René's URL Explorer Experiment

Title: GitHub - java-zengguang/Machine-Learning: :zap:机器学习实战（Python3）：kNN、决策树、贝叶斯、逻辑回归、SVM、线性回归、树回归 · GitHub

Open Graph Title: GitHub - java-zengguang/Machine-Learning: :zap:机器学习实战（Python3）：kNN、决策树、贝叶斯、逻辑回归、SVM、线性回归、树回归

X Title: GitHub - java-zengguang/Machine-Learning: :zap:机器学习实战（Python3）：kNN、决策树、贝叶斯、逻辑回归、SVM、线性回归、树回归

Description: :zap:机器学习实战（Python3）：kNN、决策树、贝叶斯、逻辑回归、SVM、线性回归、树回归 - java-zengguang/Machine-Learning

Open Graph Description: :zap:机器学习实战（Python3）：kNN、决策树、贝叶斯、逻辑回归、SVM、线性回归、树回归 - java-zengguang/Machine-Learning

X Description: :zap:机器学习实战（Python3）：kNN、决策树、贝叶斯、逻辑回归、SVM、线性回归、树回归 - java-zengguang/Machine-Learning

Opengraph URL: https://github.com/java-zengguang/Machine-Learning

X: @github

direct link

Domain: github.com

route-pattern	/:user_id/:repository
route-controller	files
route-action	disambiguate
fetch-nonce	v2:cbdab66e-fab1-c160-bdc5-9192864498de
current-catalog-service-hash	f3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-id	A47A:1775E7:7F21770:AD394E1:6A5E7181
html-safe-nonce	b5968d953dbf01eb31d6ec3327c231a1e0d5c0656a035f99c7bc11dfccdbe738
visitor-payload	eyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJBNDdBOjE3NzVFNzo3RjIxNzcwOkFEMzk0RTE6NkE1RTcxODEiLCJ2aXNpdG9yX2lkIjoiMjU3Nzg1MjMxNjc1NjUwNDM0IiwicmVnaW9uX2VkZ2UiOiJpYWQiLCJyZWdpb25fcmVuZGVyIjoiaWFkIn0=
visitor-hmac	eb3150a35f001d25520fd1518b31ef9f39ea87d1e6b791b27f94ce850da3e4a1
hovercard-subject-tag	repository:836101087
github-keyboard-shortcuts	repository,copilot
google-site-verification	Apib7-x98H0j5cPqHWwSMm6dNU4GmODRoqxLiDzdx9I
octolytics-url	https://collector.github.com/github/collect
analytics-location	//
fb:app_id	1401488693436528
apple-itunes-app	app-id=1477376905, app-argument=https://github.com/java-zengguang/Machine-Learning
twitter:image	https://opengraph.githubassets.com/2d11b020fceba8cbf0c7c96cebb10c7207a6a732ed5f353f986d70f8c2110957/java-zengguang/Machine-Learning
twitter:card	summary_large_image
og:image	https://opengraph.githubassets.com/2d11b020fceba8cbf0c7c96cebb10c7207a6a732ed5f353f986d70f8c2110957/java-zengguang/Machine-Learning
og:image:alt	:zap:机器学习实战（Python3）：kNN、决策树、贝叶斯、逻辑回归、SVM、线性回归、树回归 - java-zengguang/Machine-Learning
og:image:width	1200
og:image:height	600
og:site_name	GitHub
og:type	object
hostname	github.com
expected-hostname	github.com
None	71950bbe6bf7e15662b868c102fed9d1682c29a05970d9b2daa2e4dd3522c52e
turbo-cache-control	no-cache
go-import	github.com/java-zengguang/Machine-Learning git https://github.com/java-zengguang/Machine-Learning.git
octolytics-dimension-user_id	40589098
octolytics-dimension-user_login	java-zengguang
octolytics-dimension-repository_id	836101087
octolytics-dimension-repository_nwo	java-zengguang/Machine-Learning
octolytics-dimension-repository_public	true
octolytics-dimension-repository_is_fork	true
octolytics-dimension-repository_parent_id	86140645
octolytics-dimension-repository_parent_nwo	Jack-Cherish/Machine-Learning
octolytics-dimension-repository_network_root_id	86140645
octolytics-dimension-repository_network_root_nwo	Jack-Cherish/Machine-Learning
turbo-body-classes	logged-out env-production page-responsive
disable-turbo	false
browser-stats-url	https://api.github.com/_private/browser/stats
browser-errors-url	https://api.github.com/_private/browser/errors
release	7514606601325843bc1c464d2d8bf5fe9af2c154
ui-target	full
theme-color	#1e2327
color-scheme	light dark

Links:

Skip to content	https://github.com/java-zengguang/Machine-Learning#start-of-content
	https://github.com/
Sign in	https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fjava-zengguang%2FMachine-Learning
GitHub CopilotWrite better code with AI	https://github.com/features/copilot
GitHub Copilot appDirect agents from issue to merge	https://github.com/features/ai/github-app
MCP RegistryNewIntegrate external tools	https://github.com/mcp
ActionsAutomate any workflow	https://github.com/features/actions
CodespacesInstant dev environments	https://github.com/features/codespaces
IssuesPlan and track work	https://github.com/features/issues
Code ReviewManage code changes	https://github.com/features/code-review
Code QualityEnforce quality at merge	https://github.com/features/code-quality
GitHub Advanced SecurityFind and fix vulnerabilities	https://github.com/security/advanced-security
Code securitySecure your code as you build	https://github.com/security/advanced-security/code-security
Secret protectionStop leaks before they start	https://github.com/security/advanced-security/secret-protection
Why GitHub	https://github.com/why-github
Documentation	https://docs.github.com
Blog	https://github.blog
Changelog	https://github.blog/changelog
Marketplace	https://github.com/marketplace
View all features	https://github.com/features
Enterprises	https://github.com/enterprise
Small and medium teams	https://github.com/team
Startups	https://github.com/enterprise/startups
Nonprofits	https://github.com/solutions/industry/nonprofits
App Modernization	https://github.com/solutions/use-case/app-modernization
DevSecOps	https://github.com/solutions/use-case/devsecops
DevOps	https://github.com/solutions/use-case/devops
CI/CD	https://github.com/solutions/use-case/ci-cd
View all use cases	https://github.com/solutions/use-case
Healthcare	https://github.com/solutions/industry/healthcare
Financial services	https://github.com/solutions/industry/financial-services
Manufacturing	https://github.com/solutions/industry/manufacturing
Government	https://github.com/solutions/industry/government
View all industries	https://github.com/solutions/industry
View all solutions	https://github.com/solutions
AI	https://github.com/resources/articles?topic=ai
Software Development	https://github.com/resources/articles?topic=software-development
DevOps	https://github.com/resources/articles?topic=devops
Security	https://github.com/resources/articles?topic=security
View all topics	https://github.com/resources/articles
Customer stories	https://github.com/customer-stories
Events & webinars	https://github.com/resources/events
Ebooks & reports	https://github.com/resources/whitepapers
Business insights	https://github.com/solutions/executive-insights
GitHub Skills	https://skills.github.com
Documentation	https://docs.github.com
Customer support	https://support.github.com
Community forum	https://github.com/orgs/community/discussions
Trust center	https://github.com/trust-center
Partners	https://github.com/partners
View all resources	https://github.com/resources
GitHub SponsorsFund open source developers	https://github.com/open-source/sponsors
Security Lab	https://securitylab.github.com
Maintainer Community	https://maintainers.github.com
Accelerator	https://github.com/open-source/accelerator
GitHub Stars	https://stars.github.com
Archive Program	https://archiveprogram.github.com
Topics	https://github.com/topics
Trending	https://github.com/trending
Collections	https://github.com/collections
Enterprise platformAI-powered developer platform	https://github.com/enterprise
GitHub Advanced SecurityEnterprise-grade security features	https://github.com/security/advanced-security
Copilot for BusinessEnterprise-grade AI features	https://github.com/features/copilot/copilot-business
Premium SupportEnterprise-grade 24/7 support	https://github.com/enterprise/premium-support
Pricing	https://github.com/pricing
Search syntax tips	https://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax
documentation	https://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%2Fjava-zengguang%2FMachine-Learning
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&source=header-repo&source_repo=java-zengguang%2FMachine-Learning
Reload	https://github.com/java-zengguang/Machine-Learning
Reload	https://github.com/java-zengguang/Machine-Learning
Reload	https://github.com/java-zengguang/Machine-Learning
java-zengguang	https://github.com/java-zengguang
Machine-Learning	https://github.com/java-zengguang/Machine-Learning
Jack-Cherish/Machine-Learning	https://github.com/Jack-Cherish/Machine-Learning
Notifications	https://github.com/login?return_to=%2Fjava-zengguang%2FMachine-Learning
Fork 0	https://github.com/login?return_to=%2Fjava-zengguang%2FMachine-Learning
Star 0	https://github.com/login?return_to=%2Fjava-zengguang%2FMachine-Learning
Code	https://github.com/java-zengguang/Machine-Learning
Pull requests 0	https://github.com/java-zengguang/Machine-Learning/pulls
Actions	https://github.com/java-zengguang/Machine-Learning/actions
Projects	https://github.com/java-zengguang/Machine-Learning/projects
Security and quality 0	https://github.com/java-zengguang/Machine-Learning/security
Insights	https://github.com/java-zengguang/Machine-Learning/pulse
Code	https://github.com/java-zengguang/Machine-Learning
Pull requests	https://github.com/java-zengguang/Machine-Learning/pulls
Actions	https://github.com/java-zengguang/Machine-Learning/actions
Projects	https://github.com/java-zengguang/Machine-Learning/projects
Security and quality	https://github.com/java-zengguang/Machine-Learning/security
Insights	https://github.com/java-zengguang/Machine-Learning/pulse
	https://github.com/java-zengguang/Machine-Learning
Branches	https://github.com/java-zengguang/Machine-Learning/branches
Tags	https://github.com/java-zengguang/Machine-Learning/tags
	https://github.com/java-zengguang/Machine-Learning/branches
	https://github.com/java-zengguang/Machine-Learning/tags
173 Commits	https://github.com/java-zengguang/Machine-Learning/commits/master/
	https://github.com/java-zengguang/Machine-Learning/commits/master/
AdaBoost	https://github.com/java-zengguang/Machine-Learning/tree/master/AdaBoost
AdaBoost	https://github.com/java-zengguang/Machine-Learning/tree/master/AdaBoost
Decision Tree	https://github.com/java-zengguang/Machine-Learning/tree/master/Decision%20Tree
Decision Tree	https://github.com/java-zengguang/Machine-Learning/tree/master/Decision%20Tree
Logistic	https://github.com/java-zengguang/Machine-Learning/tree/master/Logistic
Logistic	https://github.com/java-zengguang/Machine-Learning/tree/master/Logistic
Naive Bayes	https://github.com/java-zengguang/Machine-Learning/tree/master/Naive%20Bayes
Naive Bayes	https://github.com/java-zengguang/Machine-Learning/tree/master/Naive%20Bayes
Regression Trees	https://github.com/java-zengguang/Machine-Learning/tree/master/Regression%20Trees
Regression Trees	https://github.com/java-zengguang/Machine-Learning/tree/master/Regression%20Trees
Regression	https://github.com/java-zengguang/Machine-Learning/tree/master/Regression
Regression	https://github.com/java-zengguang/Machine-Learning/tree/master/Regression
SVM	https://github.com/java-zengguang/Machine-Learning/tree/master/SVM
SVM	https://github.com/java-zengguang/Machine-Learning/tree/master/SVM
kNN	https://github.com/java-zengguang/Machine-Learning/tree/master/kNN
kNN	https://github.com/java-zengguang/Machine-Learning/tree/master/kNN
.gitattributes	https://github.com/java-zengguang/Machine-Learning/blob/master/.gitattributes
.gitattributes	https://github.com/java-zengguang/Machine-Learning/blob/master/.gitattributes
Glossary.md	https://github.com/java-zengguang/Machine-Learning/blob/master/Glossary.md
Glossary.md	https://github.com/java-zengguang/Machine-Learning/blob/master/Glossary.md
README-eng.md	https://github.com/java-zengguang/Machine-Learning/blob/master/README-eng.md
README-eng.md	https://github.com/java-zengguang/Machine-Learning/blob/master/README-eng.md
README.md	https://github.com/java-zengguang/Machine-Learning/blob/master/README.md
README.md	https://github.com/java-zengguang/Machine-Learning/blob/master/README.md
README	https://github.com/java-zengguang/Machine-Learning
	https://github.com/java-zengguang/Machine-Learning#machine-learning
In English	https://github.com/Jack-Cherish/Machine-Learning/blob/master/README-eng.md
【公众号】	https://cuijiahua.com/wp-content/uploads/2020/05/gzh-w.jpg
【B站】	https://space.bilibili.com/331507846
【微信】	https://cuijiahua.com/wp-content/uploads/2020/05/gzh-w.jpg
	https://cuijiahua.com/wp-content/uploads/2020/05/gzh-w.jpg
	https://cuijiahua.com/wp-content/uploads/2020/05/gzh-w.jpg
	https://space.bilibili.com/331507846
	https://www.zhihu.com/people/Jack--Cui
	https://blog.csdn.net/c406495762
	https://www.toutiao.com/c/user/token/MS4wLjABAAAA5gJtmezUJ6vli2hZvnN13iLnzKLpuF8gGHeS0iVlmNs/
	https://juejin.im/user/5ea2ca74e51d4546b50d5f9f
	https://github.com/java-zengguang/Machine-Learning#文章首发声明
http://cuijiahua.com/	http://cuijiahua.com/
	https://github.com/java-zengguang/Machine-Learning#第二章knnk-邻域算法
个人网站	http://cuijiahua.com/blog/2017/11/ml_1_knn.html
CSDN	http://blog.csdn.net/c406495762/article/details/75172850
知乎	https://zhuanlan.zhihu.com/p/28656126
	https://github.com/java-zengguang/Machine-Learning#代码
1.简单k-NN	https://github.com/Jack-Cherish/Machine-Learning/tree/master/kNN/1.%E7%AE%80%E5%8D%95k-NN
2.海伦约会	https://github.com/Jack-Cherish/Machine-Learning/tree/master/kNN/2.%E6%B5%B7%E4%BC%A6%E7%BA%A6%E4%BC%9A
3.数字识别	https://github.com/Jack-Cherish/Machine-Learning/tree/master/kNN/3.%E6%95%B0%E5%AD%97%E8%AF%86%E5%88%AB
	https://github.com/java-zengguang/Machine-Learning#第三章decision-tree决策树
个人网站	http://cuijiahua.com/blog/2017/11/ml_2_decision_tree_1.html
CSDN	http://blog.csdn.net/c406495762/article/details/75663451
知乎	https://zhuanlan.zhihu.com/p/28688281
个人网站	http://cuijiahua.com/blog/2017/11/ml_3_decision_tree_2.html
CSDN	http://blog.csdn.net/c406495762/article/details/76262487
知乎	https://zhuanlan.zhihu.com/p/28714382
	https://github.com/java-zengguang/Machine-Learning#代码-1
1.贷款预测	https://github.com/Jack-Cherish/Machine-Learning/blob/master/Decision%20Tree/Decision%20Tree.py
2.隐形眼镜	https://github.com/Jack-Cherish/Machine-Learning/blob/master/Decision%20Tree/Sklearn-Decision%20Tree.py
	https://github.com/java-zengguang/Machine-Learning#第四章navie-bayes朴素贝叶斯
个人网站	http://cuijiahua.com/blog/2017/11/ml_4_bayes_1.html
CSDN	http://blog.csdn.net/c406495762/article/details/77341116
知乎	https://zhuanlan.zhihu.com/p/28719332
个人网站	http://cuijiahua.com/blog/2017/11/ml_5_bayes_2.html
CSDN	http://blog.csdn.net/c406495762/article/details/77500679
知乎	https://zhuanlan.zhihu.com/p/28720393
	https://github.com/java-zengguang/Machine-Learning#代码-2
1.言论过滤器	https://github.com/Jack-Cherish/Machine-Learning/blob/master/Naive%20Bayes/bayes.py
2.垃圾邮件过滤器	https://github.com/Jack-Cherish/Machine-Learning/blob/master/Naive%20Bayes/bayes-modify.py
3.新浪新闻分类器	https://github.com/Jack-Cherish/Machine-Learning/blob/master/Naive%20Bayes/nbc.py
	https://github.com/java-zengguang/Machine-Learning#第五章logisticlogistic回归
个人网站	http://cuijiahua.com/blog/2017/11/ml_6_logistic_1.html
CSDN	http://blog.csdn.net/c406495762/article/details/77723333
知乎	https://zhuanlan.zhihu.com/p/28922957
个人网站	http://cuijiahua.com/blog/2017/11/ml_7_logistic_2.html
CSDN	http://blog.csdn.net/c406495762/article/details/77851973
知乎	https://zhuanlan.zhihu.com/p/29073560
	https://github.com/java-zengguang/Machine-Learning#代码-3
1.Logistic基础训练	https://github.com/Jack-Cherish/Machine-Learning/blob/master/Logistic/LogRegres.py
2.改进的随机梯度上升算法	https://github.com/Jack-Cherish/Machine-Learning/blob/master/Logistic/LogRegres-gj.py
3.病马死亡率预测	https://github.com/Jack-Cherish/Machine-Learning/blob/master/Logistic/colicLogRegres.py
	https://github.com/java-zengguang/Machine-Learning#第六章svm支持向量机
个人网站	http://cuijiahua.com/blog/2017/11/ml_8_svm_1.html
CSDN	http://blog.csdn.net/c406495762/article/details/78072313
知乎	https://zhuanlan.zhihu.com/p/29604517
个人网站	http://cuijiahua.com/blog/2017/11/ml_9_svm_2.html
CSDN	http://blog.csdn.net/c406495762/article/details/78158354
知乎	https://zhuanlan.zhihu.com/p/29872905
	https://github.com/java-zengguang/Machine-Learning#代码-4
1.简化版SMO算法	https://github.com/Jack-Cherish/Machine-Learning/blob/master/SVM/svm-simple.py
2.完整版SMO算法	https://github.com/Jack-Cherish/Machine-Learning/blob/master/SVM/svm-smo.py
3.非线性SVM	https://github.com/Jack-Cherish/Machine-Learning/blob/master/SVM/svmMLiA.py
4.Sklearn SVC手写数字识别	https://github.com/Jack-Cherish/Machine-Learning/blob/master/SVM/svm-svc.py
	https://github.com/java-zengguang/Machine-Learning#第七章adaboost
个人网站	http://cuijiahua.com/blog/2017/11/ml_10_adaboost.html
CSDN	http://blog.csdn.net/c406495762/article/details/78212124
知乎	https://zhuanlan.zhihu.com/p/30035094
	https://github.com/java-zengguang/Machine-Learning#代码-5
1.基于单层决策树的AdaBoost训练过程	https://github.com/Jack-Cherish/Machine-Learning/blob/master/AdaBoost/adaboost.py
2.在难数据集上应用AdaBoost	https://github.com/Jack-Cherish/Machine-Learning/blob/master/AdaBoost/horse_adaboost.py
3.sklearn实现AdaBoost	https://github.com/Jack-Cherish/Machine-Learning/blob/master/AdaBoost/sklearn_adaboost.py
4.ROC曲线绘制	https://github.com/Jack-Cherish/Machine-Learning/blob/master/AdaBoost/ROC.py
	https://github.com/java-zengguang/Machine-Learning#第八章regression
个人网站	http://cuijiahua.com/blog/2017/11/ml_11_regression_1.html
CSDN	http://blog.csdn.net/c406495762/article/details/78760239
知乎	https://zhuanlan.zhihu.com/p/31860100
个人网站	http://cuijiahua.com/blog/2017/12/ml_12_regression_2.html
	https://github.com/java-zengguang/Machine-Learning#代码-6
1.线性回归(普通线性回归+局部加权线性回归)	https://github.com/Jack-Cherish/Machine-Learning/blob/master/Regression/regression_old.py
2.预测鲍鱼年龄	https://github.com/Jack-Cherish/Machine-Learning/blob/master/Regression/abalone.py
3.逐步线性回归	https://github.com/Jack-Cherish/Machine-Learning/blob/master/Regression/regression.py
4.乐高玩具二手价格预测	https://github.com/Jack-Cherish/Machine-Learning/blob/master/Regression/lego.py
	https://github.com/java-zengguang/Machine-Learning#第九章regression-tree
个人网站	http://cuijiahua.com/blog/2017/12/ml_13_regtree_1.html
	https://github.com/java-zengguang/Machine-Learning#代码-7
1.树回归	https://github.com/Jack-Cherish/Machine-Learning/blob/master/Regression%20Trees/regTrees.py
	https://github.com/java-zengguang/Machine-Learning#聚类
个人网站	https://cuijiahua.com/blog/2021/04/ml-14.html
公众号	https://mp.weixin.qq.com/s/oxB5icj8KOfFja8XTHf7jg
	https://camo.githubusercontent.com/e194fb0f57cb5583d46e0e87be6843d7a2d0ab708c517e3e2221323c1f1b4a0e/68747470733a2f2f6674702e626d702e6f76682f696d67732f323032302f30372f313132323534663031393965336434662e6a7067
cuijiahua.com/blog/ml/	https://cuijiahua.com/blog/ml/
Readme	https://github.com/java-zengguang/Machine-Learning#readme-ov-file
Please reload this page	https://github.com/java-zengguang/Machine-Learning
Activity	https://github.com/java-zengguang/Machine-Learning/activity
0 forks	https://github.com/java-zengguang/Machine-Learning/forks
Report repository	https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Fjava-zengguang%2FMachine-Learning&report=java-zengguang+%28user%29
Releases	https://github.com/java-zengguang/Machine-Learning/releases
Packages 0	https://github.com/users/java-zengguang/packages?repo_name=Machine-Learning
Please reload this page	https://github.com/java-zengguang/Machine-Learning
Contributors	https://github.com/java-zengguang/Machine-Learning/graphs/contributors
Please reload this page	https://github.com/java-zengguang/Machine-Learning
	https://github.com
Terms	https://docs.github.com/site-policy/github-terms/github-terms-of-service
Privacy	https://docs.github.com/site-policy/privacy-policies/github-privacy-statement
Security	https://github.com/security
Status	https://www.githubstatus.com/
Community	https://github.community/
Docs	https://docs.github.com/
Contact	https://support.github.com?tags=dotcom-footer

Viewport: width=device-width

URLs of crawlers that visited me.