Python · MIT
gaorch85/Graph-of-States
[ICML 2026] A neuro-symbolic framework for abductive reasoning that grounds multi-agent collaboration in structured belief states using a causal graph and state machine.
★ 137
Stars
3 forks · 0 open issues
+5.0/wk
Growth · measured
Stars counted between two of our own snapshots roughly a week apart. The repository page gives the exact span.
20.5
Momentum / 100
see the breakdown below
9mo ago
Created
last push 2mo ago
Star history
How this score was built
| Component | Weight | Earned | Why |
|---|---|---|---|
| Velocity | 55 | 4.5 | +5.0/wk, log-scaled against a 750/day ceiling |
| Acceleration | 15 | 0.0 | needs 7-day and 30-day rates side by side |
| Freshness | 15 | 9.8 | last push 2mo ago; decays to zero at 180 days |
| Scale | 15 | 6.2 | 137 stars, log-scaled against 150k — stops a 3-star repo topping the board |
| Momentum | 100 | 20.5 | sum of the above |
Detail
| Topics | abductive-reasoningagentic-reasoningbelief-statecausal-graphicml-2026large-language-modelsllm-reasoningmulti-agent-systemsneuro-symbolic-aistate-machine |
| Matched on | LLM & Inference (large-language-models) |
| Short window | +5 stars over 7 days = 0.7/day |
| Long window | +-5 stars over 26 days = -0.2/day |
| Lifetime average | 0.47 stars/day over 290 days |
| First seen here | 2026-10-11 |
| Last read | 2d ago |