René's URL Explorer Experiment

Title: GitHub - tuhaolam/notes-python: 中文 Python 笔记

Open Graph Title: GitHub - tuhaolam/notes-python: 中文 Python 笔记

X Title: GitHub - tuhaolam/notes-python: 中文 Python 笔记

Description: 中文 Python 笔记. Contribute to tuhaolam/notes-python development by creating an account on GitHub.

Open Graph Description: 中文 Python 笔记. Contribute to tuhaolam/notes-python development by creating an account on GitHub.

X Description: 中文 Python 笔记. Contribute to tuhaolam/notes-python development by creating an account on GitHub.

Mail addresses
lijinwithyou@gmail.com

Opengraph URL: https://github.com/tuhaolam/notes-python

X: @github

direct link

Domain: patch-diff.githubusercontent.com

route-pattern	/:user_id/:repository
route-controller	files
route-action	disambiguate
fetch-nonce	v2:d4d94d60-b02b-11eb-9c07-b62369349926
current-catalog-service-hash	f3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-id	D100:114C7E:B8552C:106708A:696F93A6
html-safe-nonce	49b41064850e7f964242eba5a62d2dbdaeecbb399761481385118bed95a2990e
visitor-payload	eyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJEMTAwOjExNEM3RTpCODU1MkM6MTA2NzA4QTo2OTZGOTNBNiIsInZpc2l0b3JfaWQiOiI3NzAwMjIwMzM3MzA3MjI3MDQ2IiwicmVnaW9uX2VkZ2UiOiJpYWQiLCJyZWdpb25fcmVuZGVyIjoiaWFkIn0=
visitor-hmac	d58a20d822a19428d42da23e25935f6e231afacba7689cba06099fe1e0b767b5
hovercard-subject-tag	repository:55028684
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/tuhaolam/notes-python
twitter:image	https://opengraph.githubassets.com/bc82fef4a1986dec13f2340416b3beb2cdc7fa5a82c638ec0ecb97eaeeeab87f/tuhaolam/notes-python
twitter:card	summary_large_image
og:image	https://opengraph.githubassets.com/bc82fef4a1986dec13f2340416b3beb2cdc7fa5a82c638ec0ecb97eaeeeab87f/tuhaolam/notes-python
og:image:alt	中文 Python 笔记. Contribute to tuhaolam/notes-python 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	0ca8d8c65612640b9a1a588b3eed68222ca723ed2d028b18fe81b28936d535eb
turbo-cache-control	no-preview
go-import	github.com/tuhaolam/notes-python git https://github.com/tuhaolam/notes-python.git
octolytics-dimension-user_id	10894348
octolytics-dimension-user_login	tuhaolam
octolytics-dimension-repository_id	55028684
octolytics-dimension-repository_nwo	tuhaolam/notes-python
octolytics-dimension-repository_public	true
octolytics-dimension-repository_is_fork	true
octolytics-dimension-repository_parent_id	43877558
octolytics-dimension-repository_parent_nwo	lijin-THU/notes-python
octolytics-dimension-repository_network_root_id	43877558
octolytics-dimension-repository_network_root_nwo	lijin-THU/notes-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	95f60616ce2765d1114fe6da4af405a58c6d26d2
ui-target	full
theme-color	#1e2327
color-scheme	light dark

Links:

Skip to content	https://patch-diff.githubusercontent.com/tuhaolam/notes-python#start-of-content
	https://patch-diff.githubusercontent.com/
Sign in	https://patch-diff.githubusercontent.com/login?return_to=https%3A%2F%2Fgithub.com%2Ftuhaolam%2Fnotes-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%2Ftuhaolam%2Fnotes-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=tuhaolam%2Fnotes-python
Reload	https://patch-diff.githubusercontent.com/tuhaolam/notes-python
Reload	https://patch-diff.githubusercontent.com/tuhaolam/notes-python
Reload	https://patch-diff.githubusercontent.com/tuhaolam/notes-python
tuhaolam	https://patch-diff.githubusercontent.com/tuhaolam
notes-python	https://patch-diff.githubusercontent.com/tuhaolam/notes-python
lijin-THU/notes-python	https://patch-diff.githubusercontent.com/lijin-THU/notes-python
Notifications	https://patch-diff.githubusercontent.com/login?return_to=%2Ftuhaolam%2Fnotes-python
Fork 0	https://patch-diff.githubusercontent.com/login?return_to=%2Ftuhaolam%2Fnotes-python
Star 0	https://patch-diff.githubusercontent.com/login?return_to=%2Ftuhaolam%2Fnotes-python
0 stars	https://patch-diff.githubusercontent.com/tuhaolam/notes-python/stargazers
2.9k forks	https://patch-diff.githubusercontent.com/tuhaolam/notes-python/forks
Branches	https://patch-diff.githubusercontent.com/tuhaolam/notes-python/branches
Tags	https://patch-diff.githubusercontent.com/tuhaolam/notes-python/tags
Activity	https://patch-diff.githubusercontent.com/tuhaolam/notes-python/activity
Star	https://patch-diff.githubusercontent.com/login?return_to=%2Ftuhaolam%2Fnotes-python
Notifications	https://patch-diff.githubusercontent.com/login?return_to=%2Ftuhaolam%2Fnotes-python
Code	https://patch-diff.githubusercontent.com/tuhaolam/notes-python
Pull requests 0	https://patch-diff.githubusercontent.com/tuhaolam/notes-python/pulls
Actions	https://patch-diff.githubusercontent.com/tuhaolam/notes-python/actions
Projects 0	https://patch-diff.githubusercontent.com/tuhaolam/notes-python/projects
Wiki	https://patch-diff.githubusercontent.com/tuhaolam/notes-python/wiki
Security Uh oh! There was an error while loading. Please reload this page.	https://patch-diff.githubusercontent.com/tuhaolam/notes-python/security
Please reload this page	https://patch-diff.githubusercontent.com/tuhaolam/notes-python
Insights	https://patch-diff.githubusercontent.com/tuhaolam/notes-python/pulse
Code	https://patch-diff.githubusercontent.com/tuhaolam/notes-python
Pull requests	https://patch-diff.githubusercontent.com/tuhaolam/notes-python/pulls
Actions	https://patch-diff.githubusercontent.com/tuhaolam/notes-python/actions
Projects	https://patch-diff.githubusercontent.com/tuhaolam/notes-python/projects
Wiki	https://patch-diff.githubusercontent.com/tuhaolam/notes-python/wiki
Security	https://patch-diff.githubusercontent.com/tuhaolam/notes-python/security
Insights	https://patch-diff.githubusercontent.com/tuhaolam/notes-python/pulse
Branches	https://patch-diff.githubusercontent.com/tuhaolam/notes-python/branches
Tags	https://patch-diff.githubusercontent.com/tuhaolam/notes-python/tags
	https://patch-diff.githubusercontent.com/tuhaolam/notes-python/branches
	https://patch-diff.githubusercontent.com/tuhaolam/notes-python/tags
45 Commits	https://patch-diff.githubusercontent.com/tuhaolam/notes-python/commits/master/
	https://patch-diff.githubusercontent.com/tuhaolam/notes-python/commits/master/
01. python tools	https://patch-diff.githubusercontent.com/tuhaolam/notes-python/tree/master/01.%20python%20tools
01. python tools	https://patch-diff.githubusercontent.com/tuhaolam/notes-python/tree/master/01.%20python%20tools
02. python essentials	https://patch-diff.githubusercontent.com/tuhaolam/notes-python/tree/master/02.%20python%20essentials
02. python essentials	https://patch-diff.githubusercontent.com/tuhaolam/notes-python/tree/master/02.%20python%20essentials
03. numpy	https://patch-diff.githubusercontent.com/tuhaolam/notes-python/tree/master/03.%20numpy
03. numpy	https://patch-diff.githubusercontent.com/tuhaolam/notes-python/tree/master/03.%20numpy
04. scipy	https://patch-diff.githubusercontent.com/tuhaolam/notes-python/tree/master/04.%20scipy
04. scipy	https://patch-diff.githubusercontent.com/tuhaolam/notes-python/tree/master/04.%20scipy
05. advanced python	https://patch-diff.githubusercontent.com/tuhaolam/notes-python/tree/master/05.%20advanced%20python
05. advanced python	https://patch-diff.githubusercontent.com/tuhaolam/notes-python/tree/master/05.%20advanced%20python
06. matplotlib	https://patch-diff.githubusercontent.com/tuhaolam/notes-python/tree/master/06.%20matplotlib
06. matplotlib	https://patch-diff.githubusercontent.com/tuhaolam/notes-python/tree/master/06.%20matplotlib
07. interfacing with other languages	https://patch-diff.githubusercontent.com/tuhaolam/notes-python/tree/master/07.%20interfacing%20with%20other%20languages
07. interfacing with other languages	https://patch-diff.githubusercontent.com/tuhaolam/notes-python/tree/master/07.%20interfacing%20with%20other%20languages
08. object-oriented programming	https://patch-diff.githubusercontent.com/tuhaolam/notes-python/tree/master/08.%20object-oriented%20programming
08. object-oriented programming	https://patch-diff.githubusercontent.com/tuhaolam/notes-python/tree/master/08.%20object-oriented%20programming
09. theano	https://patch-diff.githubusercontent.com/tuhaolam/notes-python/tree/master/09.%20theano
09. theano	https://patch-diff.githubusercontent.com/tuhaolam/notes-python/tree/master/09.%20theano
10. something interesting	https://patch-diff.githubusercontent.com/tuhaolam/notes-python/tree/master/10.%20something%20interesting
10. something interesting	https://patch-diff.githubusercontent.com/tuhaolam/notes-python/tree/master/10.%20something%20interesting
11. useful tools	https://patch-diff.githubusercontent.com/tuhaolam/notes-python/tree/master/11.%20useful%20tools
11. useful tools	https://patch-diff.githubusercontent.com/tuhaolam/notes-python/tree/master/11.%20useful%20tools
12. pandas	https://patch-diff.githubusercontent.com/tuhaolam/notes-python/tree/master/12.%20pandas
12. pandas	https://patch-diff.githubusercontent.com/tuhaolam/notes-python/tree/master/12.%20pandas
.gitattibutes	https://patch-diff.githubusercontent.com/tuhaolam/notes-python/blob/master/.gitattibutes
.gitattibutes	https://patch-diff.githubusercontent.com/tuhaolam/notes-python/blob/master/.gitattibutes
.gitignore	https://patch-diff.githubusercontent.com/tuhaolam/notes-python/blob/master/.gitignore
.gitignore	https://patch-diff.githubusercontent.com/tuhaolam/notes-python/blob/master/.gitignore
README.md	https://patch-diff.githubusercontent.com/tuhaolam/notes-python/blob/master/README.md
README.md	https://patch-diff.githubusercontent.com/tuhaolam/notes-python/blob/master/README.md
generate index.ipynb	https://patch-diff.githubusercontent.com/tuhaolam/notes-python/blob/master/generate%20index.ipynb
generate index.ipynb	https://patch-diff.githubusercontent.com/tuhaolam/notes-python/blob/master/generate%20index.ipynb
generate static files.ipynb	https://patch-diff.githubusercontent.com/tuhaolam/notes-python/blob/master/generate%20static%20files.ipynb
generate static files.ipynb	https://patch-diff.githubusercontent.com/tuhaolam/notes-python/blob/master/generate%20static%20files.ipynb
generate_static_files.py	https://patch-diff.githubusercontent.com/tuhaolam/notes-python/blob/master/generate_static_files.py
generate_static_files.py	https://patch-diff.githubusercontent.com/tuhaolam/notes-python/blob/master/generate_static_files.py
index.ipynb	https://patch-diff.githubusercontent.com/tuhaolam/notes-python/blob/master/index.ipynb
index.ipynb	https://patch-diff.githubusercontent.com/tuhaolam/notes-python/blob/master/index.ipynb
index.md	https://patch-diff.githubusercontent.com/tuhaolam/notes-python/blob/master/index.md
index.md	https://patch-diff.githubusercontent.com/tuhaolam/notes-python/blob/master/index.md
README	https://patch-diff.githubusercontent.com/tuhaolam/notes-python
	https://patch-diff.githubusercontent.com/tuhaolam/notes-python#中文-python-笔记
Nbviewer	http://nbviewer.ipython.org/github/lijin-THU/notes-python/blob/master/index.ipynb
	https://patch-diff.githubusercontent.com/tuhaolam/notes-python#简介
Anaconda	http://www.continuum.io/downloads
	https://patch-diff.githubusercontent.com/tuhaolam/notes-python#基本环境配置
Anaconda	http://www.continuum.io/downloads
Miniconda	http://conda.pydata.org/miniconda.html
	https://patch-diff.githubusercontent.com/tuhaolam/notes-python#参考
Enthought Training on Demand	https://training.enthought.com/
Computational Statistics in Python	http://people.duke.edu/~ccc14/sta-663/index.html#rd
Scipy.org	http://scipy.org/
Deep Learning Tutorials	http://deeplearning.net/tutorial/
High Performance Scientific Computing	http://faculty.washington.edu/rjl/uwhpsc-coursera/index.html
Scipy Lectures	http://www.scipy-lectures.org/
Pandas.org	http://pandas.pydata.org/pandas-docs/stable/index.html
	https://patch-diff.githubusercontent.com/tuhaolam/notes-python#目录
Readme	https://patch-diff.githubusercontent.com/tuhaolam/notes-python#readme-ov-file
Please reload this page	https://patch-diff.githubusercontent.com/tuhaolam/notes-python
Activity	https://patch-diff.githubusercontent.com/tuhaolam/notes-python/activity
0 stars	https://patch-diff.githubusercontent.com/tuhaolam/notes-python/stargazers
1 watching	https://patch-diff.githubusercontent.com/tuhaolam/notes-python/watchers
0 forks	https://patch-diff.githubusercontent.com/tuhaolam/notes-python/forks
Report repository	https://patch-diff.githubusercontent.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Ftuhaolam%2Fnotes-python&report=tuhaolam+%28user%29
Releases	https://patch-diff.githubusercontent.com/tuhaolam/notes-python/releases
Packages 0	https://patch-diff.githubusercontent.com/users/tuhaolam/packages?repo_name=notes-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.