René's URL Explorer Experiment


Title: GitHub - DaviBonetto/SpectralBio: Zero-shot variant pathogenicity prediction via spectral covariance analysis of ESM2 hidden states | Claw4S 2026 · GitHub

Open Graph Title: GitHub - DaviBonetto/SpectralBio: Zero-shot variant pathogenicity prediction via spectral covariance analysis of ESM2 hidden states | Claw4S 2026

X Title: GitHub - DaviBonetto/SpectralBio: Zero-shot variant pathogenicity prediction via spectral covariance analysis of ESM2 hidden states | Claw4S 2026

Description: Zero-shot variant pathogenicity prediction via spectral covariance analysis of ESM2 hidden states | Claw4S 2026 - DaviBonetto/SpectralBio

Open Graph Description: Zero-shot variant pathogenicity prediction via spectral covariance analysis of ESM2 hidden states | Claw4S 2026 - DaviBonetto/SpectralBio

X Description: Zero-shot variant pathogenicity prediction via spectral covariance analysis of ESM2 hidden states | Claw4S 2026 - DaviBonetto/SpectralBio

Opengraph URL: https://github.com/DaviBonetto/SpectralBio

X: @github

direct link

Domain: github.com

route-pattern/:user_id/:repository
route-controllerfiles
route-actiondisambiguate
fetch-noncev2:51b8738f-2921-90ba-d9f7-98b8eceedd3f
current-catalog-service-hashf3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-id88E6:3B6C91:411190B:5D8948E:6A4BB06D
html-safe-nonce012d6606cf2aba546a410304dae383460a752f77bb946267ebe2102eba607a89
visitor-payloadeyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiI4OEU2OjNCNkM5MTo0MTExOTBCOjVEODk0OEU6NkE0QkIwNkQiLCJ2aXNpdG9yX2lkIjoiMTUxMjIwNDIxMzcxNDM5OTM0MSIsInJlZ2lvbl9lZGdlIjoiaWFkIiwicmVnaW9uX3JlbmRlciI6ImlhZCJ9
visitor-hmacc5a3648c7ea779893e8314e66c160e901b8b7a9b6ffe72825a3486c2282382af
hovercard-subject-tagrepository:1188240394
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/DaviBonetto/SpectralBio
twitter:imagehttps://opengraph.githubassets.com/77bf6df5747657d5941c647f1c7353e8805eb5904eddd8a45ab21c241bab935c/DaviBonetto/SpectralBio
twitter:cardsummary_large_image
og:imagehttps://opengraph.githubassets.com/77bf6df5747657d5941c647f1c7353e8805eb5904eddd8a45ab21c241bab935c/DaviBonetto/SpectralBio
og:image:altZero-shot variant pathogenicity prediction via spectral covariance analysis of ESM2 hidden states | Claw4S 2026 - DaviBonetto/SpectralBio
og:image:width1200
og:image:height600
og:site_nameGitHub
og:typeobject
hostnamegithub.com
expected-hostnamegithub.com
None3ede370c1d797b0693475db9bb4298020548dcae9c98a2f071d54aaf1b4e9faa
turbo-cache-controlno-cache
go-importgithub.com/DaviBonetto/SpectralBio git https://github.com/DaviBonetto/SpectralBio.git
octolytics-dimension-user_id223263785
octolytics-dimension-user_loginDaviBonetto
octolytics-dimension-repository_id1188240394
octolytics-dimension-repository_nwoDaviBonetto/SpectralBio
octolytics-dimension-repository_publictrue
octolytics-dimension-repository_is_forkfalse
octolytics-dimension-repository_network_root_id1188240394
octolytics-dimension-repository_network_root_nwoDaviBonetto/SpectralBio
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
releaseaf627ba2b0ed5351c6d1b8e04fdbe893325c237f
ui-targetfull
theme-color#1e2327
color-schemelight dark

Links:

Skip to contenthttps://github.com/DaviBonetto/SpectralBio#start-of-content
https://github.com/
Sign in https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2FDaviBonetto%2FSpectralBio
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%2FDaviBonetto%2FSpectralBio
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=DaviBonetto%2FSpectralBio
Reloadhttps://github.com/DaviBonetto/SpectralBio
Reloadhttps://github.com/DaviBonetto/SpectralBio
Reloadhttps://github.com/DaviBonetto/SpectralBio
DaviBonetto https://github.com/DaviBonetto
SpectralBiohttps://github.com/DaviBonetto/SpectralBio
Notifications https://github.com/login?return_to=%2FDaviBonetto%2FSpectralBio
Fork 0 https://github.com/login?return_to=%2FDaviBonetto%2FSpectralBio
Star 1 https://github.com/login?return_to=%2FDaviBonetto%2FSpectralBio
Code https://github.com/DaviBonetto/SpectralBio
Issues 0 https://github.com/DaviBonetto/SpectralBio/issues
Pull requests 0 https://github.com/DaviBonetto/SpectralBio/pulls
Actions https://github.com/DaviBonetto/SpectralBio/actions
Projects https://github.com/DaviBonetto/SpectralBio/projects
Security and quality 0 https://github.com/DaviBonetto/SpectralBio/security
Insights https://github.com/DaviBonetto/SpectralBio/pulse
Code https://github.com/DaviBonetto/SpectralBio
Issues https://github.com/DaviBonetto/SpectralBio/issues
Pull requests https://github.com/DaviBonetto/SpectralBio/pulls
Actions https://github.com/DaviBonetto/SpectralBio/actions
Projects https://github.com/DaviBonetto/SpectralBio/projects
Security and quality https://github.com/DaviBonetto/SpectralBio/security
Insights https://github.com/DaviBonetto/SpectralBio/pulse
https://github.com/DaviBonetto/SpectralBio
Brancheshttps://github.com/DaviBonetto/SpectralBio/branches
Tagshttps://github.com/DaviBonetto/SpectralBio/tags
https://github.com/DaviBonetto/SpectralBio/branches
https://github.com/DaviBonetto/SpectralBio/tags
187 Commitshttps://github.com/DaviBonetto/SpectralBio/commits/main/
https://github.com/DaviBonetto/SpectralBio/commits/main/
New Notebookshttps://github.com/DaviBonetto/SpectralBio/tree/main/New%20Notebooks
New Notebookshttps://github.com/DaviBonetto/SpectralBio/tree/main/New%20Notebooks
artifactshttps://github.com/DaviBonetto/SpectralBio/tree/main/artifacts
artifactshttps://github.com/DaviBonetto/SpectralBio/tree/main/artifacts
assetshttps://github.com/DaviBonetto/SpectralBio/tree/main/assets
assetshttps://github.com/DaviBonetto/SpectralBio/tree/main/assets
benchmarkshttps://github.com/DaviBonetto/SpectralBio/tree/main/benchmarks
benchmarkshttps://github.com/DaviBonetto/SpectralBio/tree/main/benchmarks
cihttps://github.com/DaviBonetto/SpectralBio/tree/main/ci
cihttps://github.com/DaviBonetto/SpectralBio/tree/main/ci
configshttps://github.com/DaviBonetto/SpectralBio/tree/main/configs
configshttps://github.com/DaviBonetto/SpectralBio/tree/main/configs
dockerhttps://github.com/DaviBonetto/SpectralBio/tree/main/docker
dockerhttps://github.com/DaviBonetto/SpectralBio/tree/main/docker
docshttps://github.com/DaviBonetto/SpectralBio/tree/main/docs
docshttps://github.com/DaviBonetto/SpectralBio/tree/main/docs
huggingfacehttps://github.com/DaviBonetto/SpectralBio/tree/main/huggingface
huggingfacehttps://github.com/DaviBonetto/SpectralBio/tree/main/huggingface
legacyhttps://github.com/DaviBonetto/SpectralBio/tree/main/legacy
legacyhttps://github.com/DaviBonetto/SpectralBio/tree/main/legacy
notebookshttps://github.com/DaviBonetto/SpectralBio/tree/main/notebooks
notebookshttps://github.com/DaviBonetto/SpectralBio/tree/main/notebooks
outputshttps://github.com/DaviBonetto/SpectralBio/tree/main/outputs
outputshttps://github.com/DaviBonetto/SpectralBio/tree/main/outputs
paperhttps://github.com/DaviBonetto/SpectralBio/tree/main/paper
paperhttps://github.com/DaviBonetto/SpectralBio/tree/main/paper
publishhttps://github.com/DaviBonetto/SpectralBio/tree/main/publish
publishhttps://github.com/DaviBonetto/SpectralBio/tree/main/publish
schemashttps://github.com/DaviBonetto/SpectralBio/tree/main/schemas
schemashttps://github.com/DaviBonetto/SpectralBio/tree/main/schemas
scriptshttps://github.com/DaviBonetto/SpectralBio/tree/main/scripts
scriptshttps://github.com/DaviBonetto/SpectralBio/tree/main/scripts
src/spectralbiohttps://github.com/DaviBonetto/SpectralBio/tree/main/src/spectralbio
src/spectralbiohttps://github.com/DaviBonetto/SpectralBio/tree/main/src/spectralbio
supplementaryhttps://github.com/DaviBonetto/SpectralBio/tree/main/supplementary
supplementaryhttps://github.com/DaviBonetto/SpectralBio/tree/main/supplementary
testshttps://github.com/DaviBonetto/SpectralBio/tree/main/tests
testshttps://github.com/DaviBonetto/SpectralBio/tree/main/tests
.gitignorehttps://github.com/DaviBonetto/SpectralBio/blob/main/.gitignore
.gitignorehttps://github.com/DaviBonetto/SpectralBio/blob/main/.gitignore
Claw4S_conference.mdhttps://github.com/DaviBonetto/SpectralBio/blob/main/Claw4S_conference.md
Claw4S_conference.mdhttps://github.com/DaviBonetto/SpectralBio/blob/main/Claw4S_conference.md
LICENSEhttps://github.com/DaviBonetto/SpectralBio/blob/main/LICENSE
LICENSEhttps://github.com/DaviBonetto/SpectralBio/blob/main/LICENSE
Makefilehttps://github.com/DaviBonetto/SpectralBio/blob/main/Makefile
Makefilehttps://github.com/DaviBonetto/SpectralBio/blob/main/Makefile
PLANO_SKILL.mdhttps://github.com/DaviBonetto/SpectralBio/blob/main/PLANO_SKILL.md
PLANO_SKILL.mdhttps://github.com/DaviBonetto/SpectralBio/blob/main/PLANO_SKILL.md
README.mdhttps://github.com/DaviBonetto/SpectralBio/blob/main/README.md
README.mdhttps://github.com/DaviBonetto/SpectralBio/blob/main/README.md
SKILL.mdhttps://github.com/DaviBonetto/SpectralBio/blob/main/SKILL.md
SKILL.mdhttps://github.com/DaviBonetto/SpectralBio/blob/main/SKILL.md
abstract.mdhttps://github.com/DaviBonetto/SpectralBio/blob/main/abstract.md
abstract.mdhttps://github.com/DaviBonetto/SpectralBio/blob/main/abstract.md
claw_agent_guide.mdhttps://github.com/DaviBonetto/SpectralBio/blob/main/claw_agent_guide.md
claw_agent_guide.mdhttps://github.com/DaviBonetto/SpectralBio/blob/main/claw_agent_guide.md
content.mdhttps://github.com/DaviBonetto/SpectralBio/blob/main/content.md
content.mdhttps://github.com/DaviBonetto/SpectralBio/blob/main/content.md
pyproject.tomlhttps://github.com/DaviBonetto/SpectralBio/blob/main/pyproject.toml
pyproject.tomlhttps://github.com/DaviBonetto/SpectralBio/blob/main/pyproject.toml
uv.lockhttps://github.com/DaviBonetto/SpectralBio/blob/main/uv.lock
uv.lockhttps://github.com/DaviBonetto/SpectralBio/blob/main/uv.lock
READMEhttps://github.com/DaviBonetto/SpectralBio
MIT licensehttps://github.com/DaviBonetto/SpectralBio
https://github.com/DaviBonetto/SpectralBio/blob/main/assets/branding/spectralbio_banner.jpeg
https://github.com/DaviBonetto/SpectralBio#which-route-should-i-use
https://github.com/DaviBonetto/SpectralBio#public-runtime-expectations
https://github.com/DaviBonetto/SpectralBio#public-hierarchy
https://github.com/DaviBonetto/SpectralBio#fast-public-route
https://github.com/DaviBonetto/SpectralBio#verify-semantics
https://github.com/DaviBonetto/SpectralBio#doctor--diagnostics
https://github.com/DaviBonetto/SpectralBio#output-directory-map
https://github.com/DaviBonetto/SpectralBio#negative-guardrails
https://github.com/DaviBonetto/SpectralBio#bounded-onboarding
https://github.com/DaviBonetto/SpectralBio#pass--fail-semantics
https://github.com/DaviBonetto/SpectralBio#interpretation-boundary
https://github.com/DaviBonetto/SpectralBio#agent-guide
huggingface.co/spaces/DaviBonetto/spectralbio-demohttps://huggingface.co/spaces/DaviBonetto/spectralbio-demo
bioinformatics https://github.com/topics/bioinformatics
computational-biology https://github.com/topics/computational-biology
reproducibility https://github.com/topics/reproducibility
clinvar https://github.com/topics/clinvar
spectral-analysis https://github.com/topics/spectral-analysis
zero-shot https://github.com/topics/zero-shot
variant-effect-prediction https://github.com/topics/variant-effect-prediction
protein-language-model https://github.com/topics/protein-language-model
esm2 https://github.com/topics/esm2
claw4s-2026 https://github.com/topics/claw4s-2026
Readme https://github.com/DaviBonetto/SpectralBio#readme-ov-file
MIT license https://github.com/DaviBonetto/SpectralBio#MIT-1-ov-file
Please reload this pagehttps://github.com/DaviBonetto/SpectralBio
Activityhttps://github.com/DaviBonetto/SpectralBio/activity
0 forkshttps://github.com/DaviBonetto/SpectralBio/forks
Report repository https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2FDaviBonetto%2FSpectralBio&report=DaviBonetto+%28user%29
Releases 3https://github.com/DaviBonetto/SpectralBio/releases
SpectralBio v1.2.0 - Claw4S 2026 Public Audit Release Latest Apr 4, 2026 https://github.com/DaviBonetto/SpectralBio/releases/tag/v1.2.0
+ 2 releaseshttps://github.com/DaviBonetto/SpectralBio/releases
Packages 0https://github.com/users/DaviBonetto/packages?repo_name=SpectralBio
Please reload this pagehttps://github.com/DaviBonetto/SpectralBio
Contributorshttps://github.com/DaviBonetto/SpectralBio/graphs/contributors
Please reload this pagehttps://github.com/DaviBonetto/SpectralBio
Python 53.0% https://github.com/DaviBonetto/SpectralBio/search?l=python
Jupyter Notebook 45.7% https://github.com/DaviBonetto/SpectralBio/search?l=jupyter-notebook
TeX 1.3% https://github.com/DaviBonetto/SpectralBio/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.