Python · Apache-2.0
Netflix/metaflow
Build, Manage and Deploy AI/ML Systems
★ 10.3k
Stars
1.4k forks · 529 open issues
+2.1/day
Growth · measured
Stars counted between two of our own snapshots roughly a week apart. The repository page gives the exact span.
42.0
Momentum / 100
see the breakdown below
7y ago
Created
last push 3d ago
Star history
How this score was built
| Component | Weight | Earned | Why |
|---|---|---|---|
| Velocity | 55 | 9.5 | +2.1/day, log-scaled against a 750/day ceiling |
| Acceleration | 15 | 5.9 | last week ran 1.39× the monthly pace |
| Freshness | 15 | 15.0 | last push 3d ago; decays to zero at 180 days |
| Scale | 15 | 11.6 | 10.3k stars, log-scaled against 150k — stops a 3-star repo topping the board |
| Momentum | 100 | 42.0 | sum of the above |
Detail
| Topics | agentsaiawsazurecost-optimizationdatasciencedistributed-traininggcpgenerative-aihigh-performance-computingkubernetesllmllmopsmachine-learningmlml-infrastructureml-platformmlopsmodel-managementpython |
| Matched on | Dev Tools (kubernetes) |
| Short window | +15 stars over 7 days = 2.1/day |
| Long window | +40 stars over 26 days = 1.5/day |
| Lifetime average | 3.97 stars/day over 2,606 days |
| First seen here | 2026-10-11 |
| Last read | 2d ago |