René's URL Explorer Experiment


Title: GitHub - fathanick/DeepLearning: Deep Learning material by Shusen Wang · GitHub

Open Graph Title: GitHub - fathanick/DeepLearning: Deep Learning material by Shusen Wang

X Title: GitHub - fathanick/DeepLearning: Deep Learning material by Shusen Wang

Description: Deep Learning material by Shusen Wang. Contribute to fathanick/DeepLearning development by creating an account on GitHub.

Open Graph Description: Deep Learning material by Shusen Wang. Contribute to fathanick/DeepLearning development by creating an account on GitHub.

X Description: Deep Learning material by Shusen Wang. Contribute to fathanick/DeepLearning development by creating an account on GitHub.

Opengraph URL: https://github.com/fathanick/DeepLearning

X: @github

direct link

Domain: github.com

route-pattern/:user_id/:repository
route-controllerfiles
route-actiondisambiguate
fetch-noncev2:b8b737eb-d167-a199-4e0a-7152dced334e
current-catalog-service-hashf3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-idAC5E:3FE40B:4FB47E:6B6A67:6A559632
html-safe-nonce6190fbf1f84e4f2e09b552941384e20660cf8d90d471bcd67c49f5a6346ccdb4
visitor-payloadeyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJBQzVFOjNGRTQwQjo0RkI0N0U6NkI2QTY3OjZBNTU5NjMyIiwidmlzaXRvcl9pZCI6IjEwMDk3MTM1MDU2MDIyMTM0MjYiLCJyZWdpb25fZWRnZSI6ImlhZCIsInJlZ2lvbl9yZW5kZXIiOiJpYWQifQ==
visitor-hmace785847c48766607bb0c92f2b1c28b48d65f5ef7553f4e5ce55c6bcdfd7b07e6
hovercard-subject-tagrepository:516700618
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/fathanick/DeepLearning
twitter:imagehttps://opengraph.githubassets.com/cdfb4470486434a74c84d1fc325cc2eb82a862685f7c7104b894dc461d547163/fathanick/DeepLearning
twitter:cardsummary_large_image
og:imagehttps://opengraph.githubassets.com/cdfb4470486434a74c84d1fc325cc2eb82a862685f7c7104b894dc461d547163/fathanick/DeepLearning
og:image:altDeep Learning material by Shusen Wang. Contribute to fathanick/DeepLearning development by creating an account on GitHub.
og:image:width1200
og:image:height600
og:site_nameGitHub
og:typeobject
hostnamegithub.com
expected-hostnamegithub.com
Noneb5665c84831ed9ac4fb79519c16c9c5580ba8092fb8bb6e3e72972ec7197348e
turbo-cache-controlno-cache
go-importgithub.com/fathanick/DeepLearning git https://github.com/fathanick/DeepLearning.git
octolytics-dimension-user_id3506889
octolytics-dimension-user_loginfathanick
octolytics-dimension-repository_id516700618
octolytics-dimension-repository_nwofathanick/DeepLearning
octolytics-dimension-repository_publictrue
octolytics-dimension-repository_is_forktrue
octolytics-dimension-repository_parent_id180447794
octolytics-dimension-repository_parent_nwowangshusen/DeepLearning
octolytics-dimension-repository_network_root_id180447794
octolytics-dimension-repository_network_root_nwowangshusen/DeepLearning
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
releaseaa21baa44893467b0b640d0300538f84ca8c475b
ui-targetfull
theme-color#1e2327
color-schemelight dark

Links:

Skip to contenthttps://github.com/fathanick/DeepLearning#start-of-content
https://github.com/
Sign in https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Ffathanick%2FDeepLearning
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
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%2Ffathanick%2FDeepLearning
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=fathanick%2FDeepLearning
Reloadhttps://github.com/fathanick/DeepLearning
Reloadhttps://github.com/fathanick/DeepLearning
Reloadhttps://github.com/fathanick/DeepLearning
fathanick https://github.com/fathanick
DeepLearninghttps://github.com/fathanick/DeepLearning
wangshusen/DeepLearninghttps://github.com/wangshusen/DeepLearning
Notifications https://github.com/login?return_to=%2Ffathanick%2FDeepLearning
Fork 0 https://github.com/login?return_to=%2Ffathanick%2FDeepLearning
Star 0 https://github.com/login?return_to=%2Ffathanick%2FDeepLearning
Code https://github.com/fathanick/DeepLearning
Pull requests 0 https://github.com/fathanick/DeepLearning/pulls
Actions https://github.com/fathanick/DeepLearning/actions
Projects https://github.com/fathanick/DeepLearning/projects
Security and quality 0 https://github.com/fathanick/DeepLearning/security
Insights https://github.com/fathanick/DeepLearning/pulse
Code https://github.com/fathanick/DeepLearning
Pull requests https://github.com/fathanick/DeepLearning/pulls
Actions https://github.com/fathanick/DeepLearning/actions
Projects https://github.com/fathanick/DeepLearning/projects
Security and quality https://github.com/fathanick/DeepLearning/security
Insights https://github.com/fathanick/DeepLearning/pulse
https://github.com/fathanick/DeepLearning
Brancheshttps://github.com/fathanick/DeepLearning/branches
Tagshttps://github.com/fathanick/DeepLearning/tags
https://github.com/fathanick/DeepLearning/branches
https://github.com/fathanick/DeepLearning/tags
154 Commitshttps://github.com/fathanick/DeepLearning/commits/master/
https://github.com/fathanick/DeepLearning/commits/master/
LectureNoteshttps://github.com/fathanick/DeepLearning/tree/master/LectureNotes
LectureNoteshttps://github.com/fathanick/DeepLearning/tree/master/LectureNotes
Slideshttps://github.com/fathanick/DeepLearning/tree/master/Slides
Slideshttps://github.com/fathanick/DeepLearning/tree/master/Slides
.gitignorehttps://github.com/fathanick/DeepLearning/blob/master/.gitignore
.gitignorehttps://github.com/fathanick/DeepLearning/blob/master/.gitignore
LICENSEhttps://github.com/fathanick/DeepLearning/blob/master/LICENSE
LICENSEhttps://github.com/fathanick/DeepLearning/blob/master/LICENSE
README.mdhttps://github.com/fathanick/DeepLearning/blob/master/README.md
README.mdhttps://github.com/fathanick/DeepLearning/blob/master/README.md
READMEhttps://github.com/fathanick/DeepLearning
Licensehttps://github.com/fathanick/DeepLearning
https://github.com/fathanick/DeepLearning#cs583-deep-learning
slides-1https://github.com/wangshusen/DeepLearning/blob/master/Slides/1_ML_Basics.pdf
slides-2https://github.com/wangshusen/DeepLearning/blob/master/Slides/1_Models.pdf
slides-1https://github.com/wangshusen/DeepLearning/blob/master/Slides/2_Regression_1.pdf
slides-2https://github.com/wangshusen/DeepLearning/blob/master/Slides/2_Regression_2.pdf
slideshttps://github.com/wangshusen/DeepLearning/blob/master/Slides/3_Classification_1.pdf
lecture notehttps://github.com/wangshusen/DeepLearning/blob/master/LectureNotes/Logistic/paper/logistic.pdf
slideshttps://github.com/wangshusen/DeepLearning/blob/master/Slides/3_Classification_2.pdf
slideshttps://github.com/wangshusen/DeepLearning/blob/master/Slides/3_Classification_3.pdf
slideshttps://github.com/wangshusen/DeepLearning/blob/master/Slides/3_Classification_4.pdf
slides-1https://github.com/wangshusen/DeepLearning/blob/master/Slides/3_Optimization.pdf
slides-2https://github.com/wangshusen/DeepLearning/blob/master/Slides/3_Regularizations.pdf
slideshttps://github.com/wangshusen/DeepLearning/blob/master/Slides/3_Clustering.pdf
slides-1https://github.com/wangshusen/DeepLearning/blob/master/Slides/5_DR_1.pdf
slides-2https://github.com/wangshusen/DeepLearning/blob/master/Slides/5_DR_2.pdf
lecture notehttps://github.com/wangshusen/DeepLearning/blob/master/LectureNotes/SVD/svd.pdf
slideshttps://github.com/wangshusen/DeepLearning/blob/master/Slides/5_DR_3.pdf
slideshttps://github.com/wangshusen/DeepLearning/blob/master/Slides/6_NeuralNet_1.pdf
lecture notehttps://github.com/wangshusen/DeepLearning/blob/master/LectureNotes/BP/bp.pdf
slideshttps://github.com/wangshusen/DeepLearning/blob/master/Slides/6_NeuralNet_2.pdf
activation functionshttps://adl1995.github.io/an-overview-of-activation-functions-used-in-neural-networks.html
parameter initializationhttps://towardsdatascience.com/weight-initialization-in-neural-networks-a-journey-from-the-basics-to-kaiming-954fb9b47c79
optimization algorithmshttp://ruder.io/optimizing-gradient-descent/
slideshttps://github.com/wangshusen/DeepLearning/blob/master/Slides/7_CNN_1.pdf
slideshttps://github.com/wangshusen/DeepLearning/blob/master/Slides/7_CNN_2.pdf
slideshttps://github.com/wangshusen/DeepLearning/blob/master/Slides/7_CNN_3.pdf
slideshttps://github.com/wangshusen/DeepLearning/blob/master/Slides/7_CNN_4.pdf
slideshttps://github.com/wangshusen/DeepLearning/blob/master/Slides/7_CNN_5.pdf
slideshttps://github.com/wangshusen/DeepLearning/blob/master/Slides/9_RNN_0.pdf
video (Chinese)https://youtu.be/NWcShtqr8kc
slideshttps://github.com/wangshusen/DeepLearning/blob/master/Slides/9_RNN_1.pdf
video (Chinese)https://youtu.be/6_2_2CPB97s
slideshttps://github.com/wangshusen/DeepLearning/blob/master/Slides/9_RNN_2.pdf
video (Chinese)https://youtu.be/Cc4ENs6BHQw
slideshttps://github.com/wangshusen/DeepLearning/blob/master/Slides/9_RNN_3.pdf
referencehttp://colah.github.io/posts/2015-08-Understanding-LSTMs/
video (Chinese)https://youtu.be/vTouAvxlphc
slideshttps://github.com/wangshusen/DeepLearning/blob/master/Slides/9_RNN_4.pdf
video (Chinese)https://youtu.be/pzWHk_M23a0
slideshttps://github.com/wangshusen/DeepLearning/blob/master/Slides/9_RNN_5.pdf
video (Chinese)https://youtu.be/10cjvcrU_ZU
slideshttps://github.com/wangshusen/DeepLearning/blob/master/Slides/9_RNN_6.pdf
video (Chinese)https://youtu.be/gxXJ58LR684
slideshttps://github.com/wangshusen/DeepLearning/blob/master/Slides/9_RNN_8.pdf
video (English)https://youtu.be/B3uws4cLcFw
video (Chinese)https://youtu.be/XhWdv7ghmQQ
referencehttps://distill.pub/2016/augmented-rnns/
slideshttps://github.com/wangshusen/DeepLearning/blob/master/Slides/9_RNN_9.pdf
video (English)https://youtu.be/06r6kp7ujCA
video (Chinese)https://youtu.be/Vr4UNt7X6Gw
slideshttps://github.com/wangshusen/DeepLearning/blob/master/Slides/9_RNN_7.pdf
referencehttps://machinelearningmastery.com/develop-a-deep-learning-caption-generation-model-in-python/
slideshttps://github.com/wangshusen/DeepLearning/blob/master/Slides/10_Transformer_1.pdf
video (English)https://youtu.be/FC8PziPmxnQ
video (Chinese)https://youtu.be/aButdUV0dxI
slideshttps://github.com/wangshusen/DeepLearning/blob/master/Slides/10_Transformer_2.pdf
video (English)https://youtu.be/J4H6A4-dvhE
video (Chinese)https://youtu.be/aJRsr39F4dI
referencehttps://arxiv.org/pdf/1706.03762.pdf
slideshttps://github.com/wangshusen/DeepLearning/blob/master/Slides/10_BERT.pdf
video (English)https://youtu.be/EOmd5sUUA_A
video (Chinese)https://youtu.be/UlC6AjQWao8
referencehttps://arxiv.org/pdf/1810.04805.pdf
slideshttps://github.com/wangshusen/DeepLearning/blob/master/Slides/10_ViT.pdf
video (English)https://youtu.be/HZ4j_U3FC94
video (Chinese)https://youtu.be/BbzOZ9THriY
slideshttps://github.com/wangshusen/DeepLearning/blob/master/Slides/8_AE_1.pdf
slideshttps://github.com/wangshusen/DeepLearning/blob/master/Slides/8_AE_2.pdf
slideshttps://github.com/wangshusen/DeepLearning/blob/master/Slides/12_GAN.pdf
slideshttps://github.com/wangshusen/DeepLearning/blob/master/Slides/13_RL_1.pdf
lecture notehttps://github.com/wangshusen/DeepLearning/blob/master/LectureNotes/DRL/DRL.pdf
video (Chinese)https://youtu.be/vmkRMvhCW5c
slideshttps://github.com/wangshusen/DeepLearning/blob/master/Slides/13_RL_2.pdf
video (Chinese)https://youtu.be/jflq6vNcZyA
slideshttps://github.com/wangshusen/DeepLearning/blob/master/Slides/13_RL_3.pdf
video (Chinese)https://youtu.be/qI0vyfR2_Rc
slideshttps://github.com/wangshusen/DeepLearning/blob/master/Slides/13_RL_4.pdf
video (Chinese)https://youtu.be/xjd7Jq9wPQY
slideshttps://github.com/wangshusen/DeepLearning/blob/master/Slides/13_RL_5.pdf
video (Chinese)https://youtu.be/zHojAp5vkRE
slideshttps://github.com/wangshusen/DeepLearning/blob/master/Slides/14_Parallel_1.pdf
lecture notehttps://github.com/wangshusen/DeepLearning/blob/master/LectureNotes/Parallel/Parallel.pdf
video (Chinese)https://youtu.be/gVcnOe6_c6Q
slideshttps://github.com/wangshusen/DeepLearning/blob/master/Slides/14_Parallel_2.pdf
video (Chinese)https://youtu.be/Aga2Lxp3G7M
slideshttps://github.com/wangshusen/DeepLearning/blob/master/Slides/14_Parallel_3.pdf
video (Chinese)https://youtu.be/rj-hjS5L8Bw
slideshttps://github.com/wangshusen/DeepLearning/blob/master/Slides/14_Parallel_4.pdf
video (Chinese)https://youtu.be/STxtRucv_zo
slideshttps://github.com/wangshusen/DeepLearning/blob/master/Slides/11_Evasion.pdf
lecture notehttps://github.com/wangshusen/DeepLearning/blob/master/LectureNotes/Adversarial/DataAttacks.pdf
slideshttps://github.com/wangshusen/DeepLearning/blob/master/Slides/11_Poisoning.pdf
video (Chinese)https://youtu.be/_K0nZcqdu5w
Adversarial Robustness - Theory and Practicehttps://adversarial-ml-tutorial.org/
slideshttps://github.com/wangshusen/DeepLearning/blob/master/Slides/16_Meta_1.pdf
video (English)https://youtu.be/hE7eGew4eeg
video (Chinese)https://youtu.be/UkQ2FVpDxHg
slideshttps://github.com/wangshusen/DeepLearning/blob/master/Slides/16_Meta_2.pdf
video (English)https://youtu.be/4S-XDefSjTM
video (Chinese)https://youtu.be/Er8xH_k0Vj4
slideshttps://github.com/wangshusen/DeepLearning/blob/master/Slides/16_Meta_3.pdf
video (English)https://youtu.be/U6uFOIURcD0
video (Chinese)https://youtu.be/3zSYMuDm6RU
slideshttps://github.com/wangshusen/DeepLearning/blob/master/Slides/15_NAS_1.pdf
video (Chinese)https://youtu.be/voWgnMpFaW8
slideshttps://github.com/wangshusen/DeepLearning/blob/master/Slides/15_NAS_2.pdf
video (Chinese)https://youtu.be/AmitvRzmvv0
slideshttps://github.com/wangshusen/DeepLearning/blob/master/Slides/15_NAS_3.pdf
video (Chinese)https://youtu.be/D9m9-CXw_HY
Readme https://github.com/fathanick/DeepLearning#readme-ov-file
View license https://github.com/fathanick/DeepLearning#License-1-ov-file
Please reload this pagehttps://github.com/fathanick/DeepLearning
Activityhttps://github.com/fathanick/DeepLearning/activity
0 forkshttps://github.com/fathanick/DeepLearning/forks
Report repository https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Ffathanick%2FDeepLearning&report=fathanick+%28user%29
Releaseshttps://github.com/fathanick/DeepLearning/releases
Packages 0https://github.com/users/fathanick/packages?repo_name=DeepLearning
Please reload this pagehttps://github.com/fathanick/DeepLearning
Contributorshttps://github.com/fathanick/DeepLearning/graphs/contributors
Please reload this pagehttps://github.com/fathanick/DeepLearning
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.