alvaro-frank/3d-bpp
61
A production-grade Deep Reinforcement Learning project solving the 3D Bin Packing Problem. It features DQN and PPO agents, a custom Gym environment, MLOps integration with MLflow and DVC, and a FastAPI service for inference.
What's novel
A production-grade Deep Reinforcement Learning project solving the 3D Bin Packing Problem. It features DQN and PPO agents, a custom Gym environment, MLOps integration with MLflow and DVC, and a FastAPI service for inference.
Score Breakdown
Innovation
4 (25%)
Craft
62 (35%)
Traction
14 (15%)
Scope
59 (25%)
Signal breakdown
Innovation
Not Fork+1
Code Novelty+0
Unique Niche+1
Concept Novelty+2
Craft
Ci+5
Tests+3
Polish+0
Releases+0
Has License+5
Code Quality+12
Readme Quality+15
Recent Activity+7
Structure Quality+5
Commit Consistency+5
Has Dependency Mgmt+5
Traction
Forks+6
Stars+6
Hn Points+0
Watchers+0
Early Traction+0
Devto Reactions+0
Community Contribs+2
Scope
Commits+8
Languages+5
Subsystems+5
Bloat Penalty+0
Completeness+7
Contributors+6
Authored Files+12
Readme Code Match+3
Architecture Depth+5
Implementation Depth+8
Evidence
Commits
116
Contributors
2
Files
35
Active weeks
17
TestsCI/CDREADMELicenseContributing
Repository
Language
Python
Stars
3
Forks
1
License
MIT