C · MIT
mit-han-lab/tinyengine
[NeurIPS 2020] MCUNet: Tiny Deep Learning on IoT Devices; [NeurIPS 2021] MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep Learning; [NeurIPS 2022] MCUNetV3: On-Device Training Under 256KB Memory
★ 968
Stars
165 forks · 38 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.
9.8
Momentum / 100
see the breakdown below
4y ago
Created
last push 23mo ago
Star history
How this score was built
| Component | Weight | Earned | Why |
|---|---|---|---|
| Velocity | 55 | 1.1 | +1.0/wk, log-scaled against a 750/day ceiling |
| Acceleration | 15 | 0.0 | last week ran 0.62× the monthly pace |
| Freshness | 15 | 0.0 | last push 23mo ago; decays to zero at 180 days |
| Scale | 15 | 8.7 | 968 stars, log-scaled against 150k — stops a 3-star repo topping the board |
| Momentum | 100 | 9.8 | sum of the above |
Detail
| Topics | ccodegeneratorcppdeep-learningedge-computingmicrocontrollerneural-architecture-searchpytorchquantizationtinyml |
| Matched on | Mechatronics (microcontroller) |
| Short window | +1 stars over 7 days = 0.1/day |
| Long window | +6 stars over 26 days = 0.2/day |
| Lifetime average | 0.63 stars/day over 1,534 days |
| First seen here | 2026-10-11 |
| Last read | 2d ago |