René's URL Explorer Experiment

Title: GitHub - fastmachinelearning/hls4ml-tutorial: Tutorial notebooks for hls4ml

Open Graph Title: GitHub - fastmachinelearning/hls4ml-tutorial: Tutorial notebooks for hls4ml

X Title: GitHub - fastmachinelearning/hls4ml-tutorial: Tutorial notebooks for hls4ml

Description: Tutorial notebooks for hls4ml . Contribute to fastmachinelearning/hls4ml-tutorial development by creating an account on GitHub.

Open Graph Description: Tutorial notebooks for hls4ml . Contribute to fastmachinelearning/hls4ml-tutorial development by creating an account on GitHub.

X Description: Tutorial notebooks for hls4ml . Contribute to fastmachinelearning/hls4ml-tutorial development by creating an account on GitHub.

Opengraph URL: https://github.com/fastmachinelearning/hls4ml-tutorial

X: @github

direct link

Domain: patch-diff.githubusercontent.com

route-pattern	/:user_id/:repository
route-controller	files
route-action	disambiguate
fetch-nonce	v2:6d6b9b3c-6a61-3127-5c86-f127882965f7
current-catalog-service-hash	f3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-id	D120:17C1EA:198DA21:20FB332:698FE252
html-safe-nonce	0a6fc9dc45e0833cef57c6ffb2ec9e40409c64f760f37f2f5c3bba7dd9e35de6
visitor-payload	eyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJEMTIwOjE3QzFFQToxOThEQTIxOjIwRkIzMzI6Njk4RkUyNTIiLCJ2aXNpdG9yX2lkIjoiNjgyMDU1NjA4OTU3MTkyNjYxMSIsInJlZ2lvbl9lZGdlIjoiaWFkIiwicmVnaW9uX3JlbmRlciI6ImlhZCJ9
visitor-hmac	e2eeecf5ae49195c143b99a1f71d9d2fdfcb3c9745e1fceb73aef950f0640c59
hovercard-subject-tag	repository:268801687
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/fastmachinelearning/hls4ml-tutorial
twitter:image	https://repository-images.githubusercontent.com/268801687/118f4449-9594-4dec-97f6-56ea4ba8ec3c
twitter:card	summary_large_image
og:image	https://repository-images.githubusercontent.com/268801687/118f4449-9594-4dec-97f6-56ea4ba8ec3c
og:image:alt	Tutorial notebooks for hls4ml . Contribute to fastmachinelearning/hls4ml-tutorial development by creating an account on GitHub.
og:site_name	GitHub
og:type	object
hostname	github.com
expected-hostname	github.com
None	42c603b9d642c4a9065a51770f75e5e27132fef0e858607f5c9cb7e422831a7b
turbo-cache-control	no-preview
go-import	github.com/fastmachinelearning/hls4ml-tutorial git https://github.com/fastmachinelearning/hls4ml-tutorial.git
octolytics-dimension-user_id	33101568
octolytics-dimension-user_login	fastmachinelearning
octolytics-dimension-repository_id	268801687
octolytics-dimension-repository_nwo	fastmachinelearning/hls4ml-tutorial
octolytics-dimension-repository_public	true
octolytics-dimension-repository_is_fork	false
octolytics-dimension-repository_network_root_id	268801687
octolytics-dimension-repository_network_root_nwo	fastmachinelearning/hls4ml-tutorial
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	3b33c5aedc9808f45bc5fcf0b1e4404cf749dac7
ui-target	full
theme-color	#1e2327
color-scheme	light dark

Links:

Skip to content	https://patch-diff.githubusercontent.com/fastmachinelearning/hls4ml-tutorial#start-of-content
	https://patch-diff.githubusercontent.com/
Sign in	https://patch-diff.githubusercontent.com/login?return_to=https%3A%2F%2Fgithub.com%2Ffastmachinelearning%2Fhls4ml-tutorial
GitHub CopilotWrite better code with AI	https://github.com/features/copilot
GitHub SparkBuild and deploy intelligent apps	https://github.com/features/spark
GitHub ModelsManage and compare prompts	https://github.com/features/models
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
GitHub SponsorsFund open source developers	https://github.com/sponsors
Security Lab	https://securitylab.github.com
Maintainer Community	https://maintainers.github.com
Accelerator	https://github.com/accelerator
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/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://patch-diff.githubusercontent.com/login?return_to=https%3A%2F%2Fgithub.com%2Ffastmachinelearning%2Fhls4ml-tutorial
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=fastmachinelearning%2Fhls4ml-tutorial
Reload	https://patch-diff.githubusercontent.com/fastmachinelearning/hls4ml-tutorial
Reload	https://patch-diff.githubusercontent.com/fastmachinelearning/hls4ml-tutorial
Reload	https://patch-diff.githubusercontent.com/fastmachinelearning/hls4ml-tutorial
fastmachinelearning	https://patch-diff.githubusercontent.com/fastmachinelearning
hls4ml-tutorial	https://patch-diff.githubusercontent.com/fastmachinelearning/hls4ml-tutorial
Notifications	https://patch-diff.githubusercontent.com/login?return_to=%2Ffastmachinelearning%2Fhls4ml-tutorial
Fork 179	https://patch-diff.githubusercontent.com/login?return_to=%2Ffastmachinelearning%2Fhls4ml-tutorial
Star 403	https://patch-diff.githubusercontent.com/login?return_to=%2Ffastmachinelearning%2Fhls4ml-tutorial
fastmachinelearning.org/hls4ml-tutorial/	http://fastmachinelearning.org/hls4ml-tutorial/
403 stars	https://patch-diff.githubusercontent.com/fastmachinelearning/hls4ml-tutorial/stargazers
179 forks	https://patch-diff.githubusercontent.com/fastmachinelearning/hls4ml-tutorial/forks
Branches	https://patch-diff.githubusercontent.com/fastmachinelearning/hls4ml-tutorial/branches
Tags	https://patch-diff.githubusercontent.com/fastmachinelearning/hls4ml-tutorial/tags
Activity	https://patch-diff.githubusercontent.com/fastmachinelearning/hls4ml-tutorial/activity
Star	https://patch-diff.githubusercontent.com/login?return_to=%2Ffastmachinelearning%2Fhls4ml-tutorial
Notifications	https://patch-diff.githubusercontent.com/login?return_to=%2Ffastmachinelearning%2Fhls4ml-tutorial
Code	https://patch-diff.githubusercontent.com/fastmachinelearning/hls4ml-tutorial
Issues 28	https://patch-diff.githubusercontent.com/fastmachinelearning/hls4ml-tutorial/issues
Pull requests 1	https://patch-diff.githubusercontent.com/fastmachinelearning/hls4ml-tutorial/pulls
Discussions	https://patch-diff.githubusercontent.com/fastmachinelearning/hls4ml-tutorial/discussions
Actions	https://patch-diff.githubusercontent.com/fastmachinelearning/hls4ml-tutorial/actions
Projects 0	https://patch-diff.githubusercontent.com/fastmachinelearning/hls4ml-tutorial/projects
Security 0	https://patch-diff.githubusercontent.com/fastmachinelearning/hls4ml-tutorial/security
Insights	https://patch-diff.githubusercontent.com/fastmachinelearning/hls4ml-tutorial/pulse
Code	https://patch-diff.githubusercontent.com/fastmachinelearning/hls4ml-tutorial
Issues	https://patch-diff.githubusercontent.com/fastmachinelearning/hls4ml-tutorial/issues
Pull requests	https://patch-diff.githubusercontent.com/fastmachinelearning/hls4ml-tutorial/pulls
Discussions	https://patch-diff.githubusercontent.com/fastmachinelearning/hls4ml-tutorial/discussions
Actions	https://patch-diff.githubusercontent.com/fastmachinelearning/hls4ml-tutorial/actions
Projects	https://patch-diff.githubusercontent.com/fastmachinelearning/hls4ml-tutorial/projects
Security	https://patch-diff.githubusercontent.com/fastmachinelearning/hls4ml-tutorial/security
Insights	https://patch-diff.githubusercontent.com/fastmachinelearning/hls4ml-tutorial/pulse
Branches	https://patch-diff.githubusercontent.com/fastmachinelearning/hls4ml-tutorial/branches
Tags	https://patch-diff.githubusercontent.com/fastmachinelearning/hls4ml-tutorial/tags
	https://patch-diff.githubusercontent.com/fastmachinelearning/hls4ml-tutorial/branches
	https://patch-diff.githubusercontent.com/fastmachinelearning/hls4ml-tutorial/tags
177 Commits	https://patch-diff.githubusercontent.com/fastmachinelearning/hls4ml-tutorial/commits/main/
	https://patch-diff.githubusercontent.com/fastmachinelearning/hls4ml-tutorial/commits/main/
.github	https://patch-diff.githubusercontent.com/fastmachinelearning/hls4ml-tutorial/tree/main/.github
.github	https://patch-diff.githubusercontent.com/fastmachinelearning/hls4ml-tutorial/tree/main/.github
images	https://patch-diff.githubusercontent.com/fastmachinelearning/hls4ml-tutorial/tree/main/images
images	https://patch-diff.githubusercontent.com/fastmachinelearning/hls4ml-tutorial/tree/main/images
pruned_cnn	https://patch-diff.githubusercontent.com/fastmachinelearning/hls4ml-tutorial/tree/main/pruned_cnn
pruned_cnn	https://patch-diff.githubusercontent.com/fastmachinelearning/hls4ml-tutorial/tree/main/pruned_cnn
quantized_pruned_cnn	https://patch-diff.githubusercontent.com/fastmachinelearning/hls4ml-tutorial/tree/main/quantized_pruned_cnn
quantized_pruned_cnn	https://patch-diff.githubusercontent.com/fastmachinelearning/hls4ml-tutorial/tree/main/quantized_pruned_cnn
sr	https://patch-diff.githubusercontent.com/fastmachinelearning/hls4ml-tutorial/tree/main/sr
sr	https://patch-diff.githubusercontent.com/fastmachinelearning/hls4ml-tutorial/tree/main/sr
.gitignore	https://patch-diff.githubusercontent.com/fastmachinelearning/hls4ml-tutorial/blob/main/.gitignore
.gitignore	https://patch-diff.githubusercontent.com/fastmachinelearning/hls4ml-tutorial/blob/main/.gitignore
.gitlab-ci.yml	https://patch-diff.githubusercontent.com/fastmachinelearning/hls4ml-tutorial/blob/main/.gitlab-ci.yml
.gitlab-ci.yml	https://patch-diff.githubusercontent.com/fastmachinelearning/hls4ml-tutorial/blob/main/.gitlab-ci.yml
.pre-commit-config.yaml	https://patch-diff.githubusercontent.com/fastmachinelearning/hls4ml-tutorial/blob/main/.pre-commit-config.yaml
.pre-commit-config.yaml	https://patch-diff.githubusercontent.com/fastmachinelearning/hls4ml-tutorial/blob/main/.pre-commit-config.yaml
README.md	https://patch-diff.githubusercontent.com/fastmachinelearning/hls4ml-tutorial/blob/main/README.md
README.md	https://patch-diff.githubusercontent.com/fastmachinelearning/hls4ml-tutorial/blob/main/README.md
_config.yml	https://patch-diff.githubusercontent.com/fastmachinelearning/hls4ml-tutorial/blob/main/_config.yml
_config.yml	https://patch-diff.githubusercontent.com/fastmachinelearning/hls4ml-tutorial/blob/main/_config.yml
_toc.yml	https://patch-diff.githubusercontent.com/fastmachinelearning/hls4ml-tutorial/blob/main/_toc.yml
_toc.yml	https://patch-diff.githubusercontent.com/fastmachinelearning/hls4ml-tutorial/blob/main/_toc.yml
callbacks.py	https://patch-diff.githubusercontent.com/fastmachinelearning/hls4ml-tutorial/blob/main/callbacks.py
callbacks.py	https://patch-diff.githubusercontent.com/fastmachinelearning/hls4ml-tutorial/blob/main/callbacks.py
environment.yml	https://patch-diff.githubusercontent.com/fastmachinelearning/hls4ml-tutorial/blob/main/environment.yml
environment.yml	https://patch-diff.githubusercontent.com/fastmachinelearning/hls4ml-tutorial/blob/main/environment.yml
nn_utils.py	https://patch-diff.githubusercontent.com/fastmachinelearning/hls4ml-tutorial/blob/main/nn_utils.py
nn_utils.py	https://patch-diff.githubusercontent.com/fastmachinelearning/hls4ml-tutorial/blob/main/nn_utils.py
part1_getting_started.ipynb	https://patch-diff.githubusercontent.com/fastmachinelearning/hls4ml-tutorial/blob/main/part1_getting_started.ipynb
part1_getting_started.ipynb	https://patch-diff.githubusercontent.com/fastmachinelearning/hls4ml-tutorial/blob/main/part1_getting_started.ipynb
part2_advanced_config.ipynb	https://patch-diff.githubusercontent.com/fastmachinelearning/hls4ml-tutorial/blob/main/part2_advanced_config.ipynb
part2_advanced_config.ipynb	https://patch-diff.githubusercontent.com/fastmachinelearning/hls4ml-tutorial/blob/main/part2_advanced_config.ipynb
part3_compression.ipynb	https://patch-diff.githubusercontent.com/fastmachinelearning/hls4ml-tutorial/blob/main/part3_compression.ipynb
part3_compression.ipynb	https://patch-diff.githubusercontent.com/fastmachinelearning/hls4ml-tutorial/blob/main/part3_compression.ipynb
part4.1_HG_quantization.ipynb	https://patch-diff.githubusercontent.com/fastmachinelearning/hls4ml-tutorial/blob/main/part4.1_HG_quantization.ipynb
part4.1_HG_quantization.ipynb	https://patch-diff.githubusercontent.com/fastmachinelearning/hls4ml-tutorial/blob/main/part4.1_HG_quantization.ipynb
part4_quantization.ipynb	https://patch-diff.githubusercontent.com/fastmachinelearning/hls4ml-tutorial/blob/main/part4_quantization.ipynb
part4_quantization.ipynb	https://patch-diff.githubusercontent.com/fastmachinelearning/hls4ml-tutorial/blob/main/part4_quantization.ipynb
part5_bdt.ipynb	https://patch-diff.githubusercontent.com/fastmachinelearning/hls4ml-tutorial/blob/main/part5_bdt.ipynb
part5_bdt.ipynb	https://patch-diff.githubusercontent.com/fastmachinelearning/hls4ml-tutorial/blob/main/part5_bdt.ipynb
part6_cnns.ipynb	https://patch-diff.githubusercontent.com/fastmachinelearning/hls4ml-tutorial/blob/main/part6_cnns.ipynb
part6_cnns.ipynb	https://patch-diff.githubusercontent.com/fastmachinelearning/hls4ml-tutorial/blob/main/part6_cnns.ipynb
part7a_bitstream.ipynb	https://patch-diff.githubusercontent.com/fastmachinelearning/hls4ml-tutorial/blob/main/part7a_bitstream.ipynb
part7a_bitstream.ipynb	https://patch-diff.githubusercontent.com/fastmachinelearning/hls4ml-tutorial/blob/main/part7a_bitstream.ipynb
part7b_deployment.ipynb	https://patch-diff.githubusercontent.com/fastmachinelearning/hls4ml-tutorial/blob/main/part7b_deployment.ipynb
part7b_deployment.ipynb	https://patch-diff.githubusercontent.com/fastmachinelearning/hls4ml-tutorial/blob/main/part7b_deployment.ipynb
part7c_validation.ipynb	https://patch-diff.githubusercontent.com/fastmachinelearning/hls4ml-tutorial/blob/main/part7c_validation.ipynb
part7c_validation.ipynb	https://patch-diff.githubusercontent.com/fastmachinelearning/hls4ml-tutorial/blob/main/part7c_validation.ipynb
part8_symbolic_regression.ipynb	https://patch-diff.githubusercontent.com/fastmachinelearning/hls4ml-tutorial/blob/main/part8_symbolic_regression.ipynb
part8_symbolic_regression.ipynb	https://patch-diff.githubusercontent.com/fastmachinelearning/hls4ml-tutorial/blob/main/part8_symbolic_regression.ipynb
plotting.py	https://patch-diff.githubusercontent.com/fastmachinelearning/hls4ml-tutorial/blob/main/plotting.py
plotting.py	https://patch-diff.githubusercontent.com/fastmachinelearning/hls4ml-tutorial/blob/main/plotting.py
README	https://patch-diff.githubusercontent.com/fastmachinelearning/hls4ml-tutorial
	https://patch-diff.githubusercontent.com/fastmachinelearning/hls4ml-tutorial#hls4ml-tutorial-tutorial-notebooks-for-hls4ml
	https://fastmachinelearning.org/hls4ml-tutorial
	https://github.com/fastmachinelearning/hls4ml-tutorial/actions/workflows/deploy.yml/badge.svg
	https://github.com/psf/black
	https://github.com/pre-commit/pre-commit
	https://mybinder.org/v2/gh/fastmachinelearning/hls4ml-tutorial
	https://patch-diff.githubusercontent.com/fastmachinelearning/hls4ml-tutorial#online
	https://mybinder.org/v2/gh/fastmachinelearning/hls4ml-tutorial/HEAD
	https://patch-diff.githubusercontent.com/fastmachinelearning/hls4ml-tutorial#conda
here	https://www.xilinx.com/support/download/index.html/content/xilinx/en/downloadNav/vitis.html
here	https://www.xilinx.com/support/download/index.html/content/xilinx/en/downloadNav/vivado-design-tools/archive.html
	https://patch-diff.githubusercontent.com/fastmachinelearning/hls4ml-tutorial#companion-material
here	https://docs.google.com/presentation/d/1c4LvEc6yMByx2HJs8zUP5oxLtY6ACSizQdKvw5cg5Ck/edit?usp=sharing
	https://patch-diff.githubusercontent.com/fastmachinelearning/hls4ml-tutorial#notebooks
fastmachinelearning.org/hls4ml-tutorial/	http://fastmachinelearning.org/hls4ml-tutorial/
machine-learning	https://patch-diff.githubusercontent.com/topics/machine-learning
tutorial	https://patch-diff.githubusercontent.com/topics/tutorial
fpga	https://patch-diff.githubusercontent.com/topics/fpga
pruning	https://patch-diff.githubusercontent.com/topics/pruning
quantization-aware-training	https://patch-diff.githubusercontent.com/topics/quantization-aware-training
hls4ml	https://patch-diff.githubusercontent.com/topics/hls4ml
Readme	https://patch-diff.githubusercontent.com/fastmachinelearning/hls4ml-tutorial#readme-ov-file
Please reload this page	https://patch-diff.githubusercontent.com/fastmachinelearning/hls4ml-tutorial
Activity	https://patch-diff.githubusercontent.com/fastmachinelearning/hls4ml-tutorial/activity
Custom properties	https://patch-diff.githubusercontent.com/fastmachinelearning/hls4ml-tutorial/custom-properties
403 stars	https://patch-diff.githubusercontent.com/fastmachinelearning/hls4ml-tutorial/stargazers
20 watching	https://patch-diff.githubusercontent.com/fastmachinelearning/hls4ml-tutorial/watchers
179 forks	https://patch-diff.githubusercontent.com/fastmachinelearning/hls4ml-tutorial/forks
Report repository	https://patch-diff.githubusercontent.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Ffastmachinelearning%2Fhls4ml-tutorial&report=fastmachinelearning+%28user%29
Releases	https://patch-diff.githubusercontent.com/fastmachinelearning/hls4ml-tutorial/releases
Packages 0	https://patch-diff.githubusercontent.com/orgs/fastmachinelearning/packages?repo_name=hls4ml-tutorial
Please reload this page	https://patch-diff.githubusercontent.com/fastmachinelearning/hls4ml-tutorial
Please reload this page	https://patch-diff.githubusercontent.com/fastmachinelearning/hls4ml-tutorial
Contributors 18	https://patch-diff.githubusercontent.com/fastmachinelearning/hls4ml-tutorial/graphs/contributors
Please reload this page	https://patch-diff.githubusercontent.com/fastmachinelearning/hls4ml-tutorial
+ 4 contributors	https://patch-diff.githubusercontent.com/fastmachinelearning/hls4ml-tutorial/graphs/contributors
Jupyter Notebook 98.6%	https://patch-diff.githubusercontent.com/fastmachinelearning/hls4ml-tutorial/search?l=jupyter-notebook
Python 1.4%	https://patch-diff.githubusercontent.com/fastmachinelearning/hls4ml-tutorial/search?l=python
	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.