ewijaya/gflownet-peptide
41
GFlowNet-based therapeutic peptide design. Generates diverse, high-quality candidates (5.4x better diversity vs PPO/GRPO) to reduce correlated wet-lab failures. Published method with pre-trained models. Validated on FLIP & Propedia benchmarks.
What's novel
GFlowNet-based therapeutic peptide design. Generates diverse, high-quality candidates (5.4x better diversity vs PPO/GRPO) to reduce correlated wet-lab failures. Published method with pre-trained models. Validated on FLIP & Propedia benchmarks.
Score Breakdown
Innovation
5 (25%)
Craft
37 (35%)
Traction
8 (15%)
Scope
43 (25%)
Signal breakdown
Innovation
Not Fork+1
Code Novelty+0
Unique Niche+1
Concept Novelty+3
Craft
Ci-1
Tests+8
Polish+1
Releases+0
Has License+5
Code Quality+12
Readme Quality+15
Recent Activity+7
Structure Quality+5
Commit Consistency+4
Has Dependency Mgmt+5
Traction
Forks+0
Stars+6
Hn Points+0
Watchers+0
Early Traction+5
Devto Reactions+0
Community Contribs+2
Scope
Commits+8
Languages+5
Subsystems+13
Bloat Penalty+0
Completeness+7
Contributors+6
Authored Files+15
Readme Code Match+3
Architecture Depth+7
Implementation Depth+8
Evidence
Commits
266
Contributors
2
Files
253
Active weeks
6
TestsCI/CDREADMELicenseContributing
Repository
Language
Python
Stars
3
Forks
0
License
MIT