René's URL Explorer Experiment

Title: GitHub - williamsoham/tutorials: 机器学习相关教程

Open Graph Title: GitHub - williamsoham/tutorials: 机器学习相关教程

X Title: GitHub - williamsoham/tutorials: 机器学习相关教程

Description: 机器学习相关教程. Contribute to williamsoham/tutorials development by creating an account on GitHub.

Open Graph Description: 机器学习相关教程. Contribute to williamsoham/tutorials development by creating an account on GitHub.

X Description: 机器学习相关教程. Contribute to williamsoham/tutorials development by creating an account on GitHub.

Opengraph URL: https://github.com/williamsoham/tutorials

X: @github

direct link

Domain: patch-diff.githubusercontent.com

route-pattern	/:user_id/:repository
route-controller	files
route-action	disambiguate
fetch-nonce	v2:d3d5451e-e420-4071-973d-f48d9ad7a145
current-catalog-service-hash	f3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-id	B6FE:385565:E6FA97:1352BA3:6977F544
html-safe-nonce	26f455abb412ce9cbccf52dfec26adfe6736fd38157d04a7a1f70577f07078d6
visitor-payload	eyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJCNkZFOjM4NTU2NTpFNkZBOTc6MTM1MkJBMzo2OTc3RjU0NCIsInZpc2l0b3JfaWQiOiIxNTg3NjQxMTQ4MTM2NDg2MjEyIiwicmVnaW9uX2VkZ2UiOiJpYWQiLCJyZWdpb25fcmVuZGVyIjoiaWFkIn0=
visitor-hmac	6a1a9b47bc2cad7588a858e24fcb34f7339a809f43e9852bc6390c963cb09bd9
hovercard-subject-tag	repository:109117144
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/williamsoham/tutorials
twitter:image	https://opengraph.githubassets.com/a5100717ca1c6c46b9b0b181dafc7ca8330604046fd150e76bd4632d34aa08ca/williamsoham/tutorials
twitter:card	summary_large_image
og:image	https://opengraph.githubassets.com/a5100717ca1c6c46b9b0b181dafc7ca8330604046fd150e76bd4632d34aa08ca/williamsoham/tutorials
og:image:alt	机器学习相关教程. Contribute to williamsoham/tutorials development by creating an account on GitHub.
og:image:width	1200
og:image:height	600
og:site_name	GitHub
og:type	object
hostname	github.com
expected-hostname	github.com
None	8f1e678146f1d73cbdfdaa349dc174ab7af81d2a7f47a4b5b3ada9eb6e3f9e69
turbo-cache-control	no-preview
go-import	github.com/williamsoham/tutorials git https://github.com/williamsoham/tutorials.git
octolytics-dimension-user_id	24835492
octolytics-dimension-user_login	williamsoham
octolytics-dimension-repository_id	109117144
octolytics-dimension-repository_nwo	williamsoham/tutorials
octolytics-dimension-repository_public	true
octolytics-dimension-repository_is_fork	true
octolytics-dimension-repository_parent_id	59944455
octolytics-dimension-repository_parent_nwo	MorvanZhou/tutorials
octolytics-dimension-repository_network_root_id	59944455
octolytics-dimension-repository_network_root_nwo	MorvanZhou/tutorials
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	bff6b33928f6bf084f3501ebc5705de0492b7e35
ui-target	full
theme-color	#1e2327
color-scheme	light dark

Links:

Skip to content	https://patch-diff.githubusercontent.com/williamsoham/tutorials#start-of-content
	https://patch-diff.githubusercontent.com/
Sign in	https://patch-diff.githubusercontent.com/login?return_to=https%3A%2F%2Fgithub.com%2Fwilliamsoham%2Ftutorials
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%2Fwilliamsoham%2Ftutorials
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=williamsoham%2Ftutorials
Reload	https://patch-diff.githubusercontent.com/williamsoham/tutorials
Reload	https://patch-diff.githubusercontent.com/williamsoham/tutorials
Reload	https://patch-diff.githubusercontent.com/williamsoham/tutorials
williamsoham	https://patch-diff.githubusercontent.com/williamsoham
tutorials	https://patch-diff.githubusercontent.com/williamsoham/tutorials
MorvanZhou/tutorials	https://patch-diff.githubusercontent.com/MorvanZhou/tutorials
Notifications	https://patch-diff.githubusercontent.com/login?return_to=%2Fwilliamsoham%2Ftutorials
Fork 0	https://patch-diff.githubusercontent.com/login?return_to=%2Fwilliamsoham%2Ftutorials
Star 0	https://patch-diff.githubusercontent.com/login?return_to=%2Fwilliamsoham%2Ftutorials
morvanzhou.github.io/tutorials	https://morvanzhou.github.io/tutorials
MIT license	https://patch-diff.githubusercontent.com/williamsoham/tutorials/blob/master/LICENCE
0 stars	https://patch-diff.githubusercontent.com/williamsoham/tutorials/stargazers
5.7k forks	https://patch-diff.githubusercontent.com/williamsoham/tutorials/forks
Branches	https://patch-diff.githubusercontent.com/williamsoham/tutorials/branches
Tags	https://patch-diff.githubusercontent.com/williamsoham/tutorials/tags
Activity	https://patch-diff.githubusercontent.com/williamsoham/tutorials/activity
Star	https://patch-diff.githubusercontent.com/login?return_to=%2Fwilliamsoham%2Ftutorials
Notifications	https://patch-diff.githubusercontent.com/login?return_to=%2Fwilliamsoham%2Ftutorials
Code	https://patch-diff.githubusercontent.com/williamsoham/tutorials
Pull requests 0	https://patch-diff.githubusercontent.com/williamsoham/tutorials/pulls
Actions	https://patch-diff.githubusercontent.com/williamsoham/tutorials/actions
Projects 0	https://patch-diff.githubusercontent.com/williamsoham/tutorials/projects
Security 0	https://patch-diff.githubusercontent.com/williamsoham/tutorials/security
Insights	https://patch-diff.githubusercontent.com/williamsoham/tutorials/pulse
Code	https://patch-diff.githubusercontent.com/williamsoham/tutorials
Pull requests	https://patch-diff.githubusercontent.com/williamsoham/tutorials/pulls
Actions	https://patch-diff.githubusercontent.com/williamsoham/tutorials/actions
Projects	https://patch-diff.githubusercontent.com/williamsoham/tutorials/projects
Security	https://patch-diff.githubusercontent.com/williamsoham/tutorials/security
Insights	https://patch-diff.githubusercontent.com/williamsoham/tutorials/pulse
Branches	https://patch-diff.githubusercontent.com/williamsoham/tutorials/branches
Tags	https://patch-diff.githubusercontent.com/williamsoham/tutorials/tags
	https://patch-diff.githubusercontent.com/williamsoham/tutorials/branches
	https://patch-diff.githubusercontent.com/williamsoham/tutorials/tags
526 Commits	https://patch-diff.githubusercontent.com/williamsoham/tutorials/commits/master/
	https://patch-diff.githubusercontent.com/williamsoham/tutorials/commits/master/
Reinforcement_learning_TUT	https://patch-diff.githubusercontent.com/williamsoham/tutorials/tree/master/Reinforcement_learning_TUT
Reinforcement_learning_TUT	https://patch-diff.githubusercontent.com/williamsoham/tutorials/tree/master/Reinforcement_learning_TUT
basic	https://patch-diff.githubusercontent.com/williamsoham/tutorials/tree/master/basic
basic	https://patch-diff.githubusercontent.com/williamsoham/tutorials/tree/master/basic
gitTUT	https://patch-diff.githubusercontent.com/williamsoham/tutorials/tree/master/gitTUT
gitTUT	https://patch-diff.githubusercontent.com/williamsoham/tutorials/tree/master/gitTUT
kerasTUT	https://patch-diff.githubusercontent.com/williamsoham/tutorials/tree/master/kerasTUT
kerasTUT	https://patch-diff.githubusercontent.com/williamsoham/tutorials/tree/master/kerasTUT
matplotlibTUT	https://patch-diff.githubusercontent.com/williamsoham/tutorials/tree/master/matplotlibTUT
matplotlibTUT	https://patch-diff.githubusercontent.com/williamsoham/tutorials/tree/master/matplotlibTUT
multiprocessingTUT	https://patch-diff.githubusercontent.com/williamsoham/tutorials/tree/master/multiprocessingTUT
multiprocessingTUT	https://patch-diff.githubusercontent.com/williamsoham/tutorials/tree/master/multiprocessingTUT
numpy&pandas	https://patch-diff.githubusercontent.com/williamsoham/tutorials/tree/master/numpy%26pandas
numpy&pandas	https://patch-diff.githubusercontent.com/williamsoham/tutorials/tree/master/numpy%26pandas
pyTorch tutorial	https://patch-diff.githubusercontent.com/williamsoham/tutorials/tree/master/pyTorch%20tutorial
pyTorch tutorial	https://patch-diff.githubusercontent.com/williamsoham/tutorials/tree/master/pyTorch%20tutorial
sklearnTUT	https://patch-diff.githubusercontent.com/williamsoham/tutorials/tree/master/sklearnTUT
sklearnTUT	https://patch-diff.githubusercontent.com/williamsoham/tutorials/tree/master/sklearnTUT
tensorflowTUT	https://patch-diff.githubusercontent.com/williamsoham/tutorials/tree/master/tensorflowTUT
tensorflowTUT	https://patch-diff.githubusercontent.com/williamsoham/tutorials/tree/master/tensorflowTUT
theanoTUT	https://patch-diff.githubusercontent.com/williamsoham/tutorials/tree/master/theanoTUT
theanoTUT	https://patch-diff.githubusercontent.com/williamsoham/tutorials/tree/master/theanoTUT
threadingTUT	https://patch-diff.githubusercontent.com/williamsoham/tutorials/tree/master/threadingTUT
threadingTUT	https://patch-diff.githubusercontent.com/williamsoham/tutorials/tree/master/threadingTUT
tkinterTUT	https://patch-diff.githubusercontent.com/williamsoham/tutorials/tree/master/tkinterTUT
tkinterTUT	https://patch-diff.githubusercontent.com/williamsoham/tutorials/tree/master/tkinterTUT
.gitignore	https://patch-diff.githubusercontent.com/williamsoham/tutorials/blob/master/.gitignore
.gitignore	https://patch-diff.githubusercontent.com/williamsoham/tutorials/blob/master/.gitignore
LICENCE	https://patch-diff.githubusercontent.com/williamsoham/tutorials/blob/master/LICENCE
LICENCE	https://patch-diff.githubusercontent.com/williamsoham/tutorials/blob/master/LICENCE
README.md	https://patch-diff.githubusercontent.com/williamsoham/tutorials/blob/master/README.md
README.md	https://patch-diff.githubusercontent.com/williamsoham/tutorials/blob/master/README.md
片头.png	https://patch-diff.githubusercontent.com/williamsoham/tutorials/blob/master/%E7%89%87%E5%A4%B4.png
片头.png	https://patch-diff.githubusercontent.com/williamsoham/tutorials/blob/master/%E7%89%87%E5%A4%B4.png
README	https://patch-diff.githubusercontent.com/williamsoham/tutorials
MIT license	https://patch-diff.githubusercontent.com/williamsoham/tutorials
	https://morvanzhou.github.io/tutorials/
莫烦Python	https://morvanzhou.github.io/about/
这里	https://morvanzhou.github.io/about/
	https://patch-diff.githubusercontent.com/williamsoham/tutorials#这个-python-tutorial-的一些内容
Python 基础	https://morvanzhou.github.io/tutorials/python-basic/
基础	https://morvanzhou.github.io/tutorials/python-basic/basic/
多线程 threading	https://morvanzhou.github.io/tutorials/python-basic/threading/
多进程 multiprocessing	https://morvanzhou.github.io/tutorials/python-basic/multiprocessing/
简单窗口 tkinter	https://morvanzhou.github.io/tutorials/python-basic/tkinter/
机器学习	https://morvanzhou.github.io/tutorials/machine-learning/
有趣的机器学习	https://morvanzhou.github.io/tutorials/machine-learning/ML-intro/
强化学习 (Reinforcement Learning)	https://morvanzhou.github.io/tutorials/machine-learning/reinforcement-learning/
进化算法 (Evolutionary Algorithm) 如遗传算法等	https://morvanzhou.github.io/tutorials/machine-learning/evolutionary-algorithm/
Tensorflow (神经网络)	https://morvanzhou.github.io/tutorials/machine-learning/tensorflow/
PyTorch (神经网络)	https://morvanzhou.github.io/tutorials/machine-learning/torch/
Theano (神经网络)	https://morvanzhou.github.io/tutorials/machine-learning/theano/
Keras (快速神经网络)	https://morvanzhou.github.io/tutorials/machine-learning/keras/
Scikit-Learn (机器学习)	https://morvanzhou.github.io/tutorials/machine-learning/sklearn/
数据处理	https://morvanzhou.github.io/tutorials/data-manipulation/
Numpy & Pandas (处理数据)	https://morvanzhou.github.io/tutorials/data-manipulation/np-pd/
Matplotlib (绘图)	https://morvanzhou.github.io/tutorials/data-manipulation/plt/
其他	https://morvanzhou.github.io/tutorials/others/
Git (版本管理)	https://morvanzhou.github.io/tutorials/others/git/
Linux 简易教学	https://morvanzhou.github.io/tutorials/others/linux-basic/
	https://patch-diff.githubusercontent.com/williamsoham/tutorials#赞助和支持
赞助打赏	https://morvanzhou.github.io/support/
morvanzhou.github.io/tutorials	https://morvanzhou.github.io/tutorials
Readme	https://patch-diff.githubusercontent.com/williamsoham/tutorials#readme-ov-file
MIT license	https://patch-diff.githubusercontent.com/williamsoham/tutorials#MIT-1-ov-file
Please reload this page	https://patch-diff.githubusercontent.com/williamsoham/tutorials
Activity	https://patch-diff.githubusercontent.com/williamsoham/tutorials/activity
0 stars	https://patch-diff.githubusercontent.com/williamsoham/tutorials/stargazers
0 watching	https://patch-diff.githubusercontent.com/williamsoham/tutorials/watchers
0 forks	https://patch-diff.githubusercontent.com/williamsoham/tutorials/forks
Report repository	https://patch-diff.githubusercontent.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Fwilliamsoham%2Ftutorials&report=williamsoham+%28user%29
Releases	https://patch-diff.githubusercontent.com/williamsoham/tutorials/releases
Packages 0	https://patch-diff.githubusercontent.com/users/williamsoham/packages?repo_name=tutorials
	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.