René's URL Explorer Experiment


Title: GitHub - BioE-KimLab/MulticompSol: Prediction of multicomponent solubility for organic molecules (ML-based)

Open Graph Title: GitHub - BioE-KimLab/MulticompSol: Prediction of multicomponent solubility for organic molecules (ML-based)

X Title: GitHub - BioE-KimLab/MulticompSol: Prediction of multicomponent solubility for organic molecules (ML-based)

Description: Prediction of multicomponent solubility for organic molecules (ML-based) - BioE-KimLab/MulticompSol

Open Graph Description: Prediction of multicomponent solubility for organic molecules (ML-based) - BioE-KimLab/MulticompSol

X Description: Prediction of multicomponent solubility for organic molecules (ML-based) - BioE-KimLab/MulticompSol

Opengraph URL: https://github.com/BioE-KimLab/MulticompSol

X: @github

direct link

Domain: patch-diff.githubusercontent.com

route-pattern/:user_id/:repository
route-controllerfiles
route-actiondisambiguate
fetch-noncev2:9f125693-294a-7821-1247-6edd7be89c36
current-catalog-service-hashf3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-id95A0:3302AB:3EFA2FC:52CAD11:698C53AE
html-safe-nonce782ac1411b28f968f34e0ff9523543731b27e1752ef6ab7449e7f04c9b8665f3
visitor-payloadeyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiI5NUEwOjMzMDJBQjozRUZBMkZDOjUyQ0FEMTE6Njk4QzUzQUUiLCJ2aXNpdG9yX2lkIjoiMzYyNDIzNTcwMjY5NzA4NzkxOCIsInJlZ2lvbl9lZGdlIjoiaWFkIiwicmVnaW9uX3JlbmRlciI6ImlhZCJ9
visitor-hmac44d1325e2e01bcc3a02856aa1c74e5a4428d8cd20ed40ef0b10816b3e966dff0
hovercard-subject-tagrepository:908920996
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/BioE-KimLab/MulticompSol
twitter:imagehttps://opengraph.githubassets.com/7f770f59c3f266907accf05b5cb075604ffd1a787af148f62a8dede54837ee26/BioE-KimLab/MulticompSol
twitter:cardsummary_large_image
og:imagehttps://opengraph.githubassets.com/7f770f59c3f266907accf05b5cb075604ffd1a787af148f62a8dede54837ee26/BioE-KimLab/MulticompSol
og:image:altPrediction of multicomponent solubility for organic molecules (ML-based) - BioE-KimLab/MulticompSol
og:image:width1200
og:image:height600
og:site_nameGitHub
og:typeobject
hostnamegithub.com
expected-hostnamegithub.com
None640eeb7b6ff4d8d106235d228c0c286e82592d4d2403227b5b2b4fc5832297a4
turbo-cache-controlno-preview
go-importgithub.com/BioE-KimLab/MulticompSol git https://github.com/BioE-KimLab/MulticompSol.git
octolytics-dimension-user_id80549496
octolytics-dimension-user_loginBioE-KimLab
octolytics-dimension-repository_id908920996
octolytics-dimension-repository_nwoBioE-KimLab/MulticompSol
octolytics-dimension-repository_publictrue
octolytics-dimension-repository_is_forkfalse
octolytics-dimension-repository_network_root_id908920996
octolytics-dimension-repository_network_root_nwoBioE-KimLab/MulticompSol
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
release3d444f0a47beeeac94cddbb51c91ab408befe8d4
ui-targetfull
theme-color#1e2327
color-schemelight dark

Links:

Skip to contenthttps://patch-diff.githubusercontent.com/BioE-KimLab/MulticompSol#start-of-content
https://patch-diff.githubusercontent.com/
Sign in https://patch-diff.githubusercontent.com/login?return_to=https%3A%2F%2Fgithub.com%2FBioE-KimLab%2FMulticompSol
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%2FBioE-KimLab%2FMulticompSol
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=BioE-KimLab%2FMulticompSol
Reloadhttps://patch-diff.githubusercontent.com/BioE-KimLab/MulticompSol
Reloadhttps://patch-diff.githubusercontent.com/BioE-KimLab/MulticompSol
Reloadhttps://patch-diff.githubusercontent.com/BioE-KimLab/MulticompSol
BioE-KimLab https://patch-diff.githubusercontent.com/BioE-KimLab
MulticompSolhttps://patch-diff.githubusercontent.com/BioE-KimLab/MulticompSol
Notifications https://patch-diff.githubusercontent.com/login?return_to=%2FBioE-KimLab%2FMulticompSol
Fork 1 https://patch-diff.githubusercontent.com/login?return_to=%2FBioE-KimLab%2FMulticompSol
Star 4 https://patch-diff.githubusercontent.com/login?return_to=%2FBioE-KimLab%2FMulticompSol
www.bioenergy-kimlab.orghttps://www.bioenergy-kimlab.org
4 stars https://patch-diff.githubusercontent.com/BioE-KimLab/MulticompSol/stargazers
1 fork https://patch-diff.githubusercontent.com/BioE-KimLab/MulticompSol/forks
Branches https://patch-diff.githubusercontent.com/BioE-KimLab/MulticompSol/branches
Tags https://patch-diff.githubusercontent.com/BioE-KimLab/MulticompSol/tags
Activity https://patch-diff.githubusercontent.com/BioE-KimLab/MulticompSol/activity
Star https://patch-diff.githubusercontent.com/login?return_to=%2FBioE-KimLab%2FMulticompSol
Notifications https://patch-diff.githubusercontent.com/login?return_to=%2FBioE-KimLab%2FMulticompSol
Code https://patch-diff.githubusercontent.com/BioE-KimLab/MulticompSol
Issues 0 https://patch-diff.githubusercontent.com/BioE-KimLab/MulticompSol/issues
Pull requests 0 https://patch-diff.githubusercontent.com/BioE-KimLab/MulticompSol/pulls
Actions https://patch-diff.githubusercontent.com/BioE-KimLab/MulticompSol/actions
Projects 0 https://patch-diff.githubusercontent.com/BioE-KimLab/MulticompSol/projects
Security 0 https://patch-diff.githubusercontent.com/BioE-KimLab/MulticompSol/security
Insights https://patch-diff.githubusercontent.com/BioE-KimLab/MulticompSol/pulse
Code https://patch-diff.githubusercontent.com/BioE-KimLab/MulticompSol
Issues https://patch-diff.githubusercontent.com/BioE-KimLab/MulticompSol/issues
Pull requests https://patch-diff.githubusercontent.com/BioE-KimLab/MulticompSol/pulls
Actions https://patch-diff.githubusercontent.com/BioE-KimLab/MulticompSol/actions
Projects https://patch-diff.githubusercontent.com/BioE-KimLab/MulticompSol/projects
Security https://patch-diff.githubusercontent.com/BioE-KimLab/MulticompSol/security
Insights https://patch-diff.githubusercontent.com/BioE-KimLab/MulticompSol/pulse
Brancheshttps://patch-diff.githubusercontent.com/BioE-KimLab/MulticompSol/branches
Tagshttps://patch-diff.githubusercontent.com/BioE-KimLab/MulticompSol/tags
https://patch-diff.githubusercontent.com/BioE-KimLab/MulticompSol/branches
https://patch-diff.githubusercontent.com/BioE-KimLab/MulticompSol/tags
7 Commitshttps://patch-diff.githubusercontent.com/BioE-KimLab/MulticompSol/commits/main/
https://patch-diff.githubusercontent.com/BioE-KimLab/MulticompSol/commits/main/
datahttps://patch-diff.githubusercontent.com/BioE-KimLab/MulticompSol/tree/main/data
datahttps://patch-diff.githubusercontent.com/BioE-KimLab/MulticompSol/tree/main/data
model_files/Teacher_ShuffleSplit_Fold0https://patch-diff.githubusercontent.com/BioE-KimLab/MulticompSol/tree/main/model_files/Teacher_ShuffleSplit_Fold0
model_files/Teacher_ShuffleSplit_Fold0https://patch-diff.githubusercontent.com/BioE-KimLab/MulticompSol/tree/main/model_files/Teacher_ShuffleSplit_Fold0
.gitignorehttps://patch-diff.githubusercontent.com/BioE-KimLab/MulticompSol/blob/main/.gitignore
.gitignorehttps://patch-diff.githubusercontent.com/BioE-KimLab/MulticompSol/blob/main/.gitignore
README.mdhttps://patch-diff.githubusercontent.com/BioE-KimLab/MulticompSol/blob/main/README.md
README.mdhttps://patch-diff.githubusercontent.com/BioE-KimLab/MulticompSol/blob/main/README.md
gnn_multisol.pyhttps://patch-diff.githubusercontent.com/BioE-KimLab/MulticompSol/blob/main/gnn_multisol.py
gnn_multisol.pyhttps://patch-diff.githubusercontent.com/BioE-KimLab/MulticompSol/blob/main/gnn_multisol.py
model_stats.pyhttps://patch-diff.githubusercontent.com/BioE-KimLab/MulticompSol/blob/main/model_stats.py
model_stats.pyhttps://patch-diff.githubusercontent.com/BioE-KimLab/MulticompSol/blob/main/model_stats.py
print_results.pyhttps://patch-diff.githubusercontent.com/BioE-KimLab/MulticompSol/blob/main/print_results.py
print_results.pyhttps://patch-diff.githubusercontent.com/BioE-KimLab/MulticompSol/blob/main/print_results.py
ssd_for_allcycles.pyhttps://patch-diff.githubusercontent.com/BioE-KimLab/MulticompSol/blob/main/ssd_for_allcycles.py
ssd_for_allcycles.pyhttps://patch-diff.githubusercontent.com/BioE-KimLab/MulticompSol/blob/main/ssd_for_allcycles.py
ssd_functions.pyhttps://patch-diff.githubusercontent.com/BioE-KimLab/MulticompSol/blob/main/ssd_functions.py
ssd_functions.pyhttps://patch-diff.githubusercontent.com/BioE-KimLab/MulticompSol/blob/main/ssd_functions.py
train_concat_binary.pyhttps://patch-diff.githubusercontent.com/BioE-KimLab/MulticompSol/blob/main/train_concat_binary.py
train_concat_binary.pyhttps://patch-diff.githubusercontent.com/BioE-KimLab/MulticompSol/blob/main/train_concat_binary.py
train_concat_ternary.pyhttps://patch-diff.githubusercontent.com/BioE-KimLab/MulticompSol/blob/main/train_concat_ternary.py
train_concat_ternary.pyhttps://patch-diff.githubusercontent.com/BioE-KimLab/MulticompSol/blob/main/train_concat_ternary.py
train_subgraph_binary.pyhttps://patch-diff.githubusercontent.com/BioE-KimLab/MulticompSol/blob/main/train_subgraph_binary.py
train_subgraph_binary.pyhttps://patch-diff.githubusercontent.com/BioE-KimLab/MulticompSol/blob/main/train_subgraph_binary.py
train_subgraph_ternary.pyhttps://patch-diff.githubusercontent.com/BioE-KimLab/MulticompSol/blob/main/train_subgraph_ternary.py
train_subgraph_ternary.pyhttps://patch-diff.githubusercontent.com/BioE-KimLab/MulticompSol/blob/main/train_subgraph_ternary.py
READMEhttps://patch-diff.githubusercontent.com/BioE-KimLab/MulticompSol
https://patch-diff.githubusercontent.com/BioE-KimLab/MulticompSol#multicompsol-data-repository
https://patch-diff.githubusercontent.com/BioE-KimLab/MulticompSol#using-this-repository
https://patch-diff.githubusercontent.com/BioE-KimLab/MulticompSol#training-models
https://patch-diff.githubusercontent.com/BioE-KimLab/MulticompSol#training-gnn-models
https://patch-diff.githubusercontent.com/BioE-KimLab/MulticompSol#loading-models
https://patch-diff.githubusercontent.com/BioE-KimLab/MulticompSol#packages-required
https://patch-diff.githubusercontent.com/BioE-KimLab/MulticompSol#utility
https://patch-diff.githubusercontent.com/BioE-KimLab/MulticompSol#descriptor-generation
https://patch-diff.githubusercontent.com/BioE-KimLab/MulticompSol#mlvector-math
https://patch-diff.githubusercontent.com/BioE-KimLab/MulticompSol#filing-issues
www.bioenergy-kimlab.orghttps://www.bioenergy-kimlab.org
machine-learning https://patch-diff.githubusercontent.com/topics/machine-learning
solubility https://patch-diff.githubusercontent.com/topics/solubility
multicomponent https://patch-diff.githubusercontent.com/topics/multicomponent
Readme https://patch-diff.githubusercontent.com/BioE-KimLab/MulticompSol#readme-ov-file
Please reload this pagehttps://patch-diff.githubusercontent.com/BioE-KimLab/MulticompSol
Activityhttps://patch-diff.githubusercontent.com/BioE-KimLab/MulticompSol/activity
Custom propertieshttps://patch-diff.githubusercontent.com/BioE-KimLab/MulticompSol/custom-properties
4 starshttps://patch-diff.githubusercontent.com/BioE-KimLab/MulticompSol/stargazers
0 watchinghttps://patch-diff.githubusercontent.com/BioE-KimLab/MulticompSol/watchers
1 forkhttps://patch-diff.githubusercontent.com/BioE-KimLab/MulticompSol/forks
Report repository https://patch-diff.githubusercontent.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2FBioE-KimLab%2FMulticompSol&report=BioE-KimLab+%28user%29
Releases 1https://patch-diff.githubusercontent.com/BioE-KimLab/MulticompSol/releases
v1.0.0 Latest Apr 25, 2025 https://patch-diff.githubusercontent.com/BioE-KimLab/MulticompSol/releases/tag/v1.0.0
Packages 0https://patch-diff.githubusercontent.com/orgs/BioE-KimLab/packages?repo_name=MulticompSol
Contributors 2https://patch-diff.githubusercontent.com/BioE-KimLab/MulticompSol/graphs/contributors
Please reload this pagehttps://patch-diff.githubusercontent.com/BioE-KimLab/MulticompSol
Python 100.0% https://patch-diff.githubusercontent.com/BioE-KimLab/MulticompSol/search?l=python
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.