René's URL Explorer Experiment

Title: GitHub - devdio/python-tutorial: python教程，包括：python基础、python进阶；常用机器学习库：numpy、scipy、sklearn、xgboost；深度学习库：keras、tensorflow、paddle、pytorch。 · GitHub

Open Graph Title: GitHub - devdio/python-tutorial: python教程，包括：python基础、python进阶；常用机器学习库：numpy、scipy、sklearn、xgboost；深度学习库：keras、tensorflow、paddle、pytorch。

X Title: GitHub - devdio/python-tutorial: python教程，包括：python基础、python进阶；常用机器学习库：numpy、scipy、sklearn、xgboost；深度学习库：keras、tensorflow、paddle、pytorch。

Description: python教程，包括：python基础、python进阶；常用机器学习库：numpy、scipy、sklearn、xgboost；深度学习库：keras、tensorflow、paddle、pytorch。 - devdio/python-tutorial

Open Graph Description: python教程，包括：python基础、python进阶；常用机器学习库：numpy、scipy、sklearn、xgboost；深度学习库：keras、tensorflow、paddle、pytorch。 - devdio/python-tutorial

X Description: python教程，包括：python基础、python进阶；常用机器学习库：numpy、scipy、sklearn、xgboost；深度学习库：keras、tensorflow、paddle、pytorch。 - devdio/python-tutorial

Opengraph URL: https://github.com/devdio/python-tutorial

X: @github

direct link

Domain: github.com

route-pattern	/:user_id/:repository/tree/name(/path)
route-controller	files
route-action	disambiguate
fetch-nonce	v2:75d34daa-1e64-e733-3c05-3d802c265e0b
current-catalog-service-hash	f3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-id	CA84:157B05:6415D0:89414A:6A627548
html-safe-nonce	dd54fc99dfe4186abb37263ecf900fa3404704ecaedb3c29797f068feec3e807
visitor-payload	eyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJDQTg0OjE1N0IwNTo2NDE1RDA6ODk0MTRBOjZBNjI3NTQ4IiwidmlzaXRvcl9pZCI6IjY2Mjg4ODIwMDI3OTE3ODk4OTYiLCJyZWdpb25fZWRnZSI6ImlhZCIsInJlZ2lvbl9yZW5kZXIiOiJpYWQifQ==
visitor-hmac	3c1ffc7662e3cc4d0c5f8ffab99a6790505c19f832df8a7201f5f917c9ed8d93
hovercard-subject-tag	repository:186956041
github-keyboard-shortcuts	repository,source-code,file-tree,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/devdio/python-tutorial/tree/master
twitter:image	https://opengraph.githubassets.com/a5e13248a8425a4fb3156d5dd8d9375ec00b08faf6f70a4aa3d5b35f229b9ed6/devdio/python-tutorial
twitter:card	summary_large_image
og:image	https://opengraph.githubassets.com/a5e13248a8425a4fb3156d5dd8d9375ec00b08faf6f70a4aa3d5b35f229b9ed6/devdio/python-tutorial
og:image:alt	python教程，包括：python基础、python进阶；常用机器学习库：numpy、scipy、sklearn、xgboost；深度学习库：keras、tensorflow、paddle、pytorch。 - devdio/python-tutorial
og:image:width	1200
og:image:height	600
og:site_name	GitHub
og:type	object
hostname	github.com
expected-hostname	github.com
None	838e87bd0e4f5415707a930bc14e89e382dc2ea046e50ff575252eb2f2cb06a2
turbo-cache-control	no-cache
go-import	github.com/devdio/python-tutorial git https://github.com/devdio/python-tutorial.git
octolytics-dimension-user_id	41630547
octolytics-dimension-user_login	devdio
octolytics-dimension-repository_id	186956041
octolytics-dimension-repository_nwo	devdio/python-tutorial
octolytics-dimension-repository_public	true
octolytics-dimension-repository_is_fork	true
octolytics-dimension-repository_parent_id	84792081
octolytics-dimension-repository_parent_nwo	shibing624/python-tutorial
octolytics-dimension-repository_network_root_id	84792081
octolytics-dimension-repository_network_root_nwo	shibing624/python-tutorial
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	f0081192f88523d2bf4cfdf22bb3e138affc4cd1
ui-target	full
theme-color	#1e2327
color-scheme	light dark

Links:

Skip to content	https://github.com/devdio/python-tutorial/tree/master#start-of-content
	https://github.com/
Sign in	https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fdevdio%2Fpython-tutorial%2Ftree%2Fmaster
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%2Fdevdio%2Fpython-tutorial%2Ftree%2Fmaster
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=devdio%2Fpython-tutorial
Reload	https://github.com/devdio/python-tutorial/tree/master
Reload	https://github.com/devdio/python-tutorial/tree/master
Reload	https://github.com/devdio/python-tutorial/tree/master
devdio	https://github.com/devdio
python-tutorial	https://github.com/devdio/python-tutorial
shibing624/python-tutorial	https://github.com/shibing624/python-tutorial
Notifications	https://github.com/login?return_to=%2Fdevdio%2Fpython-tutorial
Fork 0	https://github.com/login?return_to=%2Fdevdio%2Fpython-tutorial
Star 0	https://github.com/login?return_to=%2Fdevdio%2Fpython-tutorial
Code	https://github.com/devdio/python-tutorial
Pull requests 0	https://github.com/devdio/python-tutorial/pulls
Actions	https://github.com/devdio/python-tutorial/actions
Projects	https://github.com/devdio/python-tutorial/projects
Security and quality 0	https://github.com/devdio/python-tutorial/security
Insights	https://github.com/devdio/python-tutorial/pulse
Code	https://github.com/devdio/python-tutorial
Pull requests	https://github.com/devdio/python-tutorial/pulls
Actions	https://github.com/devdio/python-tutorial/actions
Projects	https://github.com/devdio/python-tutorial/projects
Security and quality	https://github.com/devdio/python-tutorial/security
Insights	https://github.com/devdio/python-tutorial/pulse
	https://github.com/devdio/python-tutorial
Branches	https://github.com/devdio/python-tutorial/branches
Tags	https://github.com/devdio/python-tutorial/tags
	https://github.com/devdio/python-tutorial/branches
	https://github.com/devdio/python-tutorial/tags
118 Commits	https://github.com/devdio/python-tutorial/commits/master/
	https://github.com/devdio/python-tutorial/commits/master/
01base	https://github.com/devdio/python-tutorial/tree/master/01base
01base	https://github.com/devdio/python-tutorial/tree/master/01base
02numpy	https://github.com/devdio/python-tutorial/tree/master/02numpy
02numpy	https://github.com/devdio/python-tutorial/tree/master/02numpy
03scipy	https://github.com/devdio/python-tutorial/tree/master/03scipy
03scipy	https://github.com/devdio/python-tutorial/tree/master/03scipy
04advanced	https://github.com/devdio/python-tutorial/tree/master/04advanced
04advanced	https://github.com/devdio/python-tutorial/tree/master/04advanced
05oop	https://github.com/devdio/python-tutorial/tree/master/05oop
05oop	https://github.com/devdio/python-tutorial/tree/master/05oop
06nltk	https://github.com/devdio/python-tutorial/tree/master/06nltk
06nltk	https://github.com/devdio/python-tutorial/tree/master/06nltk
07keras	https://github.com/devdio/python-tutorial/tree/master/07keras
07keras	https://github.com/devdio/python-tutorial/tree/master/07keras
08sentiment	https://github.com/devdio/python-tutorial/tree/master/08sentiment
08sentiment	https://github.com/devdio/python-tutorial/tree/master/08sentiment
09qa	https://github.com/devdio/python-tutorial/tree/master/09qa
09qa	https://github.com/devdio/python-tutorial/tree/master/09qa
10web-server	https://github.com/devdio/python-tutorial/tree/master/10web-server
10web-server	https://github.com/devdio/python-tutorial/tree/master/10web-server
11scikit-learn	https://github.com/devdio/python-tutorial/tree/master/11scikit-learn
11scikit-learn	https://github.com/devdio/python-tutorial/tree/master/11scikit-learn
12gensim	https://github.com/devdio/python-tutorial/tree/master/12gensim
12gensim	https://github.com/devdio/python-tutorial/tree/master/12gensim
13wordcloud	https://github.com/devdio/python-tutorial/tree/master/13wordcloud
13wordcloud	https://github.com/devdio/python-tutorial/tree/master/13wordcloud
14BP	https://github.com/devdio/python-tutorial/tree/master/14BP
14BP	https://github.com/devdio/python-tutorial/tree/master/14BP
15Ngram	https://github.com/devdio/python-tutorial/tree/master/15Ngram
15Ngram	https://github.com/devdio/python-tutorial/tree/master/15Ngram
16paddle	https://github.com/devdio/python-tutorial/tree/master/16paddle
16paddle	https://github.com/devdio/python-tutorial/tree/master/16paddle
17tensorflow	https://github.com/devdio/python-tutorial/tree/master/17tensorflow
17tensorflow	https://github.com/devdio/python-tutorial/tree/master/17tensorflow
18tensorlayer	https://github.com/devdio/python-tutorial/tree/master/18tensorlayer
18tensorlayer	https://github.com/devdio/python-tutorial/tree/master/18tensorlayer
19xgboost	https://github.com/devdio/python-tutorial/tree/master/19xgboost
19xgboost	https://github.com/devdio/python-tutorial/tree/master/19xgboost
20pytorch	https://github.com/devdio/python-tutorial/tree/master/20pytorch
20pytorch	https://github.com/devdio/python-tutorial/tree/master/20pytorch
21xlearn	https://github.com/devdio/python-tutorial/tree/master/21xlearn
21xlearn	https://github.com/devdio/python-tutorial/tree/master/21xlearn
22data-mining	https://github.com/devdio/python-tutorial/tree/master/22data-mining
22data-mining	https://github.com/devdio/python-tutorial/tree/master/22data-mining
23thread	https://github.com/devdio/python-tutorial/tree/master/23thread
23thread	https://github.com/devdio/python-tutorial/tree/master/23thread
24web	https://github.com/devdio/python-tutorial/tree/master/24web
24web	https://github.com/devdio/python-tutorial/tree/master/24web
25speech	https://github.com/devdio/python-tutorial/tree/master/25speech
25speech	https://github.com/devdio/python-tutorial/tree/master/25speech
26cv	https://github.com/devdio/python-tutorial/tree/master/26cv
26cv	https://github.com/devdio/python-tutorial/tree/master/26cv
27flask	https://github.com/devdio/python-tutorial/tree/master/27flask
27flask	https://github.com/devdio/python-tutorial/tree/master/27flask
28mysql	https://github.com/devdio/python-tutorial/tree/master/28mysql
28mysql	https://github.com/devdio/python-tutorial/tree/master/28mysql
29t2t	https://github.com/devdio/python-tutorial/tree/master/29t2t
29t2t	https://github.com/devdio/python-tutorial/tree/master/29t2t
30neo4j	https://github.com/devdio/python-tutorial/tree/master/30neo4j
30neo4j	https://github.com/devdio/python-tutorial/tree/master/30neo4j
31fasttext	https://github.com/devdio/python-tutorial/tree/master/31fasttext
31fasttext	https://github.com/devdio/python-tutorial/tree/master/31fasttext
32echart	https://github.com/devdio/python-tutorial/tree/master/32echart
32echart	https://github.com/devdio/python-tutorial/tree/master/32echart
33RL	https://github.com/devdio/python-tutorial/tree/master/33RL
33RL	https://github.com/devdio/python-tutorial/tree/master/33RL
data	https://github.com/devdio/python-tutorial/tree/master/data
data	https://github.com/devdio/python-tutorial/tree/master/data
tool	https://github.com/devdio/python-tutorial/tree/master/tool
tool	https://github.com/devdio/python-tutorial/tree/master/tool
.editorconfig	https://github.com/devdio/python-tutorial/blob/master/.editorconfig
.editorconfig	https://github.com/devdio/python-tutorial/blob/master/.editorconfig
.gitignore	https://github.com/devdio/python-tutorial/blob/master/.gitignore
.gitignore	https://github.com/devdio/python-tutorial/blob/master/.gitignore
LICENSE	https://github.com/devdio/python-tutorial/blob/master/LICENSE
LICENSE	https://github.com/devdio/python-tutorial/blob/master/LICENSE
README.md	https://github.com/devdio/python-tutorial/blob/master/README.md
README.md	https://github.com/devdio/python-tutorial/blob/master/README.md
requirements.txt	https://github.com/devdio/python-tutorial/blob/master/requirements.txt
requirements.txt	https://github.com/devdio/python-tutorial/blob/master/requirements.txt
README	https://github.com/devdio/python-tutorial/tree/master
Apache-2.0 license	https://github.com/devdio/python-tutorial/tree/master
	https://github.com/devdio/python-tutorial/tree/master#python-tutorial-exercise
	https://github.com/devdio/python-tutorial/tree/master#07keras
	https://github.com/devdio/python-tutorial/tree/master#19xgboost
lr.py	https://github.com/devdio/python-tutorial/blob/master/lr.py
xgb.py	https://github.com/devdio/python-tutorial/blob/master/xgb.py
xgb_lr.py	https://github.com/devdio/python-tutorial/blob/master/xgb_lr.py
Readme	https://github.com/devdio/python-tutorial/tree/master#readme-ov-file
Apache-2.0 license	https://github.com/devdio/python-tutorial/tree/master#Apache-2.0-1-ov-file
Activity	https://github.com/devdio/python-tutorial/activity
0 stars	https://github.com/devdio/python-tutorial/stargazers
0 watching	https://github.com/devdio/python-tutorial/watchers
0 forks	https://github.com/devdio/python-tutorial/forks
Report repository	https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Fdevdio%2Fpython-tutorial&report=devdio+%28user%29
	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.