René's URL Explorer Experiment


Title: GitHub - imehranasgari/DL_TensorFlow_LowLevelAPI_CustomModel: Implementation of a custom TensorFlow/Keras model by subclassing tf.keras.Model. Includes custom layers, a user-defined loss function, and full control over the forward pass while maintaining compatibility with the Keras fit/evaluate workflow.

Open Graph Title: GitHub - imehranasgari/DL_TensorFlow_LowLevelAPI_CustomModel: Implementation of a custom TensorFlow/Keras model by subclassing tf.keras.Model. Includes custom layers, a user-defined loss function, and full control over the forward pass while maintaining compatibility with the Keras fit/evaluate workflow.

X Title: GitHub - imehranasgari/DL_TensorFlow_LowLevelAPI_CustomModel: Implementation of a custom TensorFlow/Keras model by subclassing tf.keras.Model. Includes custom layers, a user-defined loss function, and full control over the forward pass while maintaining compatibility with the Keras fit/evaluate workflow.

Description: Implementation of a custom TensorFlow/Keras model by subclassing tf.keras.Model. Includes custom layers, a user-defined loss function, and full control over the forward pass while maintaining compatibility with the Keras fit/evaluate workflow. - imehranasgari/DL_TensorFlow_LowLevelAPI_CustomModel

Open Graph Description: Implementation of a custom TensorFlow/Keras model by subclassing tf.keras.Model. Includes custom layers, a user-defined loss function, and full control over the forward pass while maintaining compa...

X Description: Implementation of a custom TensorFlow/Keras model by subclassing tf.keras.Model. Includes custom layers, a user-defined loss function, and full control over the forward pass while maintaining compa...

Mail addresses
imehranasgari@gmail.com

Opengraph URL: https://github.com/imehranasgari/DL_TensorFlow_LowLevelAPI_CustomModel

X: @github

direct link

Domain: patch-diff.githubusercontent.com

route-pattern/:user_id/:repository
route-controllerfiles
route-actiondisambiguate
fetch-noncev2:44813ce7-7350-d2d3-2ddd-8d263c6b0c1a
current-catalog-service-hashf3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-idA878:18B2A3:17B0365:1EB7652:69908AD8
html-safe-noncec7026e9e265d1b5582c63fdc0438d1daaa1fe26bfd47db9c0d0fbcd734a1e1ba
visitor-payloadeyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJBODc4OjE4QjJBMzoxN0IwMzY1OjFFQjc2NTI6Njk5MDhBRDgiLCJ2aXNpdG9yX2lkIjoiNDc5MTMxNDMxMjg2NTAyNDcyOCIsInJlZ2lvbl9lZGdlIjoiaWFkIiwicmVnaW9uX3JlbmRlciI6ImlhZCJ9
visitor-hmacb2b3b75c28078ce65b1e55452d86c8135063119e325e76612305fc0f38221338
hovercard-subject-tagrepository:1038276849
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/imehranasgari/DL_TensorFlow_LowLevelAPI_CustomModel
twitter:imagehttps://opengraph.githubassets.com/b15a1ce14502b921e402d10c3ca14b94ed6bdc07222bb7c7ae1c80b9d6628ede/imehranasgari/DL_TensorFlow_LowLevelAPI_CustomModel
twitter:cardsummary_large_image
og:imagehttps://opengraph.githubassets.com/b15a1ce14502b921e402d10c3ca14b94ed6bdc07222bb7c7ae1c80b9d6628ede/imehranasgari/DL_TensorFlow_LowLevelAPI_CustomModel
og:image:altImplementation of a custom TensorFlow/Keras model by subclassing tf.keras.Model. Includes custom layers, a user-defined loss function, and full control over the forward pass while maintaining compa...
og:image:width1200
og:image:height600
og:site_nameGitHub
og:typeobject
hostnamegithub.com
expected-hostnamegithub.com
None42c603b9d642c4a9065a51770f75e5e27132fef0e858607f5c9cb7e422831a7b
turbo-cache-controlno-preview
go-importgithub.com/imehranasgari/DL_TensorFlow_LowLevelAPI_CustomModel git https://github.com/imehranasgari/DL_TensorFlow_LowLevelAPI_CustomModel.git
octolytics-dimension-user_id165801022
octolytics-dimension-user_loginimehranasgari
octolytics-dimension-repository_id1038276849
octolytics-dimension-repository_nwoimehranasgari/DL_TensorFlow_LowLevelAPI_CustomModel
octolytics-dimension-repository_publictrue
octolytics-dimension-repository_is_forkfalse
octolytics-dimension-repository_network_root_id1038276849
octolytics-dimension-repository_network_root_nwoimehranasgari/DL_TensorFlow_LowLevelAPI_CustomModel
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
release3b33c5aedc9808f45bc5fcf0b1e4404cf749dac7
ui-targetfull
theme-color#1e2327
color-schemelight dark

Links:

Skip to contenthttps://patch-diff.githubusercontent.com/imehranasgari/DL_TensorFlow_LowLevelAPI_CustomModel#start-of-content
https://patch-diff.githubusercontent.com/
Sign in https://patch-diff.githubusercontent.com/login?return_to=https%3A%2F%2Fgithub.com%2Fimehranasgari%2FDL_TensorFlow_LowLevelAPI_CustomModel
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%2Fimehranasgari%2FDL_TensorFlow_LowLevelAPI_CustomModel
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=imehranasgari%2FDL_TensorFlow_LowLevelAPI_CustomModel
Reloadhttps://patch-diff.githubusercontent.com/imehranasgari/DL_TensorFlow_LowLevelAPI_CustomModel
Reloadhttps://patch-diff.githubusercontent.com/imehranasgari/DL_TensorFlow_LowLevelAPI_CustomModel
Reloadhttps://patch-diff.githubusercontent.com/imehranasgari/DL_TensorFlow_LowLevelAPI_CustomModel
imehranasgari https://patch-diff.githubusercontent.com/imehranasgari
DL_TensorFlow_LowLevelAPI_CustomModelhttps://patch-diff.githubusercontent.com/imehranasgari/DL_TensorFlow_LowLevelAPI_CustomModel
Notifications https://patch-diff.githubusercontent.com/login?return_to=%2Fimehranasgari%2FDL_TensorFlow_LowLevelAPI_CustomModel
Fork 0 https://patch-diff.githubusercontent.com/login?return_to=%2Fimehranasgari%2FDL_TensorFlow_LowLevelAPI_CustomModel
Star 0 https://patch-diff.githubusercontent.com/login?return_to=%2Fimehranasgari%2FDL_TensorFlow_LowLevelAPI_CustomModel
Apache-2.0 license https://patch-diff.githubusercontent.com/imehranasgari/DL_TensorFlow_LowLevelAPI_CustomModel/blob/main/LICENSE
0 stars https://patch-diff.githubusercontent.com/imehranasgari/DL_TensorFlow_LowLevelAPI_CustomModel/stargazers
0 forks https://patch-diff.githubusercontent.com/imehranasgari/DL_TensorFlow_LowLevelAPI_CustomModel/forks
Branches https://patch-diff.githubusercontent.com/imehranasgari/DL_TensorFlow_LowLevelAPI_CustomModel/branches
Tags https://patch-diff.githubusercontent.com/imehranasgari/DL_TensorFlow_LowLevelAPI_CustomModel/tags
Activity https://patch-diff.githubusercontent.com/imehranasgari/DL_TensorFlow_LowLevelAPI_CustomModel/activity
Star https://patch-diff.githubusercontent.com/login?return_to=%2Fimehranasgari%2FDL_TensorFlow_LowLevelAPI_CustomModel
Notifications https://patch-diff.githubusercontent.com/login?return_to=%2Fimehranasgari%2FDL_TensorFlow_LowLevelAPI_CustomModel
Code https://patch-diff.githubusercontent.com/imehranasgari/DL_TensorFlow_LowLevelAPI_CustomModel
Issues 0 https://patch-diff.githubusercontent.com/imehranasgari/DL_TensorFlow_LowLevelAPI_CustomModel/issues
Pull requests 0 https://patch-diff.githubusercontent.com/imehranasgari/DL_TensorFlow_LowLevelAPI_CustomModel/pulls
Actions https://patch-diff.githubusercontent.com/imehranasgari/DL_TensorFlow_LowLevelAPI_CustomModel/actions
Projects 0 https://patch-diff.githubusercontent.com/imehranasgari/DL_TensorFlow_LowLevelAPI_CustomModel/projects
Security 0 https://patch-diff.githubusercontent.com/imehranasgari/DL_TensorFlow_LowLevelAPI_CustomModel/security
Insights https://patch-diff.githubusercontent.com/imehranasgari/DL_TensorFlow_LowLevelAPI_CustomModel/pulse
Code https://patch-diff.githubusercontent.com/imehranasgari/DL_TensorFlow_LowLevelAPI_CustomModel
Issues https://patch-diff.githubusercontent.com/imehranasgari/DL_TensorFlow_LowLevelAPI_CustomModel/issues
Pull requests https://patch-diff.githubusercontent.com/imehranasgari/DL_TensorFlow_LowLevelAPI_CustomModel/pulls
Actions https://patch-diff.githubusercontent.com/imehranasgari/DL_TensorFlow_LowLevelAPI_CustomModel/actions
Projects https://patch-diff.githubusercontent.com/imehranasgari/DL_TensorFlow_LowLevelAPI_CustomModel/projects
Security https://patch-diff.githubusercontent.com/imehranasgari/DL_TensorFlow_LowLevelAPI_CustomModel/security
Insights https://patch-diff.githubusercontent.com/imehranasgari/DL_TensorFlow_LowLevelAPI_CustomModel/pulse
Brancheshttps://patch-diff.githubusercontent.com/imehranasgari/DL_TensorFlow_LowLevelAPI_CustomModel/branches
Tagshttps://patch-diff.githubusercontent.com/imehranasgari/DL_TensorFlow_LowLevelAPI_CustomModel/tags
https://patch-diff.githubusercontent.com/imehranasgari/DL_TensorFlow_LowLevelAPI_CustomModel/branches
https://patch-diff.githubusercontent.com/imehranasgari/DL_TensorFlow_LowLevelAPI_CustomModel/tags
3 Commitshttps://patch-diff.githubusercontent.com/imehranasgari/DL_TensorFlow_LowLevelAPI_CustomModel/commits/main/
https://patch-diff.githubusercontent.com/imehranasgari/DL_TensorFlow_LowLevelAPI_CustomModel/commits/main/
.gitattributeshttps://patch-diff.githubusercontent.com/imehranasgari/DL_TensorFlow_LowLevelAPI_CustomModel/blob/main/.gitattributes
.gitattributeshttps://patch-diff.githubusercontent.com/imehranasgari/DL_TensorFlow_LowLevelAPI_CustomModel/blob/main/.gitattributes
LICENSEhttps://patch-diff.githubusercontent.com/imehranasgari/DL_TensorFlow_LowLevelAPI_CustomModel/blob/main/LICENSE
LICENSEhttps://patch-diff.githubusercontent.com/imehranasgari/DL_TensorFlow_LowLevelAPI_CustomModel/blob/main/LICENSE
README.mdhttps://patch-diff.githubusercontent.com/imehranasgari/DL_TensorFlow_LowLevelAPI_CustomModel/blob/main/README.md
README.mdhttps://patch-diff.githubusercontent.com/imehranasgari/DL_TensorFlow_LowLevelAPI_CustomModel/blob/main/README.md
custom model.ipynbhttps://patch-diff.githubusercontent.com/imehranasgari/DL_TensorFlow_LowLevelAPI_CustomModel/blob/main/custom%20model.ipynb
custom model.ipynbhttps://patch-diff.githubusercontent.com/imehranasgari/DL_TensorFlow_LowLevelAPI_CustomModel/blob/main/custom%20model.ipynb
READMEhttps://patch-diff.githubusercontent.com/imehranasgari/DL_TensorFlow_LowLevelAPI_CustomModel
Apache-2.0 licensehttps://patch-diff.githubusercontent.com/imehranasgari/DL_TensorFlow_LowLevelAPI_CustomModel
https://patch-diff.githubusercontent.com/imehranasgari/DL_TensorFlow_LowLevelAPI_CustomModel#building-and-training-a-custom-model-in-tensorflowkeras
https://patch-diff.githubusercontent.com/imehranasgari/DL_TensorFlow_LowLevelAPI_CustomModel#1-project-title
https://patch-diff.githubusercontent.com/imehranasgari/DL_TensorFlow_LowLevelAPI_CustomModel#2-problem-statement-and-goal-of-project
https://patch-diff.githubusercontent.com/imehranasgari/DL_TensorFlow_LowLevelAPI_CustomModel#3-solution-approach
https://patch-diff.githubusercontent.com/imehranasgari/DL_TensorFlow_LowLevelAPI_CustomModel#4-technologies--libraries
https://patch-diff.githubusercontent.com/imehranasgari/DL_TensorFlow_LowLevelAPI_CustomModel#5-description-about-dataset
https://patch-diff.githubusercontent.com/imehranasgari/DL_TensorFlow_LowLevelAPI_CustomModel#6-installation--execution-guide
https://patch-diff.githubusercontent.com/imehranasgari/DL_TensorFlow_LowLevelAPI_CustomModel#7-key-results--performance
https://patch-diff.githubusercontent.com/imehranasgari/DL_TensorFlow_LowLevelAPI_CustomModel#8-screenshots--sample-out
https://patch-diff.githubusercontent.com/imehranasgari/DL_TensorFlow_LowLevelAPI_CustomModel#9-additional-learnings--reflections
nbviewer.orghttps://nbviewer.org
https://patch-diff.githubusercontent.com/imehranasgari/DL_TensorFlow_LowLevelAPI_CustomModel#-author
https://github.com/imehranasgarihttps://github.com/imehranasgari
https://patch-diff.githubusercontent.com/imehranasgari/DL_TensorFlow_LowLevelAPI_CustomModel#-license
api https://patch-diff.githubusercontent.com/topics/api
deep-learning https://patch-diff.githubusercontent.com/topics/deep-learning
interactive https://patch-diff.githubusercontent.com/topics/interactive
tensorflow https://patch-diff.githubusercontent.com/topics/tensorflow
numpy https://patch-diff.githubusercontent.com/topics/numpy
keras https://patch-diff.githubusercontent.com/topics/keras
regularization https://patch-diff.githubusercontent.com/topics/regularization
custom-model https://patch-diff.githubusercontent.com/topics/custom-model
lowlevelapi https://patch-diff.githubusercontent.com/topics/lowlevelapi
custommodel https://patch-diff.githubusercontent.com/topics/custommodel
low-level-api-tensorflow https://patch-diff.githubusercontent.com/topics/low-level-api-tensorflow
custom-layar--model https://patch-diff.githubusercontent.com/topics/custom-layar--model
Readme https://patch-diff.githubusercontent.com/imehranasgari/DL_TensorFlow_LowLevelAPI_CustomModel#readme-ov-file
Apache-2.0 license https://patch-diff.githubusercontent.com/imehranasgari/DL_TensorFlow_LowLevelAPI_CustomModel#Apache-2.0-1-ov-file
Please reload this pagehttps://patch-diff.githubusercontent.com/imehranasgari/DL_TensorFlow_LowLevelAPI_CustomModel
Activityhttps://patch-diff.githubusercontent.com/imehranasgari/DL_TensorFlow_LowLevelAPI_CustomModel/activity
0 starshttps://patch-diff.githubusercontent.com/imehranasgari/DL_TensorFlow_LowLevelAPI_CustomModel/stargazers
0 watchinghttps://patch-diff.githubusercontent.com/imehranasgari/DL_TensorFlow_LowLevelAPI_CustomModel/watchers
0 forkshttps://patch-diff.githubusercontent.com/imehranasgari/DL_TensorFlow_LowLevelAPI_CustomModel/forks
Report repository https://patch-diff.githubusercontent.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Fimehranasgari%2FDL_TensorFlow_LowLevelAPI_CustomModel&report=imehranasgari+%28user%29
Releaseshttps://patch-diff.githubusercontent.com/imehranasgari/DL_TensorFlow_LowLevelAPI_CustomModel/releases
Packages 0https://patch-diff.githubusercontent.com/users/imehranasgari/packages?repo_name=DL_TensorFlow_LowLevelAPI_CustomModel
Jupyter Notebook 100.0% https://patch-diff.githubusercontent.com/imehranasgari/DL_TensorFlow_LowLevelAPI_CustomModel/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.