René's URL Explorer Experiment


Title: GitHub - pythonminna/fastbook: Draft of the fastai book

Open Graph Title: GitHub - pythonminna/fastbook: Draft of the fastai book

X Title: GitHub - pythonminna/fastbook: Draft of the fastai book

Description: Draft of the fastai book. Contribute to pythonminna/fastbook development by creating an account on GitHub.

Open Graph Description: Draft of the fastai book. Contribute to pythonminna/fastbook development by creating an account on GitHub.

X Description: Draft of the fastai book. Contribute to pythonminna/fastbook development by creating an account on GitHub.

Opengraph URL: https://github.com/pythonminna/fastbook

X: @github

direct link

Domain: github.com

route-pattern/:user_id/:repository
route-controllerfiles
route-actiondisambiguate
fetch-noncev2:6d23c039-36dc-bd98-baae-26f2505b2676
current-catalog-service-hashf3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-id80F6:34B6FA:1064821:16C5CDD:696A8EB3
html-safe-noncecfef35530eb847c0cdbd5f84335451978c028b6d0fb5bfd6980259b5f88aa4f2
visitor-payloadeyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiI4MEY2OjM0QjZGQToxMDY0ODIxOjE2QzVDREQ6Njk2QThFQjMiLCJ2aXNpdG9yX2lkIjoiODc5MzQ3MDcyMzEwNDA4MzYzNSIsInJlZ2lvbl9lZGdlIjoiaWFkIiwicmVnaW9uX3JlbmRlciI6ImlhZCJ9
visitor-hmac6217e642b6c92ea5242ad4ce3e608371199bd15562f9b6d5402d69bc4861c33e
hovercard-subject-tagrepository:257054375
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/pythonminna/fastbook
twitter:imagehttps://opengraph.githubassets.com/8707dfb3055199fc432c9e8d1ad61a8a68a7f911928a53db27088fc4784571a0/pythonminna/fastbook
twitter:cardsummary_large_image
og:imagehttps://opengraph.githubassets.com/8707dfb3055199fc432c9e8d1ad61a8a68a7f911928a53db27088fc4784571a0/pythonminna/fastbook
og:image:altDraft of the fastai book. Contribute to pythonminna/fastbook development by creating an account on GitHub.
og:image:width1200
og:image:height600
og:site_nameGitHub
og:typeobject
hostnamegithub.com
expected-hostnamegithub.com
None4dd496afc954da9c207b2d9fbe86e3074619f565754aa1d9274aec30d9e5b8d7
turbo-cache-controlno-preview
go-importgithub.com/pythonminna/fastbook git https://github.com/pythonminna/fastbook.git
octolytics-dimension-user_id42911251
octolytics-dimension-user_loginpythonminna
octolytics-dimension-repository_id257054375
octolytics-dimension-repository_nwopythonminna/fastbook
octolytics-dimension-repository_publictrue
octolytics-dimension-repository_is_forktrue
octolytics-dimension-repository_parent_id243838973
octolytics-dimension-repository_parent_nwofastai/fastbook
octolytics-dimension-repository_network_root_id243838973
octolytics-dimension-repository_network_root_nwofastai/fastbook
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
release31496a13b80a2f6ad77d6c617ee2255a3545b539
ui-targetfull
theme-color#1e2327
color-schemelight dark

Links:

Skip to contenthttps://github.com/pythonminna/fastbook#start-of-content
https://github.com/
Sign in https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fpythonminna%2Ffastbook
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://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fpythonminna%2Ffastbook
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=pythonminna%2Ffastbook
Reloadhttps://github.com/pythonminna/fastbook
Reloadhttps://github.com/pythonminna/fastbook
Reloadhttps://github.com/pythonminna/fastbook
pythonminna https://github.com/pythonminna
fastbookhttps://github.com/pythonminna/fastbook
fastai/fastbookhttps://github.com/fastai/fastbook
Notifications https://github.com/login?return_to=%2Fpythonminna%2Ffastbook
Fork 0 https://github.com/login?return_to=%2Fpythonminna%2Ffastbook
Star 0 https://github.com/login?return_to=%2Fpythonminna%2Ffastbook
View license https://github.com/pythonminna/fastbook/blob/master/LICENSE
0 stars https://github.com/pythonminna/fastbook/stargazers
9.4k forks https://github.com/pythonminna/fastbook/forks
Branches https://github.com/pythonminna/fastbook/branches
Tags https://github.com/pythonminna/fastbook/tags
Activity https://github.com/pythonminna/fastbook/activity
Star https://github.com/login?return_to=%2Fpythonminna%2Ffastbook
Notifications https://github.com/login?return_to=%2Fpythonminna%2Ffastbook
Code https://github.com/pythonminna/fastbook
Pull requests 0 https://github.com/pythonminna/fastbook/pulls
Actions https://github.com/pythonminna/fastbook/actions
Projects 0 https://github.com/pythonminna/fastbook/projects
Security Uh oh! There was an error while loading. Please reload this page. https://github.com/pythonminna/fastbook/security
Please reload this pagehttps://github.com/pythonminna/fastbook
Insights https://github.com/pythonminna/fastbook/pulse
Code https://github.com/pythonminna/fastbook
Pull requests https://github.com/pythonminna/fastbook/pulls
Actions https://github.com/pythonminna/fastbook/actions
Projects https://github.com/pythonminna/fastbook/projects
Security https://github.com/pythonminna/fastbook/security
Insights https://github.com/pythonminna/fastbook/pulse
Brancheshttps://github.com/pythonminna/fastbook/branches
Tagshttps://github.com/pythonminna/fastbook/tags
https://github.com/pythonminna/fastbook/branches
https://github.com/pythonminna/fastbook/tags
247 Commitshttps://github.com/pythonminna/fastbook/commits/master/
https://github.com/pythonminna/fastbook/commits/master/
cleanhttps://github.com/pythonminna/fastbook/tree/master/clean
cleanhttps://github.com/pythonminna/fastbook/tree/master/clean
imageshttps://github.com/pythonminna/fastbook/tree/master/images
imageshttps://github.com/pythonminna/fastbook/tree/master/images
.gitignorehttps://github.com/pythonminna/fastbook/blob/master/.gitignore
.gitignorehttps://github.com/pythonminna/fastbook/blob/master/.gitignore
01_intro.ipynbhttps://github.com/pythonminna/fastbook/blob/master/01_intro.ipynb
01_intro.ipynbhttps://github.com/pythonminna/fastbook/blob/master/01_intro.ipynb
02_production.ipynbhttps://github.com/pythonminna/fastbook/blob/master/02_production.ipynb
02_production.ipynbhttps://github.com/pythonminna/fastbook/blob/master/02_production.ipynb
03_ethics.ipynbhttps://github.com/pythonminna/fastbook/blob/master/03_ethics.ipynb
03_ethics.ipynbhttps://github.com/pythonminna/fastbook/blob/master/03_ethics.ipynb
04_mnist_basics.ipynbhttps://github.com/pythonminna/fastbook/blob/master/04_mnist_basics.ipynb
04_mnist_basics.ipynbhttps://github.com/pythonminna/fastbook/blob/master/04_mnist_basics.ipynb
05_pet_breeds.ipynbhttps://github.com/pythonminna/fastbook/blob/master/05_pet_breeds.ipynb
05_pet_breeds.ipynbhttps://github.com/pythonminna/fastbook/blob/master/05_pet_breeds.ipynb
06_multicat.ipynbhttps://github.com/pythonminna/fastbook/blob/master/06_multicat.ipynb
06_multicat.ipynbhttps://github.com/pythonminna/fastbook/blob/master/06_multicat.ipynb
07_sizing_and_tta.ipynbhttps://github.com/pythonminna/fastbook/blob/master/07_sizing_and_tta.ipynb
07_sizing_and_tta.ipynbhttps://github.com/pythonminna/fastbook/blob/master/07_sizing_and_tta.ipynb
08_collab.ipynbhttps://github.com/pythonminna/fastbook/blob/master/08_collab.ipynb
08_collab.ipynbhttps://github.com/pythonminna/fastbook/blob/master/08_collab.ipynb
09_tabular.ipynbhttps://github.com/pythonminna/fastbook/blob/master/09_tabular.ipynb
09_tabular.ipynbhttps://github.com/pythonminna/fastbook/blob/master/09_tabular.ipynb
10_nlp.ipynbhttps://github.com/pythonminna/fastbook/blob/master/10_nlp.ipynb
10_nlp.ipynbhttps://github.com/pythonminna/fastbook/blob/master/10_nlp.ipynb
11_midlevel_data.ipynbhttps://github.com/pythonminna/fastbook/blob/master/11_midlevel_data.ipynb
11_midlevel_data.ipynbhttps://github.com/pythonminna/fastbook/blob/master/11_midlevel_data.ipynb
12_nlp_dive.ipynbhttps://github.com/pythonminna/fastbook/blob/master/12_nlp_dive.ipynb
12_nlp_dive.ipynbhttps://github.com/pythonminna/fastbook/blob/master/12_nlp_dive.ipynb
13_convolutions.ipynbhttps://github.com/pythonminna/fastbook/blob/master/13_convolutions.ipynb
13_convolutions.ipynbhttps://github.com/pythonminna/fastbook/blob/master/13_convolutions.ipynb
14_resnet.ipynbhttps://github.com/pythonminna/fastbook/blob/master/14_resnet.ipynb
14_resnet.ipynbhttps://github.com/pythonminna/fastbook/blob/master/14_resnet.ipynb
15_arch_details.ipynbhttps://github.com/pythonminna/fastbook/blob/master/15_arch_details.ipynb
15_arch_details.ipynbhttps://github.com/pythonminna/fastbook/blob/master/15_arch_details.ipynb
16_accel_sgd.ipynbhttps://github.com/pythonminna/fastbook/blob/master/16_accel_sgd.ipynb
16_accel_sgd.ipynbhttps://github.com/pythonminna/fastbook/blob/master/16_accel_sgd.ipynb
17_foundations.ipynbhttps://github.com/pythonminna/fastbook/blob/master/17_foundations.ipynb
17_foundations.ipynbhttps://github.com/pythonminna/fastbook/blob/master/17_foundations.ipynb
18_CAM.ipynbhttps://github.com/pythonminna/fastbook/blob/master/18_CAM.ipynb
18_CAM.ipynbhttps://github.com/pythonminna/fastbook/blob/master/18_CAM.ipynb
19_learner.ipynbhttps://github.com/pythonminna/fastbook/blob/master/19_learner.ipynb
19_learner.ipynbhttps://github.com/pythonminna/fastbook/blob/master/19_learner.ipynb
20_conclusion.ipynbhttps://github.com/pythonminna/fastbook/blob/master/20_conclusion.ipynb
20_conclusion.ipynbhttps://github.com/pythonminna/fastbook/blob/master/20_conclusion.ipynb
LICENSEhttps://github.com/pythonminna/fastbook/blob/master/LICENSE
LICENSEhttps://github.com/pythonminna/fastbook/blob/master/LICENSE
README.mdhttps://github.com/pythonminna/fastbook/blob/master/README.md
README.mdhttps://github.com/pythonminna/fastbook/blob/master/README.md
app_blog.ipynbhttps://github.com/pythonminna/fastbook/blob/master/app_blog.ipynb
app_blog.ipynbhttps://github.com/pythonminna/fastbook/blob/master/app_blog.ipynb
app_jupyter.ipynbhttps://github.com/pythonminna/fastbook/blob/master/app_jupyter.ipynb
app_jupyter.ipynbhttps://github.com/pythonminna/fastbook/blob/master/app_jupyter.ipynb
requirements.txthttps://github.com/pythonminna/fastbook/blob/master/requirements.txt
requirements.txthttps://github.com/pythonminna/fastbook/blob/master/requirements.txt
settings.inihttps://github.com/pythonminna/fastbook/blob/master/settings.ini
settings.inihttps://github.com/pythonminna/fastbook/blob/master/settings.ini
utils.pyhttps://github.com/pythonminna/fastbook/blob/master/utils.py
utils.pyhttps://github.com/pythonminna/fastbook/blob/master/utils.py
READMEhttps://github.com/pythonminna/fastbook
Licensehttps://github.com/pythonminna/fastbook
https://github.com/pythonminna/fastbook#the-fastai-book---draft
fastaihttps://docs.fast.ai/
PyTorchhttps://pytorch.org/
the fastai paperhttps://www.mdpi.com/2078-2489/11/2/108
a course we're teachinghttps://www.usfca.edu/data-institute/certificates/deep-learning-part-one
this bookhttps://www.amazon.com/Deep-Learning-Coders-fastai-PyTorch/dp/1492045527
fastai-v2 forumhttps://forums.fast.ai/c/fastai-users/fastai-v2
Readme https://github.com/pythonminna/fastbook#readme-ov-file
View license https://github.com/pythonminna/fastbook#License-1-ov-file
Please reload this pagehttps://github.com/pythonminna/fastbook
Activityhttps://github.com/pythonminna/fastbook/activity
Custom propertieshttps://github.com/pythonminna/fastbook/custom-properties
0 starshttps://github.com/pythonminna/fastbook/stargazers
0 watchinghttps://github.com/pythonminna/fastbook/watchers
0 forkshttps://github.com/pythonminna/fastbook/forks
Report repository https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Fpythonminna%2Ffastbook&report=pythonminna+%28user%29
Releaseshttps://github.com/pythonminna/fastbook/releases
Packages 0https://github.com/orgs/pythonminna/packages?repo_name=fastbook
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.