Repository · MIT
eugeneyan/ml-surveys
📋 Survey papers summarizing advances in deep learning, NLP, CV, graphs, reinforcement learning, recommendations, graphs, etc.
★ 2.9k
Stars
290 forks · 2 open issues
−1.0/wk
Growth · measured
Stars counted between two of our own snapshots roughly a week apart. The repository page gives the exact span.
10.0
Momentum / 100
see the breakdown below
6y ago
Created
last push 3y ago
Star history
How this score was built
| Component | Weight | Earned | Why |
|---|---|---|---|
| Velocity | 55 | 0.0 | −1.0/wk, log-scaled against a 750/day ceiling |
| Acceleration | 15 | 0.0 | needs 7-day and 30-day rates side by side |
| Freshness | 15 | 0.0 | last push 3y ago; decays to zero at 180 days |
| Scale | 15 | 10.0 | 2.9k stars, log-scaled against 150k — stops a 3-star repo topping the board |
| Momentum | 100 | 10.0 | sum of the above |
Detail
| Topics | computer-visiondeep-learningembeddingsmachine-learningnlprecommender-systemreinforcement-learningsurvey |
| Matched on | RAG (embeddings) |
| Short window | +-1 stars over 7 days = -0.1/day |
| Long window | +-2 stars over 26 days = -0.1/day |
| Lifetime average | 1.27 stars/day over 2,280 days |
| First seen here | 2026-10-11 |
| Last read | 2d ago |