René's URL Explorer Experiment


Title: GitHub - Limsym/PeptideStream: 搭建AI驱动的多肽药物开发框架,从序列生成、性质预测到筛选决策,建立一个集成的端到端平台;推动AI模型与实验系统形成反馈闭环,提升多肽分子的设计效率与成功率,加快临床前药物的发现周期。

Open Graph Title: GitHub - Limsym/PeptideStream: 搭建AI驱动的多肽药物开发框架,从序列生成、性质预测到筛选决策,建立一个集成的端到端平台;推动AI模型与实验系统形成反馈闭环,提升多肽分子的设计效率与成功率,加快临床前药物的发现周期。

X Title: GitHub - Limsym/PeptideStream: 搭建AI驱动的多肽药物开发框架,从序列生成、性质预测到筛选决策,建立一个集成的端到端平台;推动AI模型与实验系统形成反馈闭环,提升多肽分子的设计效率与成功率,加快临床前药物的发现周期。

Description: 搭建AI驱动的多肽药物开发框架,从序列生成、性质预测到筛选决策,建立一个集成的端到端平台;推动AI模型与实验系统形成反馈闭环,提升多肽分子的设计效率与成功率,加快临床前药物的发现周期。 - Limsym/PeptideStream

Open Graph Description: 搭建AI驱动的多肽药物开发框架,从序列生成、性质预测到筛选决策,建立一个集成的端到端平台;推动AI模型与实验系统形成反馈闭环,提升多肽分子的设计效率与成功率,加快临床前药物的发现周期。 - Limsym/PeptideStream

X Description: 搭建AI驱动的多肽药物开发框架,从序列生成、性质预测到筛选决策,建立一个集成的端到端平台;推动AI模型与实验系统形成反馈闭环,提升多肽分子的设计效率与成功率,加快临床前药物的发现周期。 - Limsym/PeptideStream

Opengraph URL: https://github.com/Limsym/PeptideStream

X: @github

direct link

Domain: patch-diff.githubusercontent.com

route-pattern/:user_id/:repository
route-controllerfiles
route-actiondisambiguate
fetch-noncev2:57c7607c-8fe4-c379-7480-3242864dcb20
current-catalog-service-hashf3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-idE98A:1352F2:D992CF:11A30A6:698FCB68
html-safe-nonce6261bf7286163b903f2ad1f64cbb6352d99b5744f8c867acf31de8af6f8da2d9
visitor-payloadeyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJFOThBOjEzNTJGMjpEOTkyQ0Y6MTFBMzBBNjo2OThGQ0I2OCIsInZpc2l0b3JfaWQiOiI2MTk2OTcxNjQzMjkxNTUyNjE2IiwicmVnaW9uX2VkZ2UiOiJpYWQiLCJyZWdpb25fcmVuZGVyIjoiaWFkIn0=
visitor-hmac0440ed0adb6baeabf2182949e6709e37ad0f622f6e6dc21990b2d02cc970a346
hovercard-subject-tagrepository:1024354693
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/Limsym/PeptideStream
twitter:imagehttps://opengraph.githubassets.com/8f4748e59e7c74225cbc4f30a8d41121fe1359866e8e15c0e5355ebacf0a3f13/Limsym/PeptideStream
twitter:cardsummary_large_image
og:imagehttps://opengraph.githubassets.com/8f4748e59e7c74225cbc4f30a8d41121fe1359866e8e15c0e5355ebacf0a3f13/Limsym/PeptideStream
og:image:alt搭建AI驱动的多肽药物开发框架,从序列生成、性质预测到筛选决策,建立一个集成的端到端平台;推动AI模型与实验系统形成反馈闭环,提升多肽分子的设计效率与成功率,加快临床前药物的发现周期。 - Limsym/PeptideStream
og:image:width1200
og:image:height600
og:site_nameGitHub
og:typeobject
hostnamegithub.com
expected-hostnamegithub.com
None42c603b9d642c4a9065a51770f75e5e27132fef0e858607f5c9cb7e422831a7b
turbo-cache-controlno-preview
go-importgithub.com/Limsym/PeptideStream git https://github.com/Limsym/PeptideStream.git
octolytics-dimension-user_id57558883
octolytics-dimension-user_loginLimsym
octolytics-dimension-repository_id1024354693
octolytics-dimension-repository_nwoLimsym/PeptideStream
octolytics-dimension-repository_publictrue
octolytics-dimension-repository_is_forkfalse
octolytics-dimension-repository_network_root_id1024354693
octolytics-dimension-repository_network_root_nwoLimsym/PeptideStream
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
release00bbb8945a3943b287e04c68aff13cb5878ddde7
ui-targetfull
theme-color#1e2327
color-schemelight dark

Links:

Skip to contenthttps://patch-diff.githubusercontent.com/Limsym/PeptideStream#start-of-content
https://patch-diff.githubusercontent.com/
Sign in https://patch-diff.githubusercontent.com/login?return_to=https%3A%2F%2Fgithub.com%2FLimsym%2FPeptideStream
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%2FLimsym%2FPeptideStream
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=Limsym%2FPeptideStream
Reloadhttps://patch-diff.githubusercontent.com/Limsym/PeptideStream
Reloadhttps://patch-diff.githubusercontent.com/Limsym/PeptideStream
Reloadhttps://patch-diff.githubusercontent.com/Limsym/PeptideStream
Limsym https://patch-diff.githubusercontent.com/Limsym
PeptideStreamhttps://patch-diff.githubusercontent.com/Limsym/PeptideStream
Notifications https://patch-diff.githubusercontent.com/login?return_to=%2FLimsym%2FPeptideStream
Fork 0 https://patch-diff.githubusercontent.com/login?return_to=%2FLimsym%2FPeptideStream
Star 5 https://patch-diff.githubusercontent.com/login?return_to=%2FLimsym%2FPeptideStream
5 stars https://patch-diff.githubusercontent.com/Limsym/PeptideStream/stargazers
0 forks https://patch-diff.githubusercontent.com/Limsym/PeptideStream/forks
Branches https://patch-diff.githubusercontent.com/Limsym/PeptideStream/branches
Tags https://patch-diff.githubusercontent.com/Limsym/PeptideStream/tags
Activity https://patch-diff.githubusercontent.com/Limsym/PeptideStream/activity
Star https://patch-diff.githubusercontent.com/login?return_to=%2FLimsym%2FPeptideStream
Notifications https://patch-diff.githubusercontent.com/login?return_to=%2FLimsym%2FPeptideStream
Code https://patch-diff.githubusercontent.com/Limsym/PeptideStream
Issues 0 https://patch-diff.githubusercontent.com/Limsym/PeptideStream/issues
Pull requests 0 https://patch-diff.githubusercontent.com/Limsym/PeptideStream/pulls
Actions https://patch-diff.githubusercontent.com/Limsym/PeptideStream/actions
Projects 0 https://patch-diff.githubusercontent.com/Limsym/PeptideStream/projects
Security 0 https://patch-diff.githubusercontent.com/Limsym/PeptideStream/security
Insights https://patch-diff.githubusercontent.com/Limsym/PeptideStream/pulse
Code https://patch-diff.githubusercontent.com/Limsym/PeptideStream
Issues https://patch-diff.githubusercontent.com/Limsym/PeptideStream/issues
Pull requests https://patch-diff.githubusercontent.com/Limsym/PeptideStream/pulls
Actions https://patch-diff.githubusercontent.com/Limsym/PeptideStream/actions
Projects https://patch-diff.githubusercontent.com/Limsym/PeptideStream/projects
Security https://patch-diff.githubusercontent.com/Limsym/PeptideStream/security
Insights https://patch-diff.githubusercontent.com/Limsym/PeptideStream/pulse
Brancheshttps://patch-diff.githubusercontent.com/Limsym/PeptideStream/branches
Tagshttps://patch-diff.githubusercontent.com/Limsym/PeptideStream/tags
https://patch-diff.githubusercontent.com/Limsym/PeptideStream/branches
https://patch-diff.githubusercontent.com/Limsym/PeptideStream/tags
27 Commitshttps://patch-diff.githubusercontent.com/Limsym/PeptideStream/commits/main/
https://patch-diff.githubusercontent.com/Limsym/PeptideStream/commits/main/
.ideahttps://patch-diff.githubusercontent.com/Limsym/PeptideStream/tree/main/.idea
.ideahttps://patch-diff.githubusercontent.com/Limsym/PeptideStream/tree/main/.idea
datahttps://patch-diff.githubusercontent.com/Limsym/PeptideStream/tree/main/data
datahttps://patch-diff.githubusercontent.com/Limsym/PeptideStream/tree/main/data
embeddinghttps://patch-diff.githubusercontent.com/Limsym/PeptideStream/tree/main/embedding
embeddinghttps://patch-diff.githubusercontent.com/Limsym/PeptideStream/tree/main/embedding
logshttps://patch-diff.githubusercontent.com/Limsym/PeptideStream/tree/main/logs
logshttps://patch-diff.githubusercontent.com/Limsym/PeptideStream/tree/main/logs
modelshttps://patch-diff.githubusercontent.com/Limsym/PeptideStream/tree/main/models
modelshttps://patch-diff.githubusercontent.com/Limsym/PeptideStream/tree/main/models
notebookhttps://patch-diff.githubusercontent.com/Limsym/PeptideStream/tree/main/notebook
notebookhttps://patch-diff.githubusercontent.com/Limsym/PeptideStream/tree/main/notebook
pipelinehttps://patch-diff.githubusercontent.com/Limsym/PeptideStream/tree/main/pipeline
pipelinehttps://patch-diff.githubusercontent.com/Limsym/PeptideStream/tree/main/pipeline
toolshttps://patch-diff.githubusercontent.com/Limsym/PeptideStream/tree/main/tools
toolshttps://patch-diff.githubusercontent.com/Limsym/PeptideStream/tree/main/tools
best_model.pthttps://patch-diff.githubusercontent.com/Limsym/PeptideStream/blob/main/best_model.pt
best_model.pthttps://patch-diff.githubusercontent.com/Limsym/PeptideStream/blob/main/best_model.pt
checkpoint.pthttps://patch-diff.githubusercontent.com/Limsym/PeptideStream/blob/main/checkpoint.pt
checkpoint.pthttps://patch-diff.githubusercontent.com/Limsym/PeptideStream/blob/main/checkpoint.pt
dataset.pyhttps://patch-diff.githubusercontent.com/Limsym/PeptideStream/blob/main/dataset.py
dataset.pyhttps://patch-diff.githubusercontent.com/Limsym/PeptideStream/blob/main/dataset.py
enhanced_model_guide.mdhttps://patch-diff.githubusercontent.com/Limsym/PeptideStream/blob/main/enhanced_model_guide.md
enhanced_model_guide.mdhttps://patch-diff.githubusercontent.com/Limsym/PeptideStream/blob/main/enhanced_model_guide.md
esm_loader.pyhttps://patch-diff.githubusercontent.com/Limsym/PeptideStream/blob/main/esm_loader.py
esm_loader.pyhttps://patch-diff.githubusercontent.com/Limsym/PeptideStream/blob/main/esm_loader.py
fragment.mdhttps://patch-diff.githubusercontent.com/Limsym/PeptideStream/blob/main/fragment.md
fragment.mdhttps://patch-diff.githubusercontent.com/Limsym/PeptideStream/blob/main/fragment.md
loss_history.csvhttps://patch-diff.githubusercontent.com/Limsym/PeptideStream/blob/main/loss_history.csv
loss_history.csvhttps://patch-diff.githubusercontent.com/Limsym/PeptideStream/blob/main/loss_history.csv
main.pyhttps://patch-diff.githubusercontent.com/Limsym/PeptideStream/blob/main/main.py
main.pyhttps://patch-diff.githubusercontent.com/Limsym/PeptideStream/blob/main/main.py
models.pyhttps://patch-diff.githubusercontent.com/Limsym/PeptideStream/blob/main/models.py
models.pyhttps://patch-diff.githubusercontent.com/Limsym/PeptideStream/blob/main/models.py
multi_feature_model.pyhttps://patch-diff.githubusercontent.com/Limsym/PeptideStream/blob/main/multi_feature_model.py
multi_feature_model.pyhttps://patch-diff.githubusercontent.com/Limsym/PeptideStream/blob/main/multi_feature_model.py
peptide_generator.pyhttps://patch-diff.githubusercontent.com/Limsym/PeptideStream/blob/main/peptide_generator.py
peptide_generator.pyhttps://patch-diff.githubusercontent.com/Limsym/PeptideStream/blob/main/peptide_generator.py
protein_embeddings.csvhttps://patch-diff.githubusercontent.com/Limsym/PeptideStream/blob/main/protein_embeddings.csv
protein_embeddings.csvhttps://patch-diff.githubusercontent.com/Limsym/PeptideStream/blob/main/protein_embeddings.csv
protein_embeddings.npyhttps://patch-diff.githubusercontent.com/Limsym/PeptideStream/blob/main/protein_embeddings.npy
protein_embeddings.npyhttps://patch-diff.githubusercontent.com/Limsym/PeptideStream/blob/main/protein_embeddings.npy
readme.mdhttps://patch-diff.githubusercontent.com/Limsym/PeptideStream/blob/main/readme.md
readme.mdhttps://patch-diff.githubusercontent.com/Limsym/PeptideStream/blob/main/readme.md
stability_models_comparison.mdhttps://patch-diff.githubusercontent.com/Limsym/PeptideStream/blob/main/stability_models_comparison.md
stability_models_comparison.mdhttps://patch-diff.githubusercontent.com/Limsym/PeptideStream/blob/main/stability_models_comparison.md
stability_pytorch_analysis.mdhttps://patch-diff.githubusercontent.com/Limsym/PeptideStream/blob/main/stability_pytorch_analysis.md
stability_pytorch_analysis.mdhttps://patch-diff.githubusercontent.com/Limsym/PeptideStream/blob/main/stability_pytorch_analysis.md
tqdm_progress_summary.mdhttps://patch-diff.githubusercontent.com/Limsym/PeptideStream/blob/main/tqdm_progress_summary.md
tqdm_progress_summary.mdhttps://patch-diff.githubusercontent.com/Limsym/PeptideStream/blob/main/tqdm_progress_summary.md
utils.pyhttps://patch-diff.githubusercontent.com/Limsym/PeptideStream/blob/main/utils.py
utils.pyhttps://patch-diff.githubusercontent.com/Limsym/PeptideStream/blob/main/utils.py
READMEhttps://patch-diff.githubusercontent.com/Limsym/PeptideStream
https://patch-diff.githubusercontent.com/Limsym/PeptideStream#-peptidestream-项目任务安排
https://patch-diff.githubusercontent.com/Limsym/PeptideStream#-已完成任务
https://patch-diff.githubusercontent.com/Limsym/PeptideStream#-项目模块拆解七大模块
https://patch-diff.githubusercontent.com/Limsym/PeptideStream#1️⃣-数据预处理模块
https://patch-diff.githubusercontent.com/Limsym/PeptideStream#2️⃣-模型构建模块
https://patch-diff.githubusercontent.com/Limsym/PeptideStream#3️⃣-性质预测模块
https://patch-diff.githubusercontent.com/Limsym/PeptideStream#4️⃣-模型训练与调试模块
https://patch-diff.githubusercontent.com/Limsym/PeptideStream#5️⃣-结果评估模块
https://patch-diff.githubusercontent.com/Limsym/PeptideStream#6️⃣-展示与发布模块
https://patch-diff.githubusercontent.com/Limsym/PeptideStream#7️⃣-拓展与进阶模块
https://patch-diff.githubusercontent.com/Limsym/PeptideStream#参考资料
https://doi.org/10.1093/bioinformatics/btae157https://doi.org/10.1093/bioinformatics/btae157
https://academic.oup.com/bioinformatics/article/40/4/btae157/7632735https://academic.oup.com/bioinformatics/article/40/4/btae157/7632735
Readme https://patch-diff.githubusercontent.com/Limsym/PeptideStream#readme-ov-file
Please reload this pagehttps://patch-diff.githubusercontent.com/Limsym/PeptideStream
Activityhttps://patch-diff.githubusercontent.com/Limsym/PeptideStream/activity
5 starshttps://patch-diff.githubusercontent.com/Limsym/PeptideStream/stargazers
0 watchinghttps://patch-diff.githubusercontent.com/Limsym/PeptideStream/watchers
0 forkshttps://patch-diff.githubusercontent.com/Limsym/PeptideStream/forks
Report repository https://patch-diff.githubusercontent.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2FLimsym%2FPeptideStream&report=Limsym+%28user%29
Releaseshttps://patch-diff.githubusercontent.com/Limsym/PeptideStream/releases
Packages 0https://patch-diff.githubusercontent.com/users/Limsym/packages?repo_name=PeptideStream
Contributors 2https://patch-diff.githubusercontent.com/Limsym/PeptideStream/graphs/contributors
Please reload this pagehttps://patch-diff.githubusercontent.com/Limsym/PeptideStream
Python 81.7% https://patch-diff.githubusercontent.com/Limsym/PeptideStream/search?l=python
Jupyter Notebook 18.3% https://patch-diff.githubusercontent.com/Limsym/PeptideStream/search?l=jupyter-notebook
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.