Python
harvard-edge/cs249r_book
Machine Learning Systems: Foundations, Scaling, Agentic AI, and Physical AI (Vols I–IV) • Harvard CS249r | https://mlsysbook.ai
★ 30k
Stars
3.7k forks · 17 open issues
+34/day
Growth · measured
Stars counted between two of our own snapshots roughly a week apart. The repository page gives the exact span.
57.6
Momentum / 100
see the breakdown below
3y ago
Created
last push 3d ago
Star history
How this score was built
| Component | Weight | Earned | Why |
|---|---|---|---|
| Velocity | 55 | 29.6 | +34/day, log-scaled against a 750/day ceiling |
| Acceleration | 15 | 0.0 | last week ran 0.86× the monthly pace |
| Freshness | 15 | 15.0 | last push 3d ago; decays to zero at 180 days |
| Scale | 15 | 13.0 | 30k stars, log-scaled against 150k — stops a 3-star repo topping the board |
| Momentum | 100 | 57.6 | sum of the above |
Detail
| Topics | agentic-aiai-agentsartificial-intelligencecloud-mlcomputer-systemscoursewaredeep-learningedge-machine-learningembedded-mlembodied-aimachine-learningmachine-learning-systemsmlsysmobile-mlphysical-airoboticstextbooktinyml |
| Matched on | AI Agents (agentic-ai, ai-agents) Robotics (robotics) |
| Short window | +240 stars over 7 days = 34.3/day |
| Long window | +1k stars over 26 days = 39.8/day |
| Lifetime average | 25.93 stars/day over 1,156 days |
| First seen here | 2026-10-11 |
| Last read | 2d ago |