René's URL Explorer Experiment


Title: GitHub - nusco/progml-code: Source code for my book Programming Machine Learning

Open Graph Title: GitHub - nusco/progml-code: Source code for my book Programming Machine Learning

X Title: GitHub - nusco/progml-code: Source code for my book Programming Machine Learning

Description: Source code for my book Programming Machine Learning - nusco/progml-code

Open Graph Description: Source code for my book Programming Machine Learning - nusco/progml-code

X Description: Source code for my book Programming Machine Learning - nusco/progml-code

Opengraph URL: https://github.com/nusco/progml-code

X: @github

direct link

Domain: patch-diff.githubusercontent.com

route-pattern/:user_id/:repository
route-controllerfiles
route-actiondisambiguate
fetch-noncev2:56cd2713-21cc-c656-b43a-84b1c2d4d82c
current-catalog-service-hashf3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-idB282:1B8AC:39C877:4C581F:698D3B17
html-safe-nonce0d2e397efb0a09ecab2508ffc9a7bc634d076a0dd693cf7055141927878d9f26
visitor-payloadeyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJCMjgyOjFCOEFDOjM5Qzg3Nzo0QzU4MUY6Njk4RDNCMTciLCJ2aXNpdG9yX2lkIjoiMzA3MDc4MjMxMjgwOTMxNTA5NSIsInJlZ2lvbl9lZGdlIjoiaWFkIiwicmVnaW9uX3JlbmRlciI6ImlhZCJ9
visitor-hmac86cbbb1f65defefcb5d07490fd5db37e2a1225beecc790e9f91ddbc2a0eb45ea
hovercard-subject-tagrepository:810769605
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/nusco/progml-code
twitter:imagehttps://opengraph.githubassets.com/aeb8b04d1551be6c0b55b443fe53b45699d9421e840a3d69b59afae16986ea1c/nusco/progml-code
twitter:cardsummary_large_image
og:imagehttps://opengraph.githubassets.com/aeb8b04d1551be6c0b55b443fe53b45699d9421e840a3d69b59afae16986ea1c/nusco/progml-code
og:image:altSource code for my book Programming Machine Learning - nusco/progml-code
og:image:width1200
og:image:height600
og:site_nameGitHub
og:typeobject
hostnamegithub.com
expected-hostnamegithub.com
Nonec0818105fa276287e9369cfdefa0a0fa7953719791ceff9b94d69623c0a4fe8a
turbo-cache-controlno-preview
go-importgithub.com/nusco/progml-code git https://github.com/nusco/progml-code.git
octolytics-dimension-user_id17791
octolytics-dimension-user_loginnusco
octolytics-dimension-repository_id810769605
octolytics-dimension-repository_nwonusco/progml-code
octolytics-dimension-repository_publictrue
octolytics-dimension-repository_is_forkfalse
octolytics-dimension-repository_network_root_id810769605
octolytics-dimension-repository_network_root_nwonusco/progml-code
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
releasebc912d4349851e5f32c76bbb213754e40947d7a6
ui-targetfull
theme-color#1e2327
color-schemelight dark

Links:

Skip to contenthttps://patch-diff.githubusercontent.com/nusco/progml-code#start-of-content
https://patch-diff.githubusercontent.com/
Sign in https://patch-diff.githubusercontent.com/login?return_to=https%3A%2F%2Fgithub.com%2Fnusco%2Fprogml-code
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%2Fnusco%2Fprogml-code
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=nusco%2Fprogml-code
Reloadhttps://patch-diff.githubusercontent.com/nusco/progml-code
Reloadhttps://patch-diff.githubusercontent.com/nusco/progml-code
Reloadhttps://patch-diff.githubusercontent.com/nusco/progml-code
nusco https://patch-diff.githubusercontent.com/nusco
progml-codehttps://patch-diff.githubusercontent.com/nusco/progml-code
Notifications https://patch-diff.githubusercontent.com/login?return_to=%2Fnusco%2Fprogml-code
Fork 5 https://patch-diff.githubusercontent.com/login?return_to=%2Fnusco%2Fprogml-code
Star 18 https://patch-diff.githubusercontent.com/login?return_to=%2Fnusco%2Fprogml-code
18 stars https://patch-diff.githubusercontent.com/nusco/progml-code/stargazers
5 forks https://patch-diff.githubusercontent.com/nusco/progml-code/forks
Branches https://patch-diff.githubusercontent.com/nusco/progml-code/branches
Tags https://patch-diff.githubusercontent.com/nusco/progml-code/tags
Activity https://patch-diff.githubusercontent.com/nusco/progml-code/activity
Star https://patch-diff.githubusercontent.com/login?return_to=%2Fnusco%2Fprogml-code
Notifications https://patch-diff.githubusercontent.com/login?return_to=%2Fnusco%2Fprogml-code
Code https://patch-diff.githubusercontent.com/nusco/progml-code
Issues 1 https://patch-diff.githubusercontent.com/nusco/progml-code/issues
Pull requests 0 https://patch-diff.githubusercontent.com/nusco/progml-code/pulls
Actions https://patch-diff.githubusercontent.com/nusco/progml-code/actions
Projects 0 https://patch-diff.githubusercontent.com/nusco/progml-code/projects
Security 0 https://patch-diff.githubusercontent.com/nusco/progml-code/security
Insights https://patch-diff.githubusercontent.com/nusco/progml-code/pulse
Code https://patch-diff.githubusercontent.com/nusco/progml-code
Issues https://patch-diff.githubusercontent.com/nusco/progml-code/issues
Pull requests https://patch-diff.githubusercontent.com/nusco/progml-code/pulls
Actions https://patch-diff.githubusercontent.com/nusco/progml-code/actions
Projects https://patch-diff.githubusercontent.com/nusco/progml-code/projects
Security https://patch-diff.githubusercontent.com/nusco/progml-code/security
Insights https://patch-diff.githubusercontent.com/nusco/progml-code/pulse
Brancheshttps://patch-diff.githubusercontent.com/nusco/progml-code/branches
Tagshttps://patch-diff.githubusercontent.com/nusco/progml-code/tags
https://patch-diff.githubusercontent.com/nusco/progml-code/branches
https://patch-diff.githubusercontent.com/nusco/progml-code/tags
10 Commitshttps://patch-diff.githubusercontent.com/nusco/progml-code/commits/main/
https://patch-diff.githubusercontent.com/nusco/progml-code/commits/main/
02_firsthttps://patch-diff.githubusercontent.com/nusco/progml-code/tree/main/02_first
02_firsthttps://patch-diff.githubusercontent.com/nusco/progml-code/tree/main/02_first
03_gradienthttps://patch-diff.githubusercontent.com/nusco/progml-code/tree/main/03_gradient
03_gradienthttps://patch-diff.githubusercontent.com/nusco/progml-code/tree/main/03_gradient
04_hyperspacehttps://patch-diff.githubusercontent.com/nusco/progml-code/tree/main/04_hyperspace
04_hyperspacehttps://patch-diff.githubusercontent.com/nusco/progml-code/tree/main/04_hyperspace
05_discerninghttps://patch-diff.githubusercontent.com/nusco/progml-code/tree/main/05_discerning
05_discerninghttps://patch-diff.githubusercontent.com/nusco/progml-code/tree/main/05_discerning
06_realhttps://patch-diff.githubusercontent.com/nusco/progml-code/tree/main/06_real
06_realhttps://patch-diff.githubusercontent.com/nusco/progml-code/tree/main/06_real
07_finalhttps://patch-diff.githubusercontent.com/nusco/progml-code/tree/main/07_final
07_finalhttps://patch-diff.githubusercontent.com/nusco/progml-code/tree/main/07_final
08_perceptronhttps://patch-diff.githubusercontent.com/nusco/progml-code/tree/main/08_perceptron
08_perceptronhttps://patch-diff.githubusercontent.com/nusco/progml-code/tree/main/08_perceptron
10_buildinghttps://patch-diff.githubusercontent.com/nusco/progml-code/tree/main/10_building
10_buildinghttps://patch-diff.githubusercontent.com/nusco/progml-code/tree/main/10_building
11_traininghttps://patch-diff.githubusercontent.com/nusco/progml-code/tree/main/11_training
11_traininghttps://patch-diff.githubusercontent.com/nusco/progml-code/tree/main/11_training
12_classifiershttps://patch-diff.githubusercontent.com/nusco/progml-code/tree/main/12_classifiers
12_classifiershttps://patch-diff.githubusercontent.com/nusco/progml-code/tree/main/12_classifiers
13_batchinghttps://patch-diff.githubusercontent.com/nusco/progml-code/tree/main/13_batching
13_batchinghttps://patch-diff.githubusercontent.com/nusco/progml-code/tree/main/13_batching
14_testinghttps://patch-diff.githubusercontent.com/nusco/progml-code/tree/main/14_testing
14_testinghttps://patch-diff.githubusercontent.com/nusco/progml-code/tree/main/14_testing
15_developmenthttps://patch-diff.githubusercontent.com/nusco/progml-code/tree/main/15_development
15_developmenthttps://patch-diff.githubusercontent.com/nusco/progml-code/tree/main/15_development
16_deeperhttps://patch-diff.githubusercontent.com/nusco/progml-code/tree/main/16_deeper
16_deeperhttps://patch-diff.githubusercontent.com/nusco/progml-code/tree/main/16_deeper
17_overfittinghttps://patch-diff.githubusercontent.com/nusco/progml-code/tree/main/17_overfitting
17_overfittinghttps://patch-diff.githubusercontent.com/nusco/progml-code/tree/main/17_overfitting
18_taminghttps://patch-diff.githubusercontent.com/nusco/progml-code/tree/main/18_taming
18_taminghttps://patch-diff.githubusercontent.com/nusco/progml-code/tree/main/18_taming
19_beyondhttps://patch-diff.githubusercontent.com/nusco/progml-code/tree/main/19_beyond
19_beyondhttps://patch-diff.githubusercontent.com/nusco/progml-code/tree/main/19_beyond
datahttps://patch-diff.githubusercontent.com/nusco/progml-code/tree/main/data
datahttps://patch-diff.githubusercontent.com/nusco/progml-code/tree/main/data
just_enough_pythonhttps://patch-diff.githubusercontent.com/nusco/progml-code/tree/main/just_enough_python
just_enough_pythonhttps://patch-diff.githubusercontent.com/nusco/progml-code/tree/main/just_enough_python
notebookshttps://patch-diff.githubusercontent.com/nusco/progml-code/tree/main/notebooks
notebookshttps://patch-diff.githubusercontent.com/nusco/progml-code/tree/main/notebooks
.gitignorehttps://patch-diff.githubusercontent.com/nusco/progml-code/blob/main/.gitignore
.gitignorehttps://patch-diff.githubusercontent.com/nusco/progml-code/blob/main/.gitignore
README.mdhttps://patch-diff.githubusercontent.com/nusco/progml-code/blob/main/README.md
README.mdhttps://patch-diff.githubusercontent.com/nusco/progml-code/blob/main/README.md
READMEhttps://patch-diff.githubusercontent.com/nusco/progml-code
https://patch-diff.githubusercontent.com/nusco/progml-code#programming-machine-learning-source-code
Programming Machine Learninghttp://www.pragprog.com/titles/pplearn
issuehttps://github.com/nusco/progml-code/issues
Python 3https://www.python.org/downloads/
https://patch-diff.githubusercontent.com/nusco/progml-code#installing-with-pip
https://patch-diff.githubusercontent.com/nusco/progml-code#installing-with-conda
Condahttps://conda.io
Minicondahttps://docs.conda.io/en/latest/miniconda.html
https://patch-diff.githubusercontent.com/nusco/progml-code#copyright
http://www.pragprog.com/titles/pplearnhttp://www.pragprog.com/titles/pplearn
Readme https://patch-diff.githubusercontent.com/nusco/progml-code#readme-ov-file
Please reload this pagehttps://patch-diff.githubusercontent.com/nusco/progml-code
Activityhttps://patch-diff.githubusercontent.com/nusco/progml-code/activity
18 starshttps://patch-diff.githubusercontent.com/nusco/progml-code/stargazers
2 watchinghttps://patch-diff.githubusercontent.com/nusco/progml-code/watchers
5 forkshttps://patch-diff.githubusercontent.com/nusco/progml-code/forks
Report repository https://patch-diff.githubusercontent.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Fnusco%2Fprogml-code&report=nusco+%28user%29
Releaseshttps://patch-diff.githubusercontent.com/nusco/progml-code/releases
1 tags https://patch-diff.githubusercontent.com/nusco/progml-code/tags
Packages 0https://patch-diff.githubusercontent.com/users/nusco/packages?repo_name=progml-code
Python 54.3% https://patch-diff.githubusercontent.com/nusco/progml-code/search?l=python
Jupyter Notebook 45.7% https://patch-diff.githubusercontent.com/nusco/progml-code/search?l=jupyter-notebook
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.