GitHub.

Mail addresses
lvtengchao@pku.edu.cn

Opengraph URL: https://github.com/learner-python-R/Statistical-Learning-Method_Code/blob/master/README.md

X: @github

direct link

Domain: github.com

route-pattern/:user_id/:repository/blob/*name(/*path)
route-controllerblob
route-actionshow
fetch-noncev2:2cc63a33-b4eb-da2b-c1f1-91442c141855
current-catalog-service-hashf3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-id9CAA:35558F:1BBEDF9:283F95D:6A54E2DB
html-safe-noncedd942aee9dd964db190a03f2e13d0646fd57d6f4136a6fbc3507dcc59f6b402f
visitor-payloadeyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiI5Q0FBOjM1NTU4RjoxQkJFREY5OjI4M0Y5NUQ6NkE1NEUyREIiLCJ2aXNpdG9yX2lkIjoiMzkyMjA0MjUxMTYwNzI1OTg2NyIsInJlZ2lvbl9lZGdlIjoiaWFkIiwicmVnaW9uX3JlbmRlciI6ImlhZCJ9
visitor-hmac35a2e02d215db09acacb41b7fc898977b1fd454019e2fe885b38842c262c4538
hovercard-subject-tagrepository:281941351
github-keyboard-shortcutsrepository,source-code,file-tree,copilot
google-site-verificationApib7-x98H0j5cPqHWwSMm6dNU4GmODRoqxLiDzdx9I
octolytics-urlhttps://collector.github.com/github/collect
analytics-location///blob/show
fb:app_id1401488693436528
apple-itunes-appapp-id=1477376905, app-argument=https://github.com/learner-python-R/Statistical-Learning-Method_Code/blob/master/README.md
twitter:imagehttps://opengraph.githubassets.com/e1f494b5c0b6639f387cd515862f157c604449adaf20d94c04e2276e61265500/learner-python-R/Statistical-Learning-Method_Code
twitter:cardsummary_large_image
og:imagehttps://opengraph.githubassets.com/e1f494b5c0b6639f387cd515862f157c604449adaf20d94c04e2276e61265500/learner-python-R/Statistical-Learning-Method_Code
og:image:alt手写实现李航《统计学习方法》书中全部算法. Contribute to learner-python-R/Statistical-Learning-Method_Code development by creating an account on GitHub.
og:image:width1200
og:image:height600
og:site_nameGitHub
og:typeobject
hostnamegithub.com
expected-hostnamegithub.com
Noneeae2aab99907699a22d2c8449aa683ca74454fca87211b98f7c7b722086b2839
turbo-cache-controlno-cache
go-importgithub.com/learner-python-R/Statistical-Learning-Method_Code git https://github.com/learner-python-R/Statistical-Learning-Method_Code.git
octolytics-dimension-user_id16961593
octolytics-dimension-user_loginlearner-python-R
octolytics-dimension-repository_id281941351
octolytics-dimension-repository_nwolearner-python-R/Statistical-Learning-Method_Code
octolytics-dimension-repository_publictrue
octolytics-dimension-repository_is_forktrue
octolytics-dimension-repository_parent_id157733401
octolytics-dimension-repository_parent_nwoDod-o/Statistical-Learning-Method_Code
octolytics-dimension-repository_network_root_id157733401
octolytics-dimension-repository_network_root_nwoDod-o/Statistical-Learning-Method_Code
turbo-body-classeslogged-out env-production page-responsive
disable-turbofalse
browser-stats-urlhttps://api.github.com/_private/browser/stats
browser-errors-urlhttps://api.github.com/_private/browser/errors
releasebb1b4ffdc07c66de20ad344214f55df0aa364bd3
ui-targetfull
theme-color#1e2327
color-schemelight dark

Links:

Skip to contenthttps://github.com/learner-python-R/Statistical-Learning-Method_Code/blob/master/README.md#start-of-content
https://github.com/
Sign in https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Flearner-python-R%2FStatistical-Learning-Method_Code%2Fblob%2Fmaster%2FREADME.md
GitHub CopilotWrite better code with AIhttps://github.com/features/copilot
GitHub Copilot appDirect agents from issue to mergehttps://github.com/features/ai/github-app
MCP RegistryNewIntegrate external toolshttps://github.com/mcp
ActionsAutomate any workflowhttps://github.com/features/actions
CodespacesInstant dev environmentshttps://github.com/features/codespaces
IssuesPlan and track workhttps://github.com/features/issues
Code ReviewManage code changeshttps://github.com/features/code-review
GitHub Advanced SecurityFind and fix vulnerabilitieshttps://github.com/security/advanced-security
Code securitySecure your code as you buildhttps://github.com/security/advanced-security/code-security
Secret protectionStop leaks before they starthttps://github.com/security/advanced-security/secret-protection
Why GitHubhttps://github.com/why-github
Documentationhttps://docs.github.com
Bloghttps://github.blog
Changeloghttps://github.blog/changelog
Marketplacehttps://github.com/marketplace
View all featureshttps://github.com/features
Enterpriseshttps://github.com/enterprise
Small and medium teamshttps://github.com/team
Startupshttps://github.com/enterprise/startups
Nonprofitshttps://github.com/solutions/industry/nonprofits
App Modernizationhttps://github.com/solutions/use-case/app-modernization
DevSecOpshttps://github.com/solutions/use-case/devsecops
DevOpshttps://github.com/solutions/use-case/devops
CI/CDhttps://github.com/solutions/use-case/ci-cd
View all use caseshttps://github.com/solutions/use-case
Healthcarehttps://github.com/solutions/industry/healthcare
Financial serviceshttps://github.com/solutions/industry/financial-services
Manufacturinghttps://github.com/solutions/industry/manufacturing
Governmenthttps://github.com/solutions/industry/government
View all industrieshttps://github.com/solutions/industry
View all solutionshttps://github.com/solutions
AIhttps://github.com/resources/articles?topic=ai
Software Developmenthttps://github.com/resources/articles?topic=software-development
DevOpshttps://github.com/resources/articles?topic=devops
Securityhttps://github.com/resources/articles?topic=security
View all topicshttps://github.com/resources/articles
Customer storieshttps://github.com/customer-stories
Events & webinarshttps://github.com/resources/events
Ebooks & reportshttps://github.com/resources/whitepapers
Business insightshttps://github.com/solutions/executive-insights
GitHub Skillshttps://skills.github.com
Documentationhttps://docs.github.com
Customer supporthttps://support.github.com
Community forumhttps://github.com/orgs/community/discussions
Trust centerhttps://github.com/trust-center
Partnershttps://github.com/partners
View all resourceshttps://github.com/resources
GitHub SponsorsFund open source developershttps://github.com/open-source/sponsors
Security Labhttps://securitylab.github.com
Maintainer Communityhttps://maintainers.github.com
Acceleratorhttps://github.com/open-source/accelerator
GitHub Starshttps://stars.github.com
Archive Programhttps://archiveprogram.github.com
Topicshttps://github.com/topics
Trendinghttps://github.com/trending
Collectionshttps://github.com/collections
Enterprise platformAI-powered developer platformhttps://github.com/enterprise
GitHub Advanced SecurityEnterprise-grade security featureshttps://github.com/security/advanced-security
Copilot for BusinessEnterprise-grade AI featureshttps://github.com/features/copilot/copilot-business
Premium SupportEnterprise-grade 24/7 supporthttps://github.com/enterprise/premium-support
Pricinghttps://github.com/pricing
Search syntax tipshttps://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax
documentationhttps://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax
Sign in https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Flearner-python-R%2FStatistical-Learning-Method_Code%2Fblob%2Fmaster%2FREADME.md
Sign up https://github.com/signup?ref_cta=Sign+up&ref_loc=header+logged+out&ref_page=%2F%3Cuser-name%3E%2F%3Crepo-name%3E%2Fblob%2Fshow&source=header-repo&source_repo=learner-python-R%2FStatistical-Learning-Method_Code
Reloadhttps://github.com/learner-python-R/Statistical-Learning-Method_Code/blob/master/README.md
Reloadhttps://github.com/learner-python-R/Statistical-Learning-Method_Code/blob/master/README.md
Reloadhttps://github.com/learner-python-R/Statistical-Learning-Method_Code/blob/master/README.md
learner-python-R https://github.com/learner-python-R
Statistical-Learning-Method_Codehttps://github.com/learner-python-R/Statistical-Learning-Method_Code
Dod-o/Statistical-Learning-Method_Codehttps://github.com/Dod-o/Statistical-Learning-Method_Code
Notifications https://github.com/login?return_to=%2Flearner-python-R%2FStatistical-Learning-Method_Code
Fork 0 https://github.com/login?return_to=%2Flearner-python-R%2FStatistical-Learning-Method_Code
Star 0 https://github.com/login?return_to=%2Flearner-python-R%2FStatistical-Learning-Method_Code
Code https://github.com/learner-python-R/Statistical-Learning-Method_Code
Pull requests 0 https://github.com/learner-python-R/Statistical-Learning-Method_Code/pulls
Actions https://github.com/learner-python-R/Statistical-Learning-Method_Code/actions
Projects https://github.com/learner-python-R/Statistical-Learning-Method_Code/projects
Security and quality 0 https://github.com/learner-python-R/Statistical-Learning-Method_Code/security
Insights https://github.com/learner-python-R/Statistical-Learning-Method_Code/pulse
Code https://github.com/learner-python-R/Statistical-Learning-Method_Code
Pull requests https://github.com/learner-python-R/Statistical-Learning-Method_Code/pulls
Actions https://github.com/learner-python-R/Statistical-Learning-Method_Code/actions
Projects https://github.com/learner-python-R/Statistical-Learning-Method_Code/projects
Security and quality https://github.com/learner-python-R/Statistical-Learning-Method_Code/security
Insights https://github.com/learner-python-R/Statistical-Learning-Method_Code/pulse
https://github.com/learner-python-R/Statistical-Learning-Method_Code
Statistical-Learning-Method_Codehttps://github.com/learner-python-R/Statistical-Learning-Method_Code/tree/master
Historyhttps://github.com/learner-python-R/Statistical-Learning-Method_Code/commits/master/README.md
https://github.com/learner-python-R/Statistical-Learning-Method_Code/commits/master/README.md
Statistical-Learning-Method_Codehttps://github.com/learner-python-R/Statistical-Learning-Method_Code/tree/master
Rawhttps://github.com/learner-python-R/Statistical-Learning-Method_Code/raw/refs/heads/master/README.md
https://github.com/learner-python-R/Statistical-Learning-Method_Code/blob/master/README.md#前言
https://github.com/Dod-o/Statistical-Learning-Method_Code/blob/master/CodePic.png
传送门http://www.pkudodo.com/
https://github.com/learner-python-R/Statistical-Learning-Method_Code/blob/master/README.md#注其中mnist数据集已转换为csv格式由于体积为107m超过限制改为压缩包形式下载后务必先将mnist文件内压缩包直接解压
https://github.com/learner-python-R/Statistical-Learning-Method_Code/blob/master/README.md#实现
https://github.com/learner-python-R/Statistical-Learning-Method_Code/blob/master/README.md#第二章-感知机
统计学习方法|感知机原理剖析及实现http://www.pkudodo.com/2018/11/18/1-4/
perceptron/perceptron_dichotomy.pyhttps://github.com/Dod-o/Statistical-Learning-Method_Code/blob/master/perceptron/perceptron_dichotomy.py
https://github.com/learner-python-R/Statistical-Learning-Method_Code/blob/master/README.md#第三章-k近邻
统计学习方法|K近邻原理剖析及实现http://www.pkudodo.com/2018/11/19/1-2/
KNN/KNN.pyhttps://github.com/Dod-o/Statistical-Learning-Method_Code/blob/master/KNN/KNN.py
https://github.com/learner-python-R/Statistical-Learning-Method_Code/blob/master/README.md#第四章-朴素贝叶斯
统计学习方法|朴素贝叶斯原理剖析及实现http://www.pkudodo.com/2018/11/21/1-3/
NaiveBayes/NaiveBayes.pyhttps://github.com/Dod-o/Statistical-Learning-Method_Code/blob/master/NaiveBayes/NaiveBayes.py
https://github.com/learner-python-R/Statistical-Learning-Method_Code/blob/master/README.md#第五章-决策树
统计学习方法|决策树原理剖析及实现http://www.pkudodo.com/2018/11/30/1-5/
DecisionTree/DecisionTree.pyhttps://github.com/Dod-o/Statistical-Learning-Method_Code/blob/master/DecisionTree/DecisionTree.py
https://github.com/learner-python-R/Statistical-Learning-Method_Code/blob/master/README.md#第六章-逻辑斯蒂回归与最大熵模型
统计学习方法|逻辑斯蒂原理剖析及实现http://www.pkudodo.com/2018/12/03/1-6/
统计学习方法|最大熵原理剖析及实现http://www.pkudodo.com/2018/12/05/1-7/
Logistic_and_maximum_entropy_models/logisticRegression.pyhttps://github.com/Dod-o/Statistical-Learning-Method_Code/blob/master/Logistic_and_maximum_entropy_models/logisticRegression.py
Logistic_and_maximum_entropy_models/maxEntropy.pyhttps://github.com/Dod-o/Statistical-Learning-Method_Code/blob/master/Logistic_and_maximum_entropy_models/maxEntropy.py
https://github.com/learner-python-R/Statistical-Learning-Method_Code/blob/master/README.md#第七章-支持向量机
统计学习方法|支持向量机(SVM)原理剖析及实现http://www.pkudodo.com/2018/12/16/1-8/
SVM/SVM.pyhttps://github.com/Dod-o/Statistical-Learning-Method_Code/blob/master/SVM/SVM.py
https://github.com/learner-python-R/Statistical-Learning-Method_Code/blob/master/README.md#第八章-提升方法
AdaBoost/AdaBoost.pyhttps://github.com/Dod-o/Statistical-Learning-Method_Code/blob/master/AdaBoost/AdaBoost.py
https://github.com/learner-python-R/Statistical-Learning-Method_Code/blob/master/README.md#第九章-em算法及其推广
EM/EM.pyhttps://github.com/Dod-o/Statistical-Learning-Method_Code/blob/master/EM/EM.py
https://github.com/learner-python-R/Statistical-Learning-Method_Code/blob/master/README.md#第十章-隐马尔可夫模型
HMM/HMM.pyhttps://github.com/Dod-o/Statistical-Learning-Method_Code/blob/master/HMM/HMM.py
https://github.com/learner-python-R/Statistical-Learning-Method_Code/blob/master/README.md#联系
https://github.com
Termshttps://docs.github.com/site-policy/github-terms/github-terms-of-service
Privacyhttps://docs.github.com/site-policy/privacy-policies/github-privacy-statement
Securityhttps://github.com/security
Statushttps://www.githubstatus.com/
Communityhttps://github.community/
Docshttps://docs.github.com/
Contacthttps://support.github.com?tags=dotcom-footer

Viewport: width=device-width

URLs of crawlers that visited me.