René's URL Explorer Experiment

Title: GitHub - wsxiaozhang/TensorFlow-Course: Simple and ready-to-use tutorials for TensorFlow · GitHub

Open Graph Title: GitHub - wsxiaozhang/TensorFlow-Course: Simple and ready-to-use tutorials for TensorFlow

X Title: GitHub - wsxiaozhang/TensorFlow-Course: Simple and ready-to-use tutorials for TensorFlow

Description: Simple and ready-to-use tutorials for TensorFlow . Contribute to wsxiaozhang/TensorFlow-Course development by creating an account on GitHub.

Open Graph Description: Simple and ready-to-use tutorials for TensorFlow . Contribute to wsxiaozhang/TensorFlow-Course development by creating an account on GitHub.

X Description: Simple and ready-to-use tutorials for TensorFlow . Contribute to wsxiaozhang/TensorFlow-Course development by creating an account on GitHub.

Opengraph URL: https://github.com/wsxiaozhang/TensorFlow-Course

X: @github

direct link

Domain: github.com

route-pattern	/:user_id/:repository
route-controller	files
route-action	disambiguate
fetch-nonce	v2:f1bad7c3-34cf-760c-037c-0df92ee66f82
current-catalog-service-hash	f3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-id	B704:1D1D7A:3C5125:4FF81F:6A5979AA
html-safe-nonce	205061755277adf3717267709fa99621ac03d1ac5825df2eab2416aa9fd4942e
visitor-payload	eyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJCNzA0OjFEMUQ3QTozQzUxMjU6NEZGODFGOjZBNTk3OUFBIiwidmlzaXRvcl9pZCI6IjY2OTI4MzE0OTMxNDMyMzA4OTAiLCJyZWdpb25fZWRnZSI6ImlhZCIsInJlZ2lvbl9yZW5kZXIiOiJpYWQifQ==
visitor-hmac	02f134c7ade030b27834bd170d26324df707226a8aef28da49d9ca4266ae715d
hovercard-subject-tag	repository:191510744
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/wsxiaozhang/TensorFlow-Course
twitter:image	https://opengraph.githubassets.com/199bc8e959cdf576625e69103990e758366d069f1eee22177b2cf0f6168cfd53/wsxiaozhang/TensorFlow-Course
twitter:card	summary_large_image
og:image	https://opengraph.githubassets.com/199bc8e959cdf576625e69103990e758366d069f1eee22177b2cf0f6168cfd53/wsxiaozhang/TensorFlow-Course
og:image:alt	Simple and ready-to-use tutorials for TensorFlow . Contribute to wsxiaozhang/TensorFlow-Course 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	a540949572872b935b393b36db38922db390ae71c859537d741b8f3eb7e545b5
turbo-cache-control	no-cache
go-import	github.com/wsxiaozhang/TensorFlow-Course git https://github.com/wsxiaozhang/TensorFlow-Course.git
octolytics-dimension-user_id	4995375
octolytics-dimension-user_login	wsxiaozhang
octolytics-dimension-repository_id	191510744
octolytics-dimension-repository_nwo	wsxiaozhang/TensorFlow-Course
octolytics-dimension-repository_public	true
octolytics-dimension-repository_is_fork	true
octolytics-dimension-repository_parent_id	151300862
octolytics-dimension-repository_parent_nwo	instillai/TensorFlow-Course
octolytics-dimension-repository_network_root_id	151300862
octolytics-dimension-repository_network_root_nwo	instillai/TensorFlow-Course
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	624bb50a7497aa346bef8cc3743af408a9ea10ca
ui-target	full
theme-color	#1e2327
color-scheme	light dark

Links:

Skip to content	https://github.com/wsxiaozhang/TensorFlow-Course#start-of-content
	https://github.com/
Sign in	https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fwsxiaozhang%2FTensorFlow-Course
GitHub CopilotWrite better code with AI	https://github.com/features/copilot
GitHub Copilot appDirect agents from issue to merge	https://github.com/features/ai/github-app
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
View all resources	https://github.com/resources
GitHub SponsorsFund open source developers	https://github.com/open-source/sponsors
Security Lab	https://securitylab.github.com
Maintainer Community	https://maintainers.github.com
Accelerator	https://github.com/open-source/accelerator
GitHub Stars	https://stars.github.com
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/enterprise/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://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fwsxiaozhang%2FTensorFlow-Course
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=wsxiaozhang%2FTensorFlow-Course
Reload	https://github.com/wsxiaozhang/TensorFlow-Course
Reload	https://github.com/wsxiaozhang/TensorFlow-Course
Reload	https://github.com/wsxiaozhang/TensorFlow-Course
wsxiaozhang	https://github.com/wsxiaozhang
TensorFlow-Course	https://github.com/wsxiaozhang/TensorFlow-Course
instillai/TensorFlow-Course	https://github.com/instillai/TensorFlow-Course
Notifications	https://github.com/login?return_to=%2Fwsxiaozhang%2FTensorFlow-Course
Fork 0	https://github.com/login?return_to=%2Fwsxiaozhang%2FTensorFlow-Course
Star 0	https://github.com/login?return_to=%2Fwsxiaozhang%2FTensorFlow-Course
Code	https://github.com/wsxiaozhang/TensorFlow-Course
Pull requests 0	https://github.com/wsxiaozhang/TensorFlow-Course/pulls
Actions	https://github.com/wsxiaozhang/TensorFlow-Course/actions
Projects	https://github.com/wsxiaozhang/TensorFlow-Course/projects
Security and quality 0	https://github.com/wsxiaozhang/TensorFlow-Course/security
Insights	https://github.com/wsxiaozhang/TensorFlow-Course/pulse
Code	https://github.com/wsxiaozhang/TensorFlow-Course
Pull requests	https://github.com/wsxiaozhang/TensorFlow-Course/pulls
Actions	https://github.com/wsxiaozhang/TensorFlow-Course/actions
Projects	https://github.com/wsxiaozhang/TensorFlow-Course/projects
Security and quality	https://github.com/wsxiaozhang/TensorFlow-Course/security
Insights	https://github.com/wsxiaozhang/TensorFlow-Course/pulse
	https://github.com/wsxiaozhang/TensorFlow-Course
Branches	https://github.com/wsxiaozhang/TensorFlow-Course/branches
Tags	https://github.com/wsxiaozhang/TensorFlow-Course/tags
	https://github.com/wsxiaozhang/TensorFlow-Course/branches
	https://github.com/wsxiaozhang/TensorFlow-Course/tags
53 Commits	https://github.com/wsxiaozhang/TensorFlow-Course/commits/master/
	https://github.com/wsxiaozhang/TensorFlow-Course/commits/master/
_img	https://github.com/wsxiaozhang/TensorFlow-Course/tree/master/_img
_img	https://github.com/wsxiaozhang/TensorFlow-Course/tree/master/_img
codes	https://github.com/wsxiaozhang/TensorFlow-Course/tree/master/codes
codes	https://github.com/wsxiaozhang/TensorFlow-Course/tree/master/codes
docs	https://github.com/wsxiaozhang/TensorFlow-Course/tree/master/docs
docs	https://github.com/wsxiaozhang/TensorFlow-Course/tree/master/docs
.gitattributes	https://github.com/wsxiaozhang/TensorFlow-Course/blob/master/.gitattributes
.gitattributes	https://github.com/wsxiaozhang/TensorFlow-Course/blob/master/.gitattributes
CODE_OF_CONDUCT.md	https://github.com/wsxiaozhang/TensorFlow-Course/blob/master/CODE_OF_CONDUCT.md
CODE_OF_CONDUCT.md	https://github.com/wsxiaozhang/TensorFlow-Course/blob/master/CODE_OF_CONDUCT.md
CONTRIBUTING.rst	https://github.com/wsxiaozhang/TensorFlow-Course/blob/master/CONTRIBUTING.rst
CONTRIBUTING.rst	https://github.com/wsxiaozhang/TensorFlow-Course/blob/master/CONTRIBUTING.rst
LICENSE	https://github.com/wsxiaozhang/TensorFlow-Course/blob/master/LICENSE
LICENSE	https://github.com/wsxiaozhang/TensorFlow-Course/blob/master/LICENSE
README.rst	https://github.com/wsxiaozhang/TensorFlow-Course/blob/master/README.rst
README.rst	https://github.com/wsxiaozhang/TensorFlow-Course/blob/master/README.rst
requirements.txt	https://github.com/wsxiaozhang/TensorFlow-Course/blob/master/requirements.txt
requirements.txt	https://github.com/wsxiaozhang/TensorFlow-Course/blob/master/requirements.txt
welcome.py	https://github.com/wsxiaozhang/TensorFlow-Course/blob/master/welcome.py
welcome.py	https://github.com/wsxiaozhang/TensorFlow-Course/blob/master/welcome.py
README	https://github.com/wsxiaozhang/TensorFlow-Course
Code of conduct	https://github.com/wsxiaozhang/TensorFlow-Course
Contributing	https://github.com/wsxiaozhang/TensorFlow-Course
MIT license	https://github.com/wsxiaozhang/TensorFlow-Course
	https://machinelearningmindset.com/blog/
	https://machinelearningmindset.com/subscription/
TensorFlow Course	https://github.com/wsxiaozhang/TensorFlow-Course#tensorflow-course
	https://github.com/wsxiaozhang/TensorFlow-Course#tensorflow-course
	https://github.com/open-source-for-science/TensorFlow-Course/pulls
	https://github.com/ellerbrock/open-source-badge/
	https://twitter.com/machinemindset
	https://github.com/wsxiaozhang/TensorFlow-Course#table-of-contents
What is TensorFlow?	https://github.com/wsxiaozhang/TensorFlow-Course#what-is-tensorflow
Motivation	https://github.com/wsxiaozhang/TensorFlow-Course#motivation
Why use TensorFlow?	https://github.com/wsxiaozhang/TensorFlow-Course#why-use-tensorflow
What's the point of this repository?	https://github.com/wsxiaozhang/TensorFlow-Course#what-s-the-point-of-this-repository
TensorFlow Installation and Setup the Environment	https://github.com/wsxiaozhang/TensorFlow-Course#tensorflow-installation-and-setup-the-environment
TensorFlow Tutorials	https://github.com/wsxiaozhang/TensorFlow-Course#tensorflow-tutorials
Warm-up	https://github.com/wsxiaozhang/TensorFlow-Course#warm-up
Basics	https://github.com/wsxiaozhang/TensorFlow-Course#basics
Basic Machine Learning	https://github.com/wsxiaozhang/TensorFlow-Course#basic-machine-learning
Neural Networks	https://github.com/wsxiaozhang/TensorFlow-Course#neural-networks
Some Useful Tutorials	https://github.com/wsxiaozhang/TensorFlow-Course#some-useful-tutorials
Contributing	https://github.com/wsxiaozhang/TensorFlow-Course#contributing
Pull Request Process	https://github.com/wsxiaozhang/TensorFlow-Course#pull-request-process
Final Note	https://github.com/wsxiaozhang/TensorFlow-Course#final-note
Acknowledgement	https://github.com/wsxiaozhang/TensorFlow-Course#acknowledgement
What is TensorFlow?	https://github.com/wsxiaozhang/TensorFlow-Course#id1
	https://github.com/wsxiaozhang/TensorFlow-Course#what-is-tensorflow
Motivation	https://github.com/wsxiaozhang/TensorFlow-Course#id2
	https://github.com/wsxiaozhang/TensorFlow-Course#motivation
Why use TensorFlow?	https://github.com/wsxiaozhang/TensorFlow-Course#id3
	https://github.com/wsxiaozhang/TensorFlow-Course#why-use-tensorflow
Keras	https://keras.io/
Slim	https://github.com/tensorflow/models/blob/031a5a4ab41170d555bc3e8f8545cf9c8e3f1b28/research/inception/inception/slim/README.md
What's the point of this repository?	https://github.com/wsxiaozhang/TensorFlow-Course#id4
	https://github.com/wsxiaozhang/TensorFlow-Course#whats-the-point-of-this-repository
TensorFlow Installation and Setup the Environment	https://github.com/wsxiaozhang/TensorFlow-Course#id5
	https://github.com/wsxiaozhang/TensorFlow-Course#tensorflow-installation-and-setup-the-environment
	https://github.com/wsxiaozhang/TensorFlow-Course/blob/master/docs/tutorials/installation
TensorFlow Installation	https://github.com/wsxiaozhang/TensorFlow-Course/blob/master/docs/tutorials/installation
	https://www.youtube.com/watch?v=_3JFEPk4qQY&t=2s
TensorFlow Tutorials	https://github.com/wsxiaozhang/TensorFlow-Course#id6
	https://github.com/wsxiaozhang/TensorFlow-Course#tensorflow-tutorials
Warm-up	https://github.com/wsxiaozhang/TensorFlow-Course#id7
	https://github.com/wsxiaozhang/TensorFlow-Course#warm-up
	https://github.com/wsxiaozhang/TensorFlow-Course/blob/master/_img/mainpage/welcome.gif
Welcome	https://github.com/wsxiaozhang/TensorFlow-Course/blob/master/codes/python/0-welcome
IPython	https://github.com/wsxiaozhang/TensorFlow-Course/blob/master/codes/ipython/0-welcome/code/0-welcome.ipynb
Documentation	https://github.com/wsxiaozhang/TensorFlow-Course/blob/master/docs/tutorials/0-welcome
Basics	https://github.com/wsxiaozhang/TensorFlow-Course#id8
	https://github.com/wsxiaozhang/TensorFlow-Course#basics
	https://github.com/wsxiaozhang/TensorFlow-Course/blob/master/_img/mainpage/basics.gif
Basic Math Operations	https://github.com/wsxiaozhang/TensorFlow-Course/blob/master/codes/python/1-basics/basic_math_operations
IPython	https://github.com/wsxiaozhang/TensorFlow-Course/blob/master/codes/ipython/1-basics/basic_math_operations/code/basic_math_operation.ipynb
Documentation	https://github.com/wsxiaozhang/TensorFlow-Course/blob/master/docs/tutorials/1-basics/basic_math_operations
TensorFlow Variables	https://github.com/wsxiaozhang/TensorFlow-Course/blob/master/codes/python/1-basics/variables/README.rst
IPython	https://github.com/wsxiaozhang/TensorFlow-Course/blob/master/codes/ipython/1-basics/variables/code/variables.ipynb
Documentation	https://github.com/wsxiaozhang/TensorFlow-Course/blob/master/docs/tutorials/1-basics/variables
Basic Machine Learning	https://github.com/wsxiaozhang/TensorFlow-Course#id9
	https://github.com/wsxiaozhang/TensorFlow-Course#basic-machine-learning
	https://github.com/wsxiaozhang/TensorFlow-Course/blob/master/_img/mainpage/basicmodels.gif
Linear Regression	https://github.com/wsxiaozhang/TensorFlow-Course/blob/master/codes/python/2-basics_in_machine_learning/linear_regression
IPython	https://github.com/wsxiaozhang/TensorFlow-Course/blob/master/codes/ipython/2-basics_in_machine_learning/linear_regression/code/linear_regression.ipynb
Documentation	https://github.com/wsxiaozhang/TensorFlow-Course/blob/master/docs/tutorials/2-basics_in_machine_learning/linear_regression
Logistic Regression	https://github.com/wsxiaozhang/TensorFlow-Course/blob/master/codes/python/2-basics_in_machine_learning/logistic_regression
IPython	https://github.com/wsxiaozhang/TensorFlow-Course/blob/master/codes/ipython/2-basics_in_machine_learning/logistic_regression/code/logistic_regression.ipynb
Documentation	https://github.com/wsxiaozhang/TensorFlow-Course/blob/master/docs/tutorials/2-basics_in_machine_learning/logistic_regression
Linear SVM	https://github.com/wsxiaozhang/TensorFlow-Course/blob/master/codes/python/2-basics_in_machine_learning/linear_svm
IPython	https://github.com/wsxiaozhang/TensorFlow-Course/blob/master/codes/ipython/2-basics_in_machine_learning/linear_svm/code/linear_svm.ipynb
MultiClass Kernel SVM	https://github.com/wsxiaozhang/TensorFlow-Course/blob/master/codes/python/2-basics_in_machine_learning/multiclass_svm
IPython	https://github.com/wsxiaozhang/TensorFlow-Course/blob/master/codes/ipython/2-basics_in_machine_learning/multiclass_svm/code/multiclass_svm.ipynb
Neural Networks	https://github.com/wsxiaozhang/TensorFlow-Course#id10
	https://github.com/wsxiaozhang/TensorFlow-Course#neural-networks
	https://github.com/wsxiaozhang/TensorFlow-Course/blob/master/_img/mainpage/CNNs.png
Simple Multi Layer Perceptron	https://github.com/wsxiaozhang/TensorFlow-Course/blob/master/codes/python/3-neural_networks/multi-layer-perceptron
IPython	https://github.com/wsxiaozhang/TensorFlow-Course/blob/master/codes/ipython/3-neural_networks/multi-layer-perceptron/code/train_mlp.ipynb
Simple Convolutional Neural Networks	https://github.com/wsxiaozhang/TensorFlow-Course/blob/master/codes/python/3-neural_networks/convolutional-neural-network
Documentation	https://github.com/wsxiaozhang/TensorFlow-Course/blob/master/docs/tutorials/3-neural_network/convolutiona_neural_network
RNN	https://github.com/wsxiaozhang/TensorFlow-Course/blob/master/codes/python/3-neural_networks/recurrent-neural-networks/code/rnn.py
IPython	https://github.com/wsxiaozhang/TensorFlow-Course/blob/master/codes/ipython/3-neural_networks/recurrent-neural-networks/code/rnn.ipynb
Some Useful Tutorials	https://github.com/wsxiaozhang/TensorFlow-Course#id11
	https://github.com/wsxiaozhang/TensorFlow-Course#some-useful-tutorials
TensorFlow Examples	https://github.com/aymericdamien/TensorFlow-Examples
Sungjoon's TensorFlow-101	https://github.com/sjchoi86/Tensorflow-101
Terry Um’s TensorFlow Exercises	https://github.com/terryum/TensorFlow_Exercises
Classification on time series	https://github.com/guillaume-chevalier/LSTM-Human-Activity-Recognition
Contributing	https://github.com/wsxiaozhang/TensorFlow-Course#id12
	https://github.com/wsxiaozhang/TensorFlow-Course#contributing
Pull Request Process	https://github.com/wsxiaozhang/TensorFlow-Course#id13
	https://github.com/wsxiaozhang/TensorFlow-Course#pull-request-process
Final Note	https://github.com/wsxiaozhang/TensorFlow-Course#id14
	https://github.com/wsxiaozhang/TensorFlow-Course#final-note
Acknowledgement	https://github.com/wsxiaozhang/TensorFlow-Course#id15
	https://github.com/wsxiaozhang/TensorFlow-Course#acknowledgement
Domenick Poster	https://github.com/vonclites/
Readme	https://github.com/wsxiaozhang/TensorFlow-Course#readme-ov-file
MIT license	https://github.com/wsxiaozhang/TensorFlow-Course#MIT-1-ov-file
Code of conduct	https://github.com/wsxiaozhang/TensorFlow-Course#coc-ov-file
Contributing	https://github.com/wsxiaozhang/TensorFlow-Course#contributing-ov-file
Please reload this page	https://github.com/wsxiaozhang/TensorFlow-Course
Activity	https://github.com/wsxiaozhang/TensorFlow-Course/activity
0 forks	https://github.com/wsxiaozhang/TensorFlow-Course/forks
Report repository	https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Fwsxiaozhang%2FTensorFlow-Course&report=wsxiaozhang+%28user%29
Releases	https://github.com/wsxiaozhang/TensorFlow-Course/releases
Packages 0	https://github.com/users/wsxiaozhang/packages?repo_name=TensorFlow-Course
Please reload this page	https://github.com/wsxiaozhang/TensorFlow-Course
Contributors	https://github.com/wsxiaozhang/TensorFlow-Course/graphs/contributors
Please reload this page	https://github.com/wsxiaozhang/TensorFlow-Course
	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.