René's URL Explorer Experiment

Title: GitHub - wingschen/Machine-Learning-With-Python: 此项目是我在学习《机器学习实战》这本书时的代码记录情况，用python实现，当然也会包括一些其他的机器学习算法，使用Python实现

Open Graph Title: GitHub - wingschen/Machine-Learning-With-Python: 此项目是我在学习《机器学习实战》这本书时的代码记录情况，用python实现，当然也会包括一些其他的机器学习算法，使用Python实现

X Title: GitHub - wingschen/Machine-Learning-With-Python: 此项目是我在学习《机器学习实战》这本书时的代码记录情况，用python实现，当然也会包括一些其他的机器学习算法，使用Python实现

Description: 此项目是我在学习《机器学习实战》这本书时的代码记录情况，用python实现，当然也会包括一些其他的机器学习算法，使用Python实现 - wingschen/Machine-Learning-With-Python

Open Graph Description: 此项目是我在学习《机器学习实战》这本书时的代码记录情况，用python实现，当然也会包括一些其他的机器学习算法，使用Python实现 - wingschen/Machine-Learning-With-Python

X Description: 此项目是我在学习《机器学习实战》这本书时的代码记录情况，用python实现，当然也会包括一些其他的机器学习算法，使用Python实现 - wingschen/Machine-Learning-With-Python

Mail addresses
thinkgamer_gyt@gmail.com

Opengraph URL: https://github.com/wingschen/Machine-Learning-With-Python

X: @github

direct link

Domain: patch-diff.githubusercontent.com

route-pattern	/:user_id/:repository
route-controller	files
route-action	disambiguate
fetch-nonce	v2:0967265f-64c1-c2a8-508e-7e96fd75451f
current-catalog-service-hash	f3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-id	A3DE:2B2404:E1835:13E335:69788258
html-safe-nonce	9b09535635b966f1275d1831f7c40f7857c339c8bebfe4ed3e2980fb09428ed9
visitor-payload	eyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJBM0RFOjJCMjQwNDpFMTgzNToxM0UzMzU6Njk3ODgyNTgiLCJ2aXNpdG9yX2lkIjoiMzQ5MTI0MTEwNDA3MjI3ODYxNiIsInJlZ2lvbl9lZGdlIjoiaWFkIiwicmVnaW9uX3JlbmRlciI6ImlhZCJ9
visitor-hmac	5b9b6026d36f4a7cbdc6432e6de7fa9fb6677a061b601b46ce3443e6eb665e78
hovercard-subject-tag	repository:188229236
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/wingschen/Machine-Learning-With-Python
twitter:image	https://opengraph.githubassets.com/7c6456d71b3b32b2ad5a02f8c7d976b76c416fa143698b86ca2e44548b98d983/wingschen/Machine-Learning-With-Python
twitter:card	summary_large_image
og:image	https://opengraph.githubassets.com/7c6456d71b3b32b2ad5a02f8c7d976b76c416fa143698b86ca2e44548b98d983/wingschen/Machine-Learning-With-Python
og:image:alt	此项目是我在学习《机器学习实战》这本书时的代码记录情况，用python实现，当然也会包括一些其他的机器学习算法，使用Python实现 - wingschen/Machine-Learning-With-Python
og:image:width	1200
og:image:height	600
og:site_name	GitHub
og:type	object
hostname	github.com
expected-hostname	github.com
None	2981c597c945c1d90ac6fa355ce7929b2f413dfe7872ca5c435ee53a24a1de50
turbo-cache-control	no-preview
go-import	github.com/wingschen/Machine-Learning-With-Python git https://github.com/wingschen/Machine-Learning-With-Python.git
octolytics-dimension-user_id	38853771
octolytics-dimension-user_login	wingschen
octolytics-dimension-repository_id	188229236
octolytics-dimension-repository_nwo	wingschen/Machine-Learning-With-Python
octolytics-dimension-repository_public	true
octolytics-dimension-repository_is_fork	true
octolytics-dimension-repository_parent_id	58384893
octolytics-dimension-repository_parent_nwo	Thinkgamer/Machine-Learning-With-Python
octolytics-dimension-repository_network_root_id	58384893
octolytics-dimension-repository_network_root_nwo	Thinkgamer/Machine-Learning-With-Python
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	520b65a872113b919c1bbdb03834a50af15859fd
ui-target	full
theme-color	#1e2327
color-scheme	light dark

Links:

Skip to content	https://patch-diff.githubusercontent.com/wingschen/Machine-Learning-With-Python#start-of-content
	https://patch-diff.githubusercontent.com/
Sign in	https://patch-diff.githubusercontent.com/login?return_to=https%3A%2F%2Fgithub.com%2Fwingschen%2FMachine-Learning-With-Python
GitHub CopilotWrite better code with AI	https://github.com/features/copilot
GitHub SparkBuild and deploy intelligent apps	https://github.com/features/spark
GitHub ModelsManage and compare prompts	https://github.com/features/models
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
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
GitHub SponsorsFund open source developers	https://github.com/sponsors
Security Lab	https://securitylab.github.com
Maintainer Community	https://maintainers.github.com
Accelerator	https://github.com/accelerator
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/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://patch-diff.githubusercontent.com/login?return_to=https%3A%2F%2Fgithub.com%2Fwingschen%2FMachine-Learning-With-Python
Sign up	https://patch-diff.githubusercontent.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=wingschen%2FMachine-Learning-With-Python
Reload	https://patch-diff.githubusercontent.com/wingschen/Machine-Learning-With-Python
Reload	https://patch-diff.githubusercontent.com/wingschen/Machine-Learning-With-Python
Reload	https://patch-diff.githubusercontent.com/wingschen/Machine-Learning-With-Python
wingschen	https://patch-diff.githubusercontent.com/wingschen
Machine-Learning-With-Python	https://patch-diff.githubusercontent.com/wingschen/Machine-Learning-With-Python
Thinkgamer/Machine-Learning-With-Python	https://patch-diff.githubusercontent.com/Thinkgamer/Machine-Learning-With-Python
Notifications	https://patch-diff.githubusercontent.com/login?return_to=%2Fwingschen%2FMachine-Learning-With-Python
Fork 0	https://patch-diff.githubusercontent.com/login?return_to=%2Fwingschen%2FMachine-Learning-With-Python
Star 0	https://patch-diff.githubusercontent.com/login?return_to=%2Fwingschen%2FMachine-Learning-With-Python
0 stars	https://patch-diff.githubusercontent.com/wingschen/Machine-Learning-With-Python/stargazers
391 forks	https://patch-diff.githubusercontent.com/wingschen/Machine-Learning-With-Python/forks
Branches	https://patch-diff.githubusercontent.com/wingschen/Machine-Learning-With-Python/branches
Tags	https://patch-diff.githubusercontent.com/wingschen/Machine-Learning-With-Python/tags
Activity	https://patch-diff.githubusercontent.com/wingschen/Machine-Learning-With-Python/activity
Star	https://patch-diff.githubusercontent.com/login?return_to=%2Fwingschen%2FMachine-Learning-With-Python
Notifications	https://patch-diff.githubusercontent.com/login?return_to=%2Fwingschen%2FMachine-Learning-With-Python
Code	https://patch-diff.githubusercontent.com/wingschen/Machine-Learning-With-Python
Pull requests 0	https://patch-diff.githubusercontent.com/wingschen/Machine-Learning-With-Python/pulls
Actions	https://patch-diff.githubusercontent.com/wingschen/Machine-Learning-With-Python/actions
Projects 0	https://patch-diff.githubusercontent.com/wingschen/Machine-Learning-With-Python/projects
Security 0	https://patch-diff.githubusercontent.com/wingschen/Machine-Learning-With-Python/security
Insights	https://patch-diff.githubusercontent.com/wingschen/Machine-Learning-With-Python/pulse
Code	https://patch-diff.githubusercontent.com/wingschen/Machine-Learning-With-Python
Pull requests	https://patch-diff.githubusercontent.com/wingschen/Machine-Learning-With-Python/pulls
Actions	https://patch-diff.githubusercontent.com/wingschen/Machine-Learning-With-Python/actions
Projects	https://patch-diff.githubusercontent.com/wingschen/Machine-Learning-With-Python/projects
Security	https://patch-diff.githubusercontent.com/wingschen/Machine-Learning-With-Python/security
Insights	https://patch-diff.githubusercontent.com/wingschen/Machine-Learning-With-Python/pulse
Branches	https://patch-diff.githubusercontent.com/wingschen/Machine-Learning-With-Python/branches
Tags	https://patch-diff.githubusercontent.com/wingschen/Machine-Learning-With-Python/tags
	https://patch-diff.githubusercontent.com/wingschen/Machine-Learning-With-Python/branches
	https://patch-diff.githubusercontent.com/wingschen/Machine-Learning-With-Python/tags
48 Commits	https://patch-diff.githubusercontent.com/wingschen/Machine-Learning-With-Python/commits/master/
	https://patch-diff.githubusercontent.com/wingschen/Machine-Learning-With-Python/commits/master/
0-Distance	https://patch-diff.githubusercontent.com/wingschen/Machine-Learning-With-Python/tree/master/0-Distance
0-Distance	https://patch-diff.githubusercontent.com/wingschen/Machine-Learning-With-Python/tree/master/0-Distance
0-Spider	https://patch-diff.githubusercontent.com/wingschen/Machine-Learning-With-Python/tree/master/0-Spider
0-Spider	https://patch-diff.githubusercontent.com/wingschen/Machine-Learning-With-Python/tree/master/0-Spider
AdaBoost	https://patch-diff.githubusercontent.com/wingschen/Machine-Learning-With-Python/tree/master/AdaBoost
AdaBoost	https://patch-diff.githubusercontent.com/wingschen/Machine-Learning-With-Python/tree/master/AdaBoost
Apriori	https://patch-diff.githubusercontent.com/wingschen/Machine-Learning-With-Python/tree/master/Apriori
Apriori	https://patch-diff.githubusercontent.com/wingschen/Machine-Learning-With-Python/tree/master/Apriori
Bayes	https://patch-diff.githubusercontent.com/wingschen/Machine-Learning-With-Python/tree/master/Bayes
Bayes	https://patch-diff.githubusercontent.com/wingschen/Machine-Learning-With-Python/tree/master/Bayes
Decision-Tree	https://patch-diff.githubusercontent.com/wingschen/Machine-Learning-With-Python/tree/master/Decision-Tree
Decision-Tree	https://patch-diff.githubusercontent.com/wingschen/Machine-Learning-With-Python/tree/master/Decision-Tree
FP-growth	https://patch-diff.githubusercontent.com/wingschen/Machine-Learning-With-Python/tree/master/FP-growth
FP-growth	https://patch-diff.githubusercontent.com/wingschen/Machine-Learning-With-Python/tree/master/FP-growth
K-means	https://patch-diff.githubusercontent.com/wingschen/Machine-Learning-With-Python/tree/master/K-means
K-means	https://patch-diff.githubusercontent.com/wingschen/Machine-Learning-With-Python/tree/master/K-means
Logistic Regession	https://patch-diff.githubusercontent.com/wingschen/Machine-Learning-With-Python/tree/master/Logistic%20Regession
Logistic Regession	https://patch-diff.githubusercontent.com/wingschen/Machine-Learning-With-Python/tree/master/Logistic%20Regession
PCA	https://patch-diff.githubusercontent.com/wingschen/Machine-Learning-With-Python/tree/master/PCA
PCA	https://patch-diff.githubusercontent.com/wingschen/Machine-Learning-With-Python/tree/master/PCA
Recommend	https://patch-diff.githubusercontent.com/wingschen/Machine-Learning-With-Python/tree/master/Recommend
Recommend	https://patch-diff.githubusercontent.com/wingschen/Machine-Learning-With-Python/tree/master/Recommend
Regession	https://patch-diff.githubusercontent.com/wingschen/Machine-Learning-With-Python/tree/master/Regession
Regession	https://patch-diff.githubusercontent.com/wingschen/Machine-Learning-With-Python/tree/master/Regession
sklearn	https://patch-diff.githubusercontent.com/wingschen/Machine-Learning-With-Python/tree/master/sklearn
sklearn	https://patch-diff.githubusercontent.com/wingschen/Machine-Learning-With-Python/tree/master/sklearn
.gitattributes	https://patch-diff.githubusercontent.com/wingschen/Machine-Learning-With-Python/blob/master/.gitattributes
.gitattributes	https://patch-diff.githubusercontent.com/wingschen/Machine-Learning-With-Python/blob/master/.gitattributes
.gitignore	https://patch-diff.githubusercontent.com/wingschen/Machine-Learning-With-Python/blob/master/.gitignore
.gitignore	https://patch-diff.githubusercontent.com/wingschen/Machine-Learning-With-Python/blob/master/.gitignore
README.md	https://patch-diff.githubusercontent.com/wingschen/Machine-Learning-With-Python/blob/master/README.md
README.md	https://patch-diff.githubusercontent.com/wingschen/Machine-Learning-With-Python/blob/master/README.md
README	https://patch-diff.githubusercontent.com/wingschen/Machine-Learning-With-Python
	https://patch-diff.githubusercontent.com/wingschen/Machine-Learning-With-Python#machine-learning-with-python
http://blog.csdn.net/gamer_gyt/article/details/75165842	http://blog.csdn.net/gamer_gyt/article/details/75165842
http://blog.csdn.net/gamer_gyt/article/details/51113753	http://blog.csdn.net/gamer_gyt/article/details/51113753
http://blog.csdn.net/gamer_gyt/article/details/51113753	http://blog.csdn.net/gamer_gyt/article/details/51113753
http://blog.csdn.net/gamer_gyt/article/details/51242815	http://blog.csdn.net/gamer_gyt/article/details/51242815
http://blog.csdn.net/gamer_gyt/article/details/48949227	http://blog.csdn.net/gamer_gyt/article/details/48949227
http://blog.csdn.net/gamer_gyt/article/details/51236978	http://blog.csdn.net/gamer_gyt/article/details/51236978
http://blog.csdn.net/gamer_gyt/article/details/51242150	http://blog.csdn.net/gamer_gyt/article/details/51242150
http://blog.csdn.net/gamer_gyt/article/details/51372309	http://blog.csdn.net/gamer_gyt/article/details/51372309
http://blog.csdn.net/gamer_gyt/article/details/47205371	http://blog.csdn.net/gamer_gyt/article/details/47205371
http://blog.csdn.net/gamer_gyt/article/details/47860945	http://blog.csdn.net/gamer_gyt/article/details/47860945
http://blog.csdn.net/gamer_gyt/article/details/51405251	http://blog.csdn.net/gamer_gyt/article/details/51405251
http://blog.csdn.net/gamer_gyt/article/details/51418069	http://blog.csdn.net/gamer_gyt/article/details/51418069
http://blog.csdn.net/gamer_gyt/article/details/51684716	http://blog.csdn.net/gamer_gyt/article/details/51684716
http://blog.csdn.net/gamer_gyt/article/details/51694250	http://blog.csdn.net/gamer_gyt/article/details/51694250
http://blog.csdn.net/gamer_gyt/article/details/51346159	http://blog.csdn.net/gamer_gyt/article/details/51346159
http://blog.csdn.net/gamer_gyt/article/details/53729868	http://blog.csdn.net/gamer_gyt/article/details/53729868
http://blog.csdn.net/gamer_gyt/article/details/74367714	http://blog.csdn.net/gamer_gyt/article/details/74367714
	https://patch-diff.githubusercontent.com/wingschen/Machine-Learning-With-Python#数据采集样例代码
http://blog.csdn.net/gamer_gyt/	http://blog.csdn.net/gamer_gyt/
Readme	https://patch-diff.githubusercontent.com/wingschen/Machine-Learning-With-Python#readme-ov-file
Please reload this page	https://patch-diff.githubusercontent.com/wingschen/Machine-Learning-With-Python
Activity	https://patch-diff.githubusercontent.com/wingschen/Machine-Learning-With-Python/activity
0 stars	https://patch-diff.githubusercontent.com/wingschen/Machine-Learning-With-Python/stargazers
0 watching	https://patch-diff.githubusercontent.com/wingschen/Machine-Learning-With-Python/watchers
0 forks	https://patch-diff.githubusercontent.com/wingschen/Machine-Learning-With-Python/forks
Report repository	https://patch-diff.githubusercontent.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Fwingschen%2FMachine-Learning-With-Python&report=wingschen+%28user%29
Releases	https://patch-diff.githubusercontent.com/wingschen/Machine-Learning-With-Python/releases
Packages 0	https://patch-diff.githubusercontent.com/users/wingschen/packages?repo_name=Machine-Learning-With-Python
	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.