René's URL Explorer Experiment


Title: GitHub - Pixelguy14/Protein-Explorer-Atlas: Real-time, zero-shot Variant Effect Prediction (VEP) and in-silico mutagenesis engine powered by Meta's ESM-2. Achieves sub-second inference on edge and consumer hardware. · GitHub

Open Graph Title: GitHub - Pixelguy14/Protein-Explorer-Atlas: Real-time, zero-shot Variant Effect Prediction (VEP) and in-silico mutagenesis engine powered by Meta's ESM-2. Achieves sub-second inference on edge and consumer hardware.

X Title: GitHub - Pixelguy14/Protein-Explorer-Atlas: Real-time, zero-shot Variant Effect Prediction (VEP) and in-silico mutagenesis engine powered by Meta's ESM-2. Achieves sub-second inference on edge and consumer hardware.

Description: Real-time, zero-shot Variant Effect Prediction (VEP) and in-silico mutagenesis engine powered by Meta's ESM-2. Achieves sub-second inference on edge and consumer hardware. - Pixelguy14/Protein-Explorer-Atlas

Open Graph Description: Real-time, zero-shot Variant Effect Prediction (VEP) and in-silico mutagenesis engine powered by Meta's ESM-2. Achieves sub-second inference on edge and consumer hardware. - Pixelguy14/Protein-...

X Description: Real-time, zero-shot Variant Effect Prediction (VEP) and in-silico mutagenesis engine powered by Meta's ESM-2. Achieves sub-second inference on edge and consumer hardware. - Pixelguy14/Prot...

Opengraph URL: https://github.com/Pixelguy14/Protein-Explorer-Atlas

X: @github

direct link

Domain: github.com

route-pattern/:user_id/:repository
route-controllerfiles
route-actiondisambiguate
fetch-noncev2:8ebd4d78-efa3-d519-c852-8d0e6237cc30
current-catalog-service-hashf3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-idC992:2D1A45:1B613C4:27ED80F:6A4BC533
html-safe-nonce915be7df72a71a084c04bae30475d65ee3351f5f7e392823feb0825a130306f4
visitor-payloadeyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJDOTkyOjJEMUE0NToxQjYxM0M0OjI3RUQ4MEY6NkE0QkM1MzMiLCJ2aXNpdG9yX2lkIjoiMTQwNzA4MTQ3MDM1MDgzNzA0MyIsInJlZ2lvbl9lZGdlIjoiaWFkIiwicmVnaW9uX3JlbmRlciI6ImlhZCJ9
visitor-hmacb0ee65672668023f870db54f9a4babeee774e1815be0d95405372842a982aecc
hovercard-subject-tagrepository:1035109794
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/Pixelguy14/Protein-Explorer-Atlas
twitter:imagehttps://opengraph.githubassets.com/00f19237f89e78ca4172a8dae99ade60077c1f72c0d266630d70f6e189fd32d5/Pixelguy14/Protein-Explorer-Atlas
twitter:cardsummary_large_image
og:imagehttps://opengraph.githubassets.com/00f19237f89e78ca4172a8dae99ade60077c1f72c0d266630d70f6e189fd32d5/Pixelguy14/Protein-Explorer-Atlas
og:image:altReal-time, zero-shot Variant Effect Prediction (VEP) and in-silico mutagenesis engine powered by Meta's ESM-2. Achieves sub-second inference on edge and consumer hardware. - Pixelguy14/Protein-...
og:image:width1200
og:image:height600
og:site_nameGitHub
og:typeobject
hostnamegithub.com
expected-hostnamegithub.com
None14aa00ce5bdb34d0eefb5facbffd7de9e144c688d8a93ef8df902d5f94b51dd7
turbo-cache-controlno-cache
go-importgithub.com/Pixelguy14/Protein-Explorer-Atlas git https://github.com/Pixelguy14/Protein-Explorer-Atlas.git
octolytics-dimension-user_id160289138
octolytics-dimension-user_loginPixelguy14
octolytics-dimension-repository_id1035109794
octolytics-dimension-repository_nwoPixelguy14/Protein-Explorer-Atlas
octolytics-dimension-repository_publictrue
octolytics-dimension-repository_is_forkfalse
octolytics-dimension-repository_network_root_id1035109794
octolytics-dimension-repository_network_root_nwoPixelguy14/Protein-Explorer-Atlas
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
release58b8f89190447502561829f30862aa0a99d53367
ui-targetfull
theme-color#1e2327
color-schemelight dark

Links:

Skip to contenthttps://github.com/Pixelguy14/Protein-Explorer-Atlas#start-of-content
https://github.com/
Sign in https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2FPixelguy14%2FProtein-Explorer-Atlas
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/sponsors
Security Labhttps://securitylab.github.com
Maintainer Communityhttps://maintainers.github.com
Acceleratorhttps://github.com/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/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%2FPixelguy14%2FProtein-Explorer-Atlas
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=Pixelguy14%2FProtein-Explorer-Atlas
Reloadhttps://github.com/Pixelguy14/Protein-Explorer-Atlas
Reloadhttps://github.com/Pixelguy14/Protein-Explorer-Atlas
Reloadhttps://github.com/Pixelguy14/Protein-Explorer-Atlas
Pixelguy14 https://github.com/Pixelguy14
Protein-Explorer-Atlashttps://github.com/Pixelguy14/Protein-Explorer-Atlas
Notifications https://github.com/login?return_to=%2FPixelguy14%2FProtein-Explorer-Atlas
Fork 0 https://github.com/login?return_to=%2FPixelguy14%2FProtein-Explorer-Atlas
Star 1 https://github.com/login?return_to=%2FPixelguy14%2FProtein-Explorer-Atlas
Code https://github.com/Pixelguy14/Protein-Explorer-Atlas
Issues 0 https://github.com/Pixelguy14/Protein-Explorer-Atlas/issues
Pull requests 0 https://github.com/Pixelguy14/Protein-Explorer-Atlas/pulls
Actions https://github.com/Pixelguy14/Protein-Explorer-Atlas/actions
Projects https://github.com/Pixelguy14/Protein-Explorer-Atlas/projects
Security and quality 0 https://github.com/Pixelguy14/Protein-Explorer-Atlas/security
Insights https://github.com/Pixelguy14/Protein-Explorer-Atlas/pulse
Code https://github.com/Pixelguy14/Protein-Explorer-Atlas
Issues https://github.com/Pixelguy14/Protein-Explorer-Atlas/issues
Pull requests https://github.com/Pixelguy14/Protein-Explorer-Atlas/pulls
Actions https://github.com/Pixelguy14/Protein-Explorer-Atlas/actions
Projects https://github.com/Pixelguy14/Protein-Explorer-Atlas/projects
Security and quality https://github.com/Pixelguy14/Protein-Explorer-Atlas/security
Insights https://github.com/Pixelguy14/Protein-Explorer-Atlas/pulse
https://github.com/Pixelguy14/Protein-Explorer-Atlas
Brancheshttps://github.com/Pixelguy14/Protein-Explorer-Atlas/branches
Tagshttps://github.com/Pixelguy14/Protein-Explorer-Atlas/tags
https://github.com/Pixelguy14/Protein-Explorer-Atlas/branches
https://github.com/Pixelguy14/Protein-Explorer-Atlas/tags
27 Commitshttps://github.com/Pixelguy14/Protein-Explorer-Atlas/commits/main/
https://github.com/Pixelguy14/Protein-Explorer-Atlas/commits/main/
apphttps://github.com/Pixelguy14/Protein-Explorer-Atlas/tree/main/app
apphttps://github.com/Pixelguy14/Protein-Explorer-Atlas/tree/main/app
.gitignorehttps://github.com/Pixelguy14/Protein-Explorer-Atlas/blob/main/.gitignore
.gitignorehttps://github.com/Pixelguy14/Protein-Explorer-Atlas/blob/main/.gitignore
ARCHITECTURE.mdhttps://github.com/Pixelguy14/Protein-Explorer-Atlas/blob/main/ARCHITECTURE.md
ARCHITECTURE.mdhttps://github.com/Pixelguy14/Protein-Explorer-Atlas/blob/main/ARCHITECTURE.md
ARCHIVED_DOCS.mdhttps://github.com/Pixelguy14/Protein-Explorer-Atlas/blob/main/ARCHIVED_DOCS.md
ARCHIVED_DOCS.mdhttps://github.com/Pixelguy14/Protein-Explorer-Atlas/blob/main/ARCHIVED_DOCS.md
Dockerfilehttps://github.com/Pixelguy14/Protein-Explorer-Atlas/blob/main/Dockerfile
Dockerfilehttps://github.com/Pixelguy14/Protein-Explorer-Atlas/blob/main/Dockerfile
Im proud to have participated Template.pnghttps://github.com/Pixelguy14/Protein-Explorer-Atlas/blob/main/Im%20proud%20to%20have%20participated%20Template.png
Im proud to have participated Template.pnghttps://github.com/Pixelguy14/Protein-Explorer-Atlas/blob/main/Im%20proud%20to%20have%20participated%20Template.png
LICENSEhttps://github.com/Pixelguy14/Protein-Explorer-Atlas/blob/main/LICENSE
LICENSEhttps://github.com/Pixelguy14/Protein-Explorer-Atlas/blob/main/LICENSE
METHODOLOGY.mdhttps://github.com/Pixelguy14/Protein-Explorer-Atlas/blob/main/METHODOLOGY.md
METHODOLOGY.mdhttps://github.com/Pixelguy14/Protein-Explorer-Atlas/blob/main/METHODOLOGY.md
README.mdhttps://github.com/Pixelguy14/Protein-Explorer-Atlas/blob/main/README.md
README.mdhttps://github.com/Pixelguy14/Protein-Explorer-Atlas/blob/main/README.md
docker-compose.ymlhttps://github.com/Pixelguy14/Protein-Explorer-Atlas/blob/main/docker-compose.yml
docker-compose.ymlhttps://github.com/Pixelguy14/Protein-Explorer-Atlas/blob/main/docker-compose.yml
rcsb_pdb_1ATP.fastahttps://github.com/Pixelguy14/Protein-Explorer-Atlas/blob/main/rcsb_pdb_1ATP.fasta
rcsb_pdb_1ATP.fastahttps://github.com/Pixelguy14/Protein-Explorer-Atlas/blob/main/rcsb_pdb_1ATP.fasta
requirements.txthttps://github.com/Pixelguy14/Protein-Explorer-Atlas/blob/main/requirements.txt
requirements.txthttps://github.com/Pixelguy14/Protein-Explorer-Atlas/blob/main/requirements.txt
run.pyhttps://github.com/Pixelguy14/Protein-Explorer-Atlas/blob/main/run.py
run.pyhttps://github.com/Pixelguy14/Protein-Explorer-Atlas/blob/main/run.py
test_protein.fastahttps://github.com/Pixelguy14/Protein-Explorer-Atlas/blob/main/test_protein.fasta
test_protein.fastahttps://github.com/Pixelguy14/Protein-Explorer-Atlas/blob/main/test_protein.fasta
READMEhttps://github.com/Pixelguy14/Protein-Explorer-Atlas
MIT licensehttps://github.com/Pixelguy14/Protein-Explorer-Atlas
https://github.com/Pixelguy14/Protein-Explorer-Atlas/blob/main/Im proud to have participated Template.png
https://github.com/Pixelguy14/Protein-Explorer-Atlas#protein-explorer-atlas
https://github.com/Pixelguy14/Protein-Explorer-Atlas#real-time-zero-shot-variant-effect-prediction-on-consumer-hardware
https://camo.githubusercontent.com/01f021238d5abc3e71e141b696b1fa4c687a820716ff3e7697092159e032bf30/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f5079546f7263682d4545344332433f7374796c653d666f722d7468652d6261646765266c6f676f3d7079746f726368266c6f676f436f6c6f723d7768697465
https://camo.githubusercontent.com/0dd5d7b14aa6e6e8c1837793e08962bcbee20b939e90b36238ec8f15ee365269/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f48756767696e67466163652d4646443231453f7374796c653d666f722d7468652d6261646765266c6f676f3d68756767696e6766616365266c6f676f436f6c6f723d626c61636b
https://camo.githubusercontent.com/8b1abea93d7449e781da3a7d6b844c02f3525c0c8dac7efbc0cc061069dacb0b/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f466c61736b2d3030303030303f7374796c653d666f722d7468652d6261646765266c6f676f3d666c61736b266c6f676f436f6c6f723d7768697465
https://camo.githubusercontent.com/85e3ff712bb08b8e5595b34ecddfd189a51b20f61988aa467a56c5da9a107dda/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f446f636b65722d3234393645443f7374796c653d666f722d7468652d6261646765266c6f676f3d646f636b6572266c6f676f436f6c6f723d7768697465
https://github.com/Pixelguy14/Protein-Explorer-Atlas#the-vision
https://github.com/Pixelguy14/Protein-Explorer-Atlas#features
https://github.com/Pixelguy14/Protein-Explorer-Atlas#quick-start
https://github.com/Pixelguy14/Protein-Explorer-Atlas#option-1-native-local-installation
https://github.com/Pixelguy14/Protein-Explorer-Atlas#option-2-docker-deployment
https://github.com/Pixelguy14/Protein-Explorer-Atlas#system-requirements
https://github.com/Pixelguy14/Protein-Explorer-Atlas#documentation-index
Architecture Detailshttps://github.com/Pixelguy14/Protein-Explorer-Atlas/blob/main/ARCHITECTURE.md
Scientific Methodologyhttps://github.com/Pixelguy14/Protein-Explorer-Atlas/blob/main/METHODOLOGY.md
machine-learning https://github.com/topics/machine-learning
bioinformatics https://github.com/topics/bioinformatics
structural-biology https://github.com/topics/structural-biology
pytorch https://github.com/topics/pytorch
zero-shot https://github.com/topics/zero-shot
protein-engineering https://github.com/topics/protein-engineering
esm2 https://github.com/topics/esm2
Readme https://github.com/Pixelguy14/Protein-Explorer-Atlas#readme-ov-file
MIT license https://github.com/Pixelguy14/Protein-Explorer-Atlas#MIT-1-ov-file
Please reload this pagehttps://github.com/Pixelguy14/Protein-Explorer-Atlas
Activityhttps://github.com/Pixelguy14/Protein-Explorer-Atlas/activity
0 forkshttps://github.com/Pixelguy14/Protein-Explorer-Atlas/forks
Report repository https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2FPixelguy14%2FProtein-Explorer-Atlas&report=Pixelguy14+%28user%29
Contributorshttps://github.com/Pixelguy14/Protein-Explorer-Atlas/graphs/contributors
Please reload this pagehttps://github.com/Pixelguy14/Protein-Explorer-Atlas
Python 34.1% https://github.com/Pixelguy14/Protein-Explorer-Atlas/search?l=python
HTML 30.0% https://github.com/Pixelguy14/Protein-Explorer-Atlas/search?l=html
JavaScript 21.7% https://github.com/Pixelguy14/Protein-Explorer-Atlas/search?l=javascript
CSS 12.7% https://github.com/Pixelguy14/Protein-Explorer-Atlas/search?l=css
Dockerfile 1.5% https://github.com/Pixelguy14/Protein-Explorer-Atlas/search?l=dockerfile
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.