René's URL Explorer Experiment


Title: GitHub - mit-gfx/diffmat: PyTorch-based differentiable material graph library for procedural material capture

Open Graph Title: GitHub - mit-gfx/diffmat: PyTorch-based differentiable material graph library for procedural material capture

X Title: GitHub - mit-gfx/diffmat: PyTorch-based differentiable material graph library for procedural material capture

Description: PyTorch-based differentiable material graph library for procedural material capture - mit-gfx/diffmat

Open Graph Description: PyTorch-based differentiable material graph library for procedural material capture - mit-gfx/diffmat

X Description: PyTorch-based differentiable material graph library for procedural material capture - mit-gfx/diffmat

Opengraph URL: https://github.com/mit-gfx/diffmat

X: @github

direct link

Domain: patch-diff.githubusercontent.com

route-pattern/:user_id/:repository
route-controllerfiles
route-actiondisambiguate
fetch-noncev2:77334da1-ce4d-1dd3-9720-2bc99cf2c2a3
current-catalog-service-hashf3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-idB02A:124205:5524CD:6D7763:698E8CA8
html-safe-nonceb128aebeb7859805b0b1c0c0505f85bbfc6efc5fe3a7b03f2fb95d2ecc742f6e
visitor-payloadeyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJCMDJBOjEyNDIwNTo1NTI0Q0Q6NkQ3NzYzOjY5OEU4Q0E4IiwidmlzaXRvcl9pZCI6IjQ2Mzc2NTg1NTkzMTU2MTA3OTIiLCJyZWdpb25fZWRnZSI6ImlhZCIsInJlZ2lvbl9yZW5kZXIiOiJpYWQifQ==
visitor-hmacbc53e3951fa000dc7252d63e35afdc4fed3bc4f7fa5bd124f8a3811ec7b9d0d7
hovercard-subject-tagrepository:510090891
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/mit-gfx/diffmat
twitter:imagehttps://opengraph.githubassets.com/5ec72538b846b011386a41d2dad7f9023b6789b2e9fbae19eb88752f32dce31d/mit-gfx/diffmat
twitter:cardsummary_large_image
og:imagehttps://opengraph.githubassets.com/5ec72538b846b011386a41d2dad7f9023b6789b2e9fbae19eb88752f32dce31d/mit-gfx/diffmat
og:image:altPyTorch-based differentiable material graph library for procedural material capture - mit-gfx/diffmat
og:image:width1200
og:image:height600
og:site_nameGitHub
og:typeobject
hostnamegithub.com
expected-hostnamegithub.com
Nonecb2828a801ee6b7be618f3ac76fbf55def35bbc30f053a9c41bf90210b8b72ba
turbo-cache-controlno-preview
go-importgithub.com/mit-gfx/diffmat git https://github.com/mit-gfx/diffmat.git
octolytics-dimension-user_id508415
octolytics-dimension-user_loginmit-gfx
octolytics-dimension-repository_id510090891
octolytics-dimension-repository_nwomit-gfx/diffmat
octolytics-dimension-repository_publictrue
octolytics-dimension-repository_is_forkfalse
octolytics-dimension-repository_network_root_id510090891
octolytics-dimension-repository_network_root_nwomit-gfx/diffmat
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
releasee6b91a7e6e46287d26887e3fb7a4161657bab8f7
ui-targetfull
theme-color#1e2327
color-schemelight dark

Links:

Skip to contenthttps://patch-diff.githubusercontent.com/mit-gfx/diffmat#start-of-content
https://patch-diff.githubusercontent.com/
Sign in https://patch-diff.githubusercontent.com/login?return_to=https%3A%2F%2Fgithub.com%2Fmit-gfx%2Fdiffmat
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%2Fmit-gfx%2Fdiffmat
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=mit-gfx%2Fdiffmat
Reloadhttps://patch-diff.githubusercontent.com/mit-gfx/diffmat
Reloadhttps://patch-diff.githubusercontent.com/mit-gfx/diffmat
Reloadhttps://patch-diff.githubusercontent.com/mit-gfx/diffmat
mit-gfx https://patch-diff.githubusercontent.com/mit-gfx
diffmathttps://patch-diff.githubusercontent.com/mit-gfx/diffmat
Notifications https://patch-diff.githubusercontent.com/login?return_to=%2Fmit-gfx%2Fdiffmat
Fork 16 https://patch-diff.githubusercontent.com/login?return_to=%2Fmit-gfx%2Fdiffmat
Star 146 https://patch-diff.githubusercontent.com/login?return_to=%2Fmit-gfx%2Fdiffmat
View license https://patch-diff.githubusercontent.com/mit-gfx/diffmat/blob/master/LICENSE
146 stars https://patch-diff.githubusercontent.com/mit-gfx/diffmat/stargazers
16 forks https://patch-diff.githubusercontent.com/mit-gfx/diffmat/forks
Branches https://patch-diff.githubusercontent.com/mit-gfx/diffmat/branches
Tags https://patch-diff.githubusercontent.com/mit-gfx/diffmat/tags
Activity https://patch-diff.githubusercontent.com/mit-gfx/diffmat/activity
Star https://patch-diff.githubusercontent.com/login?return_to=%2Fmit-gfx%2Fdiffmat
Notifications https://patch-diff.githubusercontent.com/login?return_to=%2Fmit-gfx%2Fdiffmat
Code https://patch-diff.githubusercontent.com/mit-gfx/diffmat
Issues 0 https://patch-diff.githubusercontent.com/mit-gfx/diffmat/issues
Pull requests 0 https://patch-diff.githubusercontent.com/mit-gfx/diffmat/pulls
Actions https://patch-diff.githubusercontent.com/mit-gfx/diffmat/actions
Projects 0 https://patch-diff.githubusercontent.com/mit-gfx/diffmat/projects
Security 0 https://patch-diff.githubusercontent.com/mit-gfx/diffmat/security
Insights https://patch-diff.githubusercontent.com/mit-gfx/diffmat/pulse
Code https://patch-diff.githubusercontent.com/mit-gfx/diffmat
Issues https://patch-diff.githubusercontent.com/mit-gfx/diffmat/issues
Pull requests https://patch-diff.githubusercontent.com/mit-gfx/diffmat/pulls
Actions https://patch-diff.githubusercontent.com/mit-gfx/diffmat/actions
Projects https://patch-diff.githubusercontent.com/mit-gfx/diffmat/projects
Security https://patch-diff.githubusercontent.com/mit-gfx/diffmat/security
Insights https://patch-diff.githubusercontent.com/mit-gfx/diffmat/pulse
Brancheshttps://patch-diff.githubusercontent.com/mit-gfx/diffmat/branches
Tagshttps://patch-diff.githubusercontent.com/mit-gfx/diffmat/tags
https://patch-diff.githubusercontent.com/mit-gfx/diffmat/branches
https://patch-diff.githubusercontent.com/mit-gfx/diffmat/tags
8 Commitshttps://patch-diff.githubusercontent.com/mit-gfx/diffmat/commits/master/
https://patch-diff.githubusercontent.com/mit-gfx/diffmat/commits/master/
diffmathttps://patch-diff.githubusercontent.com/mit-gfx/diffmat/tree/master/diffmat
diffmathttps://patch-diff.githubusercontent.com/mit-gfx/diffmat/tree/master/diffmat
mischttps://patch-diff.githubusercontent.com/mit-gfx/diffmat/tree/master/misc
mischttps://patch-diff.githubusercontent.com/mit-gfx/diffmat/tree/master/misc
testhttps://patch-diff.githubusercontent.com/mit-gfx/diffmat/tree/master/test
testhttps://patch-diff.githubusercontent.com/mit-gfx/diffmat/tree/master/test
.gitignorehttps://patch-diff.githubusercontent.com/mit-gfx/diffmat/blob/master/.gitignore
.gitignorehttps://patch-diff.githubusercontent.com/mit-gfx/diffmat/blob/master/.gitignore
CHANGELOG.mdhttps://patch-diff.githubusercontent.com/mit-gfx/diffmat/blob/master/CHANGELOG.md
CHANGELOG.mdhttps://patch-diff.githubusercontent.com/mit-gfx/diffmat/blob/master/CHANGELOG.md
CONTRIBUTING.mdhttps://patch-diff.githubusercontent.com/mit-gfx/diffmat/blob/master/CONTRIBUTING.md
CONTRIBUTING.mdhttps://patch-diff.githubusercontent.com/mit-gfx/diffmat/blob/master/CONTRIBUTING.md
LICENSEhttps://patch-diff.githubusercontent.com/mit-gfx/diffmat/blob/master/LICENSE
LICENSEhttps://patch-diff.githubusercontent.com/mit-gfx/diffmat/blob/master/LICENSE
MANIFEST.inhttps://patch-diff.githubusercontent.com/mit-gfx/diffmat/blob/master/MANIFEST.in
MANIFEST.inhttps://patch-diff.githubusercontent.com/mit-gfx/diffmat/blob/master/MANIFEST.in
README.mdhttps://patch-diff.githubusercontent.com/mit-gfx/diffmat/blob/master/README.md
README.mdhttps://patch-diff.githubusercontent.com/mit-gfx/diffmat/blob/master/README.md
environment.ymlhttps://patch-diff.githubusercontent.com/mit-gfx/diffmat/blob/master/environment.yml
environment.ymlhttps://patch-diff.githubusercontent.com/mit-gfx/diffmat/blob/master/environment.yml
incomplete_nodes.mdhttps://patch-diff.githubusercontent.com/mit-gfx/diffmat/blob/master/incomplete_nodes.md
incomplete_nodes.mdhttps://patch-diff.githubusercontent.com/mit-gfx/diffmat/blob/master/incomplete_nodes.md
reproducing_match.mdhttps://patch-diff.githubusercontent.com/mit-gfx/diffmat/blob/master/reproducing_match.md
reproducing_match.mdhttps://patch-diff.githubusercontent.com/mit-gfx/diffmat/blob/master/reproducing_match.md
setup.pyhttps://patch-diff.githubusercontent.com/mit-gfx/diffmat/blob/master/setup.py
setup.pyhttps://patch-diff.githubusercontent.com/mit-gfx/diffmat/blob/master/setup.py
READMEhttps://patch-diff.githubusercontent.com/mit-gfx/diffmat
Contributinghttps://patch-diff.githubusercontent.com/mit-gfx/diffmat
Licensehttps://patch-diff.githubusercontent.com/mit-gfx/diffmat
https://patch-diff.githubusercontent.com/mit-gfx/diffmat/blob/master/misc/diffmat_logo.png
https://patch-diff.githubusercontent.com/mit-gfx/diffmat/blob/master
https://patch-diff.githubusercontent.com/mit-gfx/diffmat#overview
PyTorchhttps://pytorch.org
Adobe Substance 3D Designerhttps://www.adobe.com/products/substance3d-designer.html
https://patch-diff.githubusercontent.com/mit-gfx/diffmat#requirements
https://patch-diff.githubusercontent.com/mit-gfx/diffmat#conda-users
Anacondahttps://www.anaconda.com/products/distribution
Minicondahttps://docs.conda.io/en/latest/miniconda.html
https://patch-diff.githubusercontent.com/mit-gfx/diffmat#non-conda-users
venvhttps://docs.python.org/3/library/venv.html
Taichi-langhttps://www.taichi-lang.org
https://patch-diff.githubusercontent.com/mit-gfx/diffmat#optional-packages
our paperhttps://patch-diff.githubusercontent.com/mit-gfx/diffmat#citation
scikit-optimizehttps://scikit-optimize.github.io/stable/
Axhttps://ax.dev/
simannealhttps://github.com/perrygeo/simanneal
lpipshttps://pypi.org/project/lpips/
korniahttps://kornia.github.io/
FreeImagehttps://imageio.readthedocs.io/en/v2.13.4/reference/_backends/imageio.plugins.freeimage.html
https://patch-diff.githubusercontent.com/mit-gfx/diffmat#installation
https://patch-diff.githubusercontent.com/mit-gfx/diffmat#substance-3d-automation-tookit
Adobe Substance 3D Designerhttps://www.adobe.com/products/substance3d-designer.html
Substance 3D Automation Toolkithttps://helpx.adobe.com/substance-3d-sat.html
Getting Startedhttps://patch-diff.githubusercontent.com/mit-gfx/diffmat#getting-started
https://patch-diff.githubusercontent.com/mit-gfx/diffmat#install-diffmat
https://patch-diff.githubusercontent.com/mit-gfx/diffmat#getting-started
https://patch-diff.githubusercontent.com/mit-gfx/diffmat#command-line-scripts
https://patch-diff.githubusercontent.com/mit-gfx/diffmat#result-folder-structure
https://patch-diff.githubusercontent.com/mit-gfx/diffmat#python-api
Code Structurehttps://patch-diff.githubusercontent.com/mit-gfx/diffmat#code-structure
https://patch-diff.githubusercontent.com/mit-gfx/diffmat#code-structure
https://patch-diff.githubusercontent.com/mit-gfx/diffmat#limitations
contributing guidehttps://patch-diff.githubusercontent.com/mit-gfx/diffmat/blob/master/CONTRIBUTING.md
FAQshttps://patch-diff.githubusercontent.com/mit-gfx/diffmat/blob/master/misc/faqs.md
list of incomplete nodeshttps://patch-diff.githubusercontent.com/mit-gfx/diffmat/blob/master/incomplete_nodes.md
https://patch-diff.githubusercontent.com/mit-gfx/diffmat#faqs
herehttps://patch-diff.githubusercontent.com/mit-gfx/diffmat/blob/master/misc/faqs.md
https://patch-diff.githubusercontent.com/mit-gfx/diffmat#citation
[bibtex]https://patch-diff.githubusercontent.com/mit-gfx/diffmat/blob/master/misc/citation.bib
[Paper]https://dl.acm.org/doi/abs/10.1145/3592132
[Paper]https://dl.acm.org/doi/abs/10.1145/3414685.3417781
[Project]http://match.csail.mit.edu/
PhotoScene: Photorealistic Material and Lighting Transfer for Indoor Sceneshttps://yuyingyeh.github.io/projects/photoscene.html
Node Graph Optimization Using Differentiable Proxieshttps://yiweihu.netlify.app/project/hu2022diff/
Generating Procedural Materials from Text or Image Promptshttps://yiweihu.netlify.app/uploads/hu2023gen/project
PSDR-Room: Single Photo to Scene using Differentiable Renderinghttps://arxiv.org/abs/2307.03244
Procedural Material Generation with Reinforcement Learninghttps://dl.acm.org/doi/abs/10.1145/3687979
emailhttps://patch-diff.githubusercontent.com/mit-gfx/diffmat/blob/master/CONTRIBUTING.md
https://patch-diff.githubusercontent.com/mit-gfx/diffmat#license
license filehttps://patch-diff.githubusercontent.com/mit-gfx/diffmat/blob/master/LICENSE
Readme https://patch-diff.githubusercontent.com/mit-gfx/diffmat#readme-ov-file
View license https://patch-diff.githubusercontent.com/mit-gfx/diffmat#License-1-ov-file
Contributing https://patch-diff.githubusercontent.com/mit-gfx/diffmat#contributing-ov-file
Please reload this pagehttps://patch-diff.githubusercontent.com/mit-gfx/diffmat
Activityhttps://patch-diff.githubusercontent.com/mit-gfx/diffmat/activity
Custom propertieshttps://patch-diff.githubusercontent.com/mit-gfx/diffmat/custom-properties
146 starshttps://patch-diff.githubusercontent.com/mit-gfx/diffmat/stargazers
22 watchinghttps://patch-diff.githubusercontent.com/mit-gfx/diffmat/watchers
16 forkshttps://patch-diff.githubusercontent.com/mit-gfx/diffmat/forks
Report repository https://patch-diff.githubusercontent.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Fmit-gfx%2Fdiffmat&report=mit-gfx+%28user%29
Releaseshttps://patch-diff.githubusercontent.com/mit-gfx/diffmat/releases
Packages 0https://patch-diff.githubusercontent.com/orgs/mit-gfx/packages?repo_name=diffmat
Please reload this pagehttps://patch-diff.githubusercontent.com/mit-gfx/diffmat
Contributors 2https://patch-diff.githubusercontent.com/mit-gfx/diffmat/graphs/contributors
Please reload this pagehttps://patch-diff.githubusercontent.com/mit-gfx/diffmat
Python 99.9% https://patch-diff.githubusercontent.com/mit-gfx/diffmat/search?l=python
TeX 0.1% https://patch-diff.githubusercontent.com/mit-gfx/diffmat/search?l=tex
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.