René's URL Explorer Experiment


Title: GitHub - celis/introduction_to_ml_with_python: Notebooks and code for the book "Introduction to Machine Learning with Python"

Open Graph Title: GitHub - celis/introduction_to_ml_with_python: Notebooks and code for the book "Introduction to Machine Learning with Python"

X Title: GitHub - celis/introduction_to_ml_with_python: Notebooks and code for the book "Introduction to Machine Learning with Python"

Description: Notebooks and code for the book "Introduction to Machine Learning with Python" - celis/introduction_to_ml_with_python

Open Graph Description: Notebooks and code for the book "Introduction to Machine Learning with Python" - celis/introduction_to_ml_with_python

X Description: Notebooks and code for the book "Introduction to Machine Learning with Python" - celis/introduction_to_ml_with_python

Opengraph URL: https://github.com/celis/introduction_to_ml_with_python

X: @github

direct link

Domain: patch-diff.githubusercontent.com

route-pattern/:user_id/:repository
route-controllerfiles
route-actiondisambiguate
fetch-noncev2:eaf52c72-c95b-89af-8fb3-992ed736eb53
current-catalog-service-hashf3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-idAC4A:A8D23:FBF02:153AC3:698E286C
html-safe-nonce20df0b677727fb221bd356258b60d9a2905f3f5042d736e6382d1cd27d07af98
visitor-payloadeyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJBQzRBOkE4RDIzOkZCRjAyOjE1M0FDMzo2OThFMjg2QyIsInZpc2l0b3JfaWQiOiI1MTEwNjYyODAwODE3OTI0MjA0IiwicmVnaW9uX2VkZ2UiOiJpYWQiLCJyZWdpb25fcmVuZGVyIjoiaWFkIn0=
visitor-hmacce760c188270d405a105fe6510d07c80a1f3f065871d93ba08dfd3bf31a613c3
hovercard-subject-tagrepository:158534547
github-keyboard-shortcutsrepository,copilot
google-site-verificationApib7-x98H0j5cPqHWwSMm6dNU4GmODRoqxLiDzdx9I
octolytics-urlhttps://collector.github.com/github/collect
analytics-location//
fb:app_id1401488693436528
apple-itunes-appapp-id=1477376905, app-argument=https://github.com/celis/introduction_to_ml_with_python
twitter:imagehttps://opengraph.githubassets.com/afcdec0966b8371fdf435ff36cab564d67d0cb883e0fc9b5055119915160c46b/celis/introduction_to_ml_with_python
twitter:cardsummary_large_image
og:imagehttps://opengraph.githubassets.com/afcdec0966b8371fdf435ff36cab564d67d0cb883e0fc9b5055119915160c46b/celis/introduction_to_ml_with_python
og:image:altNotebooks and code for the book "Introduction to Machine Learning with Python" - celis/introduction_to_ml_with_python
og:image:width1200
og:image:height600
og:site_nameGitHub
og:typeobject
hostnamegithub.com
expected-hostnamegithub.com
Nonea5632af64f7fed7bff1d6a428d1aca1b94fa7a48f760de2d39d9b1effdbf0082
turbo-cache-controlno-preview
go-importgithub.com/celis/introduction_to_ml_with_python git https://github.com/celis/introduction_to_ml_with_python.git
octolytics-dimension-user_id6080715
octolytics-dimension-user_logincelis
octolytics-dimension-repository_id158534547
octolytics-dimension-repository_nwocelis/introduction_to_ml_with_python
octolytics-dimension-repository_publictrue
octolytics-dimension-repository_is_forktrue
octolytics-dimension-repository_parent_id59957955
octolytics-dimension-repository_parent_nwoamueller/introduction_to_ml_with_python
octolytics-dimension-repository_network_root_id59957955
octolytics-dimension-repository_network_root_nwoamueller/introduction_to_ml_with_python
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
release2f1e729d231ea1ea5a098d21f1491b75bea53631
ui-targetfull
theme-color#1e2327
color-schemelight dark

Links:

Skip to contenthttps://patch-diff.githubusercontent.com/celis/introduction_to_ml_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%2Fcelis%2Fintroduction_to_ml_with_python
GitHub CopilotWrite better code with AIhttps://github.com/features/copilot
GitHub SparkBuild and deploy intelligent appshttps://github.com/features/spark
GitHub ModelsManage and compare promptshttps://github.com/features/models
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
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
GitHub SponsorsFund open source developershttps://github.com/sponsors
Security Labhttps://securitylab.github.com
Maintainer Communityhttps://maintainers.github.com
Acceleratorhttps://github.com/accelerator
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/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://patch-diff.githubusercontent.com/login?return_to=https%3A%2F%2Fgithub.com%2Fcelis%2Fintroduction_to_ml_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=celis%2Fintroduction_to_ml_with_python
Reloadhttps://patch-diff.githubusercontent.com/celis/introduction_to_ml_with_python
Reloadhttps://patch-diff.githubusercontent.com/celis/introduction_to_ml_with_python
Reloadhttps://patch-diff.githubusercontent.com/celis/introduction_to_ml_with_python
celis https://patch-diff.githubusercontent.com/celis
introduction_to_ml_with_pythonhttps://patch-diff.githubusercontent.com/celis/introduction_to_ml_with_python
amueller/introduction_to_ml_with_pythonhttps://patch-diff.githubusercontent.com/amueller/introduction_to_ml_with_python
Notifications https://patch-diff.githubusercontent.com/login?return_to=%2Fcelis%2Fintroduction_to_ml_with_python
Fork 0 https://patch-diff.githubusercontent.com/login?return_to=%2Fcelis%2Fintroduction_to_ml_with_python
Star 0 https://patch-diff.githubusercontent.com/login?return_to=%2Fcelis%2Fintroduction_to_ml_with_python
0 stars https://patch-diff.githubusercontent.com/celis/introduction_to_ml_with_python/stargazers
4.7k forks https://patch-diff.githubusercontent.com/celis/introduction_to_ml_with_python/forks
Branches https://patch-diff.githubusercontent.com/celis/introduction_to_ml_with_python/branches
Tags https://patch-diff.githubusercontent.com/celis/introduction_to_ml_with_python/tags
Activity https://patch-diff.githubusercontent.com/celis/introduction_to_ml_with_python/activity
Star https://patch-diff.githubusercontent.com/login?return_to=%2Fcelis%2Fintroduction_to_ml_with_python
Notifications https://patch-diff.githubusercontent.com/login?return_to=%2Fcelis%2Fintroduction_to_ml_with_python
Code https://patch-diff.githubusercontent.com/celis/introduction_to_ml_with_python
Pull requests 0 https://patch-diff.githubusercontent.com/celis/introduction_to_ml_with_python/pulls
Actions https://patch-diff.githubusercontent.com/celis/introduction_to_ml_with_python/actions
Projects 0 https://patch-diff.githubusercontent.com/celis/introduction_to_ml_with_python/projects
Wiki https://patch-diff.githubusercontent.com/celis/introduction_to_ml_with_python/wiki
Security 0 https://patch-diff.githubusercontent.com/celis/introduction_to_ml_with_python/security
Insights https://patch-diff.githubusercontent.com/celis/introduction_to_ml_with_python/pulse
Code https://patch-diff.githubusercontent.com/celis/introduction_to_ml_with_python
Pull requests https://patch-diff.githubusercontent.com/celis/introduction_to_ml_with_python/pulls
Actions https://patch-diff.githubusercontent.com/celis/introduction_to_ml_with_python/actions
Projects https://patch-diff.githubusercontent.com/celis/introduction_to_ml_with_python/projects
Wiki https://patch-diff.githubusercontent.com/celis/introduction_to_ml_with_python/wiki
Security https://patch-diff.githubusercontent.com/celis/introduction_to_ml_with_python/security
Insights https://patch-diff.githubusercontent.com/celis/introduction_to_ml_with_python/pulse
Brancheshttps://patch-diff.githubusercontent.com/celis/introduction_to_ml_with_python/branches
Tagshttps://patch-diff.githubusercontent.com/celis/introduction_to_ml_with_python/tags
https://patch-diff.githubusercontent.com/celis/introduction_to_ml_with_python/branches
https://patch-diff.githubusercontent.com/celis/introduction_to_ml_with_python/tags
76 Commitshttps://patch-diff.githubusercontent.com/celis/introduction_to_ml_with_python/commits/master/
https://patch-diff.githubusercontent.com/celis/introduction_to_ml_with_python/commits/master/
datahttps://patch-diff.githubusercontent.com/celis/introduction_to_ml_with_python/tree/master/data
datahttps://patch-diff.githubusercontent.com/celis/introduction_to_ml_with_python/tree/master/data
imageshttps://patch-diff.githubusercontent.com/celis/introduction_to_ml_with_python/tree/master/images
imageshttps://patch-diff.githubusercontent.com/celis/introduction_to_ml_with_python/tree/master/images
mglearnhttps://patch-diff.githubusercontent.com/celis/introduction_to_ml_with_python/tree/master/mglearn
mglearnhttps://patch-diff.githubusercontent.com/celis/introduction_to_ml_with_python/tree/master/mglearn
.gitignorehttps://patch-diff.githubusercontent.com/celis/introduction_to_ml_with_python/blob/master/.gitignore
.gitignorehttps://patch-diff.githubusercontent.com/celis/introduction_to_ml_with_python/blob/master/.gitignore
01-introduction.ipynbhttps://patch-diff.githubusercontent.com/celis/introduction_to_ml_with_python/blob/master/01-introduction.ipynb
01-introduction.ipynbhttps://patch-diff.githubusercontent.com/celis/introduction_to_ml_with_python/blob/master/01-introduction.ipynb
02-supervised-learning.ipynbhttps://patch-diff.githubusercontent.com/celis/introduction_to_ml_with_python/blob/master/02-supervised-learning.ipynb
02-supervised-learning.ipynbhttps://patch-diff.githubusercontent.com/celis/introduction_to_ml_with_python/blob/master/02-supervised-learning.ipynb
03-unsupervised-learning.ipynbhttps://patch-diff.githubusercontent.com/celis/introduction_to_ml_with_python/blob/master/03-unsupervised-learning.ipynb
03-unsupervised-learning.ipynbhttps://patch-diff.githubusercontent.com/celis/introduction_to_ml_with_python/blob/master/03-unsupervised-learning.ipynb
04-representing-data-feature-engineering.ipynbhttps://patch-diff.githubusercontent.com/celis/introduction_to_ml_with_python/blob/master/04-representing-data-feature-engineering.ipynb
04-representing-data-feature-engineering.ipynbhttps://patch-diff.githubusercontent.com/celis/introduction_to_ml_with_python/blob/master/04-representing-data-feature-engineering.ipynb
05-model-evaluation-and-improvement.ipynbhttps://patch-diff.githubusercontent.com/celis/introduction_to_ml_with_python/blob/master/05-model-evaluation-and-improvement.ipynb
05-model-evaluation-and-improvement.ipynbhttps://patch-diff.githubusercontent.com/celis/introduction_to_ml_with_python/blob/master/05-model-evaluation-and-improvement.ipynb
06-algorithm-chains-and-pipelines.ipynbhttps://patch-diff.githubusercontent.com/celis/introduction_to_ml_with_python/blob/master/06-algorithm-chains-and-pipelines.ipynb
06-algorithm-chains-and-pipelines.ipynbhttps://patch-diff.githubusercontent.com/celis/introduction_to_ml_with_python/blob/master/06-algorithm-chains-and-pipelines.ipynb
07-working-with-text-data.ipynbhttps://patch-diff.githubusercontent.com/celis/introduction_to_ml_with_python/blob/master/07-working-with-text-data.ipynb
07-working-with-text-data.ipynbhttps://patch-diff.githubusercontent.com/celis/introduction_to_ml_with_python/blob/master/07-working-with-text-data.ipynb
08-conclusion.ipynbhttps://patch-diff.githubusercontent.com/celis/introduction_to_ml_with_python/blob/master/08-conclusion.ipynb
08-conclusion.ipynbhttps://patch-diff.githubusercontent.com/celis/introduction_to_ml_with_python/blob/master/08-conclusion.ipynb
README.mdhttps://patch-diff.githubusercontent.com/celis/introduction_to_ml_with_python/blob/master/README.md
README.mdhttps://patch-diff.githubusercontent.com/celis/introduction_to_ml_with_python/blob/master/README.md
cover.jpghttps://patch-diff.githubusercontent.com/celis/introduction_to_ml_with_python/blob/master/cover.jpg
cover.jpghttps://patch-diff.githubusercontent.com/celis/introduction_to_ml_with_python/blob/master/cover.jpg
environment.ymlhttps://patch-diff.githubusercontent.com/celis/introduction_to_ml_with_python/blob/master/environment.yml
environment.ymlhttps://patch-diff.githubusercontent.com/celis/introduction_to_ml_with_python/blob/master/environment.yml
preamble.pyhttps://patch-diff.githubusercontent.com/celis/introduction_to_ml_with_python/blob/master/preamble.py
preamble.pyhttps://patch-diff.githubusercontent.com/celis/introduction_to_ml_with_python/blob/master/preamble.py
READMEhttps://patch-diff.githubusercontent.com/celis/introduction_to_ml_with_python
https://mybinder.org/v2/gh/amueller/introduction_to_ml_with_python/master
https://patch-diff.githubusercontent.com/celis/introduction_to_ml_with_python#introduction-to-machine-learning-with-python
Andreas Muellerhttp://amueller.io
Sarah Guidohttps://twitter.com/sarah_guido
O'Reilly websitehttp://shop.oreilly.com/product/0636920030515.do
hellbenderhttps://en.wikipedia.org/wiki/Hellbender
Andrew Maashttp://ai.stanford.edu/~amaas/data/sentiment/
https://patch-diff.githubusercontent.com/celis/introduction_to_ml_with_python#errata
https://patch-diff.githubusercontent.com/celis/introduction_to_ml_with_python#setup
Anacondahttps://www.continuum.io/downloads
https://patch-diff.githubusercontent.com/celis/introduction_to_ml_with_python#installing-packages-with-conda
https://patch-diff.githubusercontent.com/celis/introduction_to_ml_with_python#installing-packages-with-pip
https://patch-diff.githubusercontent.com/celis/introduction_to_ml_with_python#downloading-english-language-model
https://patch-diff.githubusercontent.com/celis/introduction_to_ml_with_python#submitting-errata
O'Reilly Websitehttp://www.oreilly.com/catalog/errata.csp?isbn=0636920030515
https://patch-diff.githubusercontent.com/celis/introduction_to_ml_with_python/blob/master/cover.jpg
Readme https://patch-diff.githubusercontent.com/celis/introduction_to_ml_with_python#readme-ov-file
Please reload this pagehttps://patch-diff.githubusercontent.com/celis/introduction_to_ml_with_python
Activityhttps://patch-diff.githubusercontent.com/celis/introduction_to_ml_with_python/activity
0 starshttps://patch-diff.githubusercontent.com/celis/introduction_to_ml_with_python/stargazers
1 watchinghttps://patch-diff.githubusercontent.com/celis/introduction_to_ml_with_python/watchers
0 forkshttps://patch-diff.githubusercontent.com/celis/introduction_to_ml_with_python/forks
Report repository https://patch-diff.githubusercontent.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Fcelis%2Fintroduction_to_ml_with_python&report=celis+%28user%29
Releaseshttps://patch-diff.githubusercontent.com/celis/introduction_to_ml_with_python/releases
Packages 0https://patch-diff.githubusercontent.com/users/celis/packages?repo_name=introduction_to_ml_with_python
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.