René's URL Explorer Experiment


Title: History for data - hanwsf/python-tutorial-- · GitHub

Open Graph Title: History for data - hanwsf/python-tutorial--

X Title: History for data - hanwsf/python-tutorial--

Description: Python实用教程，包括：Python基础，Python高级特性，面向对象编程，多线程，数据库，数据科学，Flask，爬虫开发教程。 - History for data - hanwsf/python-tutorial--

Open Graph Description: Python实用教程，包括：Python基础，Python高级特性，面向对象编程，多线程，数据库，数据科学，Flask，爬虫开发教程。 - History for data - hanwsf/python-tutorial--

X Description: Python实用教程，包括：Python基础，Python高级特性，面向对象编程，多线程，数据库，数据科学，Flask，爬虫开发教程。 - History for data - hanwsf/python-tutorial--

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

X: @github

direct link

Domain: github.com

route-pattern/:user_id/:repository/commits(/*name)
route-controllercommits
route-actionshow
fetch-noncev2:4867dd79-04ec-e9e0-5b3b-cd4e16ebf6e0
current-catalog-service-hashf3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-idCC32:189C82:31A3C80:32F1C36:6A6321EC
html-safe-nonce8dc4907f24430225cc53a54042cdca511935a56a55f4681b7ae74e434ed23966
visitor-payloadeyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJDQzMyOjE4OUM4MjozMUEzQzgwOjMyRjFDMzY6NkE2MzIxRUMiLCJ2aXNpdG9yX2lkIjoiNDEwMjkzMjY4NzE0MTE1MTIxMiIsInJlZ2lvbl9lZGdlIjoic2VhIiwicmVnaW9uX3JlbmRlciI6InNlYSJ9
visitor-hmac5ec580d64807983de78d26609ef2ad9666e6fd2c436b347ec60ee49f87252bb5
hovercard-subject-tagrepository:612436079
github-keyboard-shortcutsrepository,commit-list,copilot
google-site-verificationApib7-x98H0j5cPqHWwSMm6dNU4GmODRoqxLiDzdx9I
octolytics-urlhttps://collector.github.com/github/collect
analytics-location///commits/show
fb:app_id1401488693436528
apple-itunes-appapp-id=1477376905, app-argument=https://github.com/hanwsf/python-tutorial--/commits/master/data
twitter:imagehttps://opengraph.githubassets.com/ffad0e58b7937663db3117cbbe98ba1b78b4acd43aa880d6a208cee969f9d577/hanwsf/python-tutorial--
twitter:cardsummary_large_image
og:imagehttps://opengraph.githubassets.com/ffad0e58b7937663db3117cbbe98ba1b78b4acd43aa880d6a208cee969f9d577/hanwsf/python-tutorial--
og:image:altPython实用教程，包括：Python基础，Python高级特性，面向对象编程，多线程，数据库，数据科学，Flask，爬虫开发教程。 - History for data - hanwsf/python-tutorial--
og:image:width1200
og:image:height600
og:site_nameGitHub
og:typeobject
hostnamegithub.com
expected-hostnamegithub.com
None1a6c056e02f174fffc096c521ec0ff6fb83e40a2ec8cb8875466ec1524872dd6
turbo-cache-controlno-cache
go-importgithub.com/hanwsf/python-tutorial-- git https://github.com/hanwsf/python-tutorial--.git
octolytics-dimension-user_id14109566
octolytics-dimension-user_loginhanwsf
octolytics-dimension-repository_id612436079
octolytics-dimension-repository_nwohanwsf/python-tutorial--
octolytics-dimension-repository_publictrue
octolytics-dimension-repository_is_forktrue
octolytics-dimension-repository_parent_id84792081
octolytics-dimension-repository_parent_nwoshibing624/python-tutorial
octolytics-dimension-repository_network_root_id84792081
octolytics-dimension-repository_network_root_nwoshibing624/python-tutorial
turbo-body-classeslogged-out env-production page-responsive
disable-turbofalse
browser-stats-urlhttps://api.github.com/_private/browser/stats
browser-errors-urlhttps://api.github.com/_private/browser/errors
release6a93e25585f487ddff9e3996c06d5b869d6e1828
ui-targetfull
theme-color#1e2327
color-schemelight dark

Links:

Skip to contenthttps://github.com/hanwsf/python-tutorial--/commits/master/data#start-of-content
https://github.com/
Sign in https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fhanwsf%2Fpython-tutorial--%2Fcommits%2Fmaster%2Fdata
GitHub CopilotWrite better code with AIhttps://github.com/features/copilot
GitHub Copilot appDirect agents from issue to mergehttps://github.com/features/ai/github-app
MCP RegistryNewIntegrate external toolshttps://github.com/mcp
ActionsAutomate any workflowhttps://github.com/features/actions
CodespacesInstant dev environmentshttps://github.com/features/codespaces
IssuesPlan and track workhttps://github.com/features/issues
Code ReviewManage code changeshttps://github.com/features/code-review
Code QualityEnforce quality at mergehttps://github.com/features/code-quality
GitHub Advanced SecurityFind and fix vulnerabilitieshttps://github.com/security/advanced-security
Code securitySecure your code as you buildhttps://github.com/security/advanced-security/code-security
Secret protectionStop leaks before they starthttps://github.com/security/advanced-security/secret-protection
Why GitHubhttps://github.com/why-github
Documentationhttps://docs.github.com
Bloghttps://github.blog
Changeloghttps://github.blog/changelog
Marketplacehttps://github.com/marketplace
View all featureshttps://github.com/features
Enterpriseshttps://github.com/enterprise
Small and medium teamshttps://github.com/team
Startupshttps://github.com/enterprise/startups
Nonprofitshttps://github.com/solutions/industry/nonprofits
App Modernizationhttps://github.com/solutions/use-case/app-modernization
DevSecOpshttps://github.com/solutions/use-case/devsecops
DevOpshttps://github.com/solutions/use-case/devops
CI/CDhttps://github.com/solutions/use-case/ci-cd
View all use caseshttps://github.com/solutions/use-case
Healthcarehttps://github.com/solutions/industry/healthcare
Financial serviceshttps://github.com/solutions/industry/financial-services
Manufacturinghttps://github.com/solutions/industry/manufacturing
Governmenthttps://github.com/solutions/industry/government
View all industrieshttps://github.com/solutions/industry
View all solutionshttps://github.com/solutions
AIhttps://github.com/resources/articles?topic=ai
Software Developmenthttps://github.com/resources/articles?topic=software-development
DevOpshttps://github.com/resources/articles?topic=devops
Securityhttps://github.com/resources/articles?topic=security
View all topicshttps://github.com/resources/articles
Customer storieshttps://github.com/customer-stories
Events & webinarshttps://github.com/resources/events
Ebooks & reportshttps://github.com/resources/whitepapers
Business insightshttps://github.com/solutions/executive-insights
GitHub Skillshttps://skills.github.com
Documentationhttps://docs.github.com
Customer supporthttps://support.github.com
Community forumhttps://github.com/orgs/community/discussions
Trust centerhttps://github.com/trust-center
Partnershttps://github.com/partners
View all resourceshttps://github.com/resources
GitHub SponsorsFund open source developershttps://github.com/open-source/sponsors
Security Labhttps://securitylab.github.com
Maintainer Communityhttps://maintainers.github.com
Acceleratorhttps://github.com/open-source/accelerator
GitHub Starshttps://stars.github.com
Archive Programhttps://archiveprogram.github.com
Topicshttps://github.com/topics
Trendinghttps://github.com/trending
Collectionshttps://github.com/collections
Enterprise platformAI-powered developer platformhttps://github.com/enterprise
GitHub Advanced SecurityEnterprise-grade security featureshttps://github.com/security/advanced-security
Copilot for BusinessEnterprise-grade AI featureshttps://github.com/features/copilot/copilot-business
Premium SupportEnterprise-grade 24/7 supporthttps://github.com/enterprise/premium-support
Pricinghttps://github.com/pricing
Search syntax tipshttps://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax
documentationhttps://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%2Fhanwsf%2Fpython-tutorial--%2Fcommits%2Fmaster%2Fdata
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%2Fcommits%2Fshow&source=header-repo&source_repo=hanwsf%2Fpython-tutorial--
Reloadhttps://github.com/hanwsf/python-tutorial--/commits/master/data
Reloadhttps://github.com/hanwsf/python-tutorial--/commits/master/data
Reloadhttps://github.com/hanwsf/python-tutorial--/commits/master/data
hanwsf https://github.com/hanwsf
python-tutorial--https://github.com/hanwsf/python-tutorial--
shibing624/python-tutorialhttps://github.com/shibing624/python-tutorial
Notifications https://github.com/login?return_to=%2Fhanwsf%2Fpython-tutorial--
Fork 0 https://github.com/login?return_to=%2Fhanwsf%2Fpython-tutorial--
Star 0 https://github.com/login?return_to=%2Fhanwsf%2Fpython-tutorial--
Code https://github.com/hanwsf/python-tutorial--
Pull requests 0 https://github.com/hanwsf/python-tutorial--/pulls
Actions https://github.com/hanwsf/python-tutorial--/actions
Projects https://github.com/hanwsf/python-tutorial--/projects
Security and quality 0 https://github.com/hanwsf/python-tutorial--/security
Insights https://github.com/hanwsf/python-tutorial--/pulse
Code https://github.com/hanwsf/python-tutorial--
Pull requests https://github.com/hanwsf/python-tutorial--/pulls
Actions https://github.com/hanwsf/python-tutorial--/actions
Projects https://github.com/hanwsf/python-tutorial--/projects
Security and quality https://github.com/hanwsf/python-tutorial--/security
Insights https://github.com/hanwsf/python-tutorial--/pulse
python-tutorial--https://github.com/hanwsf/python-tutorial--/commits
datahttps://github.com/hanwsf/python-tutorial--/commits/master/data
masterhttps://github.com/hanwsf/python-tutorial--/tree/master
1.add spider.https://github.com/hanwsf/python-tutorial--/commit/d55e3ebf1b77b76638503df3fe864dfef4355ae3
https://github.com/shibing624
shibing624https://github.com/hanwsf/python-tutorial--/commits?author=shibing624
d55e3ebhttps://github.com/hanwsf/python-tutorial--/commit/d55e3ebf1b77b76638503df3fe864dfef4355ae3
https://github.com/hanwsf/python-tutorial--/blob/d55e3ebf1b77b76638503df3fe864dfef4355ae3/data
https://github.com/hanwsf/python-tutorial--/tree/d55e3ebf1b77b76638503df3fe864dfef4355ae3
更新第三章：数据科学-pandas, sklearn。https://github.com/hanwsf/python-tutorial--/commit/4e1714f72f23dfa003cbaebf9ab8e36194be1e88
https://github.com/shibing624
shibing624https://github.com/hanwsf/python-tutorial--/commits?author=shibing624
4e1714fhttps://github.com/hanwsf/python-tutorial--/commit/4e1714f72f23dfa003cbaebf9ab8e36194be1e88
https://github.com/hanwsf/python-tutorial--/blob/4e1714f72f23dfa003cbaebf9ab8e36194be1e88/data
https://github.com/hanwsf/python-tutorial--/tree/4e1714f72f23dfa003cbaebf9ab8e36194be1e88
更新第三章：数据科学。https://github.com/hanwsf/python-tutorial--/commit/18f39ec10241746efde2695a31cad993811e28f2
https://github.com/shibing624
shibing624https://github.com/hanwsf/python-tutorial--/commits?author=shibing624
18f39echttps://github.com/hanwsf/python-tutorial--/commit/18f39ec10241746efde2695a31cad993811e28f2
https://github.com/hanwsf/python-tutorial--/blob/18f39ec10241746efde2695a31cad993811e28f2/data
https://github.com/hanwsf/python-tutorial--/tree/18f39ec10241746efde2695a31cad993811e28f2
update pytorch demo and tf2.0 demo.https://github.com/hanwsf/python-tutorial--/commit/2245f367af1361e1d49ef250caa38ec5e950e72b
https://github.com/shibing624
shibing624https://github.com/hanwsf/python-tutorial--/commits?author=shibing624
2245f36https://github.com/hanwsf/python-tutorial--/commit/2245f367af1361e1d49ef250caa38ec5e950e72b
https://github.com/hanwsf/python-tutorial--/blob/2245f367af1361e1d49ef250caa38ec5e950e72b/data
https://github.com/hanwsf/python-tutorial--/tree/2245f367af1361e1d49ef250caa38ec5e950e72b
update active learning.https://github.com/hanwsf/python-tutorial--/commit/b27fe45dc7b80d01ed1fb84a04cb5c76472d7fa1
b27fe45https://github.com/hanwsf/python-tutorial--/commit/b27fe45dc7b80d01ed1fb84a04cb5c76472d7fa1
https://github.com/hanwsf/python-tutorial--/blob/b27fe45dc7b80d01ed1fb84a04cb5c76472d7fa1/data
https://github.com/hanwsf/python-tutorial--/tree/b27fe45dc7b80d01ed1fb84a04cb5c76472d7fa1
add text cluster demo.https://github.com/hanwsf/python-tutorial--/commit/cbfd810285f469aaa6aef685fc838d0430aa76e9
cbfd810https://github.com/hanwsf/python-tutorial--/commit/cbfd810285f469aaa6aef685fc838d0430aa76e9
https://github.com/hanwsf/python-tutorial--/blob/cbfd810285f469aaa6aef685fc838d0430aa76e9/data
https://github.com/hanwsf/python-tutorial--/tree/cbfd810285f469aaa6aef685fc838d0430aa76e9
add pytorch demo.https://github.com/hanwsf/python-tutorial--/commit/ea78cac5f4c28b3ddc445ce2da49e42249d3ebb0
ea78cachttps://github.com/hanwsf/python-tutorial--/commit/ea78cac5f4c28b3ddc445ce2da49e42249d3ebb0
https://github.com/hanwsf/python-tutorial--/blob/ea78cac5f4c28b3ddc445ce2da49e42249d3ebb0/data
https://github.com/hanwsf/python-tutorial--/tree/ea78cac5f4c28b3ddc445ce2da49e42249d3ebb0
add threadhttps://github.com/hanwsf/python-tutorial--/commit/b232d087b028b52e50e150a2ed357de9a917d2a5
b232d08https://github.com/hanwsf/python-tutorial--/commit/b232d087b028b52e50e150a2ed357de9a917d2a5
https://github.com/hanwsf/python-tutorial--/blob/b232d087b028b52e50e150a2ed357de9a917d2a5/data
https://github.com/hanwsf/python-tutorial--/tree/b232d087b028b52e50e150a2ed357de9a917d2a5
add xlearn demo.https://github.com/hanwsf/python-tutorial--/commit/cc8cdf338df98861c7624e4e56194b5a9ea4c209
cc8cdf3https://github.com/hanwsf/python-tutorial--/commit/cc8cdf338df98861c7624e4e56194b5a9ea4c209
https://github.com/hanwsf/python-tutorial--/blob/cc8cdf338df98861c7624e4e56194b5a9ea4c209/data
https://github.com/hanwsf/python-tutorial--/tree/cc8cdf338df98861c7624e4e56194b5a9ea4c209
update keras with text generation. xuming 20180226https://github.com/hanwsf/python-tutorial--/commit/df951d2c4e7df4a9b16b082e40998f34cffacfce
df951d2https://github.com/hanwsf/python-tutorial--/commit/df951d2c4e7df4a9b16b082e40998f34cffacfce
https://github.com/hanwsf/python-tutorial--/blob/df951d2c4e7df4a9b16b082e40998f34cffacfce/data
https://github.com/hanwsf/python-tutorial--/tree/df951d2c4e7df4a9b16b082e40998f34cffacfce
update keras with fasttext network for multi classification. xuming 20180226https://github.com/hanwsf/python-tutorial--/commit/4fcc039a140aed176d1209fcdf28d991ec528838
4fcc039https://github.com/hanwsf/python-tutorial--/commit/4fcc039a140aed176d1209fcdf28d991ec528838
https://github.com/hanwsf/python-tutorial--/blob/4fcc039a140aed176d1209fcdf28d991ec528838/data
https://github.com/hanwsf/python-tutorial--/tree/4fcc039a140aed176d1209fcdf28d991ec528838
update keras fasttext. xuming 20180224https://github.com/hanwsf/python-tutorial--/commit/aeffa20df9d19e3d787a625d55b7186d24e94a11
aeffa20https://github.com/hanwsf/python-tutorial--/commit/aeffa20df9d19e3d787a625d55b7186d24e94a11
https://github.com/hanwsf/python-tutorial--/blob/aeffa20df9d19e3d787a625d55b7186d24e94a11/data
https://github.com/hanwsf/python-tutorial--/tree/aeffa20df9d19e3d787a625d55b7186d24e94a11
add keras babi demo. xuming 20180223https://github.com/hanwsf/python-tutorial--/commit/2c7d4238cedc62f12a6b2c02ffa8fb4224024781
2c7d423https://github.com/hanwsf/python-tutorial--/commit/2c7d4238cedc62f12a6b2c02ffa8fb4224024781
https://github.com/hanwsf/python-tutorial--/blob/2c7d4238cedc62f12a6b2c02ffa8fb4224024781/data
https://github.com/hanwsf/python-tutorial--/tree/2c7d4238cedc62f12a6b2c02ffa8fb4224024781
add ngram segword.https://github.com/hanwsf/python-tutorial--/commit/b1b9eac406e69ea5255d1bc1574865a778668475
b1b9eachttps://github.com/hanwsf/python-tutorial--/commit/b1b9eac406e69ea5255d1bc1574865a778668475
https://github.com/hanwsf/python-tutorial--/blob/b1b9eac406e69ea5255d1bc1574865a778668475/data
https://github.com/hanwsf/python-tutorial--/tree/b1b9eac406e69ea5255d1bc1574865a778668475
add average preceptron.https://github.com/hanwsf/python-tutorial--/commit/20555b9b926180df9349f260d78bad2957537001
20555b9https://github.com/hanwsf/python-tutorial--/commit/20555b9b926180df9349f260d78bad2957537001
https://github.com/hanwsf/python-tutorial--/blob/20555b9b926180df9349f260d78bad2957537001/data
https://github.com/hanwsf/python-tutorial--/tree/20555b9b926180df9349f260d78bad2957537001
add wordcloud and update gensim demo.xuming 20170731https://github.com/hanwsf/python-tutorial--/commit/c26ed04870d29e4d56691387ffda58a28b6cfff5
c26ed04https://github.com/hanwsf/python-tutorial--/commit/c26ed04870d29e4d56691387ffda58a28b6cfff5
https://github.com/hanwsf/python-tutorial--/blob/c26ed04870d29e4d56691387ffda58a28b6cfff5/data
https://github.com/hanwsf/python-tutorial--/tree/c26ed04870d29e4d56691387ffda58a28b6cfff5
add scikit demo.xuming 20170725https://github.com/hanwsf/python-tutorial--/commit/271b9cb31950034cfab5e8d3d332f890393de8a8
271b9cbhttps://github.com/hanwsf/python-tutorial--/commit/271b9cb31950034cfab5e8d3d332f890393de8a8
https://github.com/hanwsf/python-tutorial--/blob/271b9cb31950034cfab5e8d3d332f890393de8a8/data
https://github.com/hanwsf/python-tutorial--/tree/271b9cb31950034cfab5e8d3d332f890393de8a8
https://github.com
Termshttps://docs.github.com/site-policy/github-terms/github-terms-of-service
Privacyhttps://docs.github.com/site-policy/privacy-policies/github-privacy-statement
Securityhttps://github.com/security
Statushttps://www.githubstatus.com/
Communityhttps://github.community/
Docshttps://docs.github.com/
Contacthttps://support.github.com?tags=dotcom-footer

Viewport: width=device-width

URLs of crawlers that visited me.