Branchless-nccl-router ver.JAX (GPUs cannot rest)
Eliminates if/else branches using jax.lax.psum for zero-jitter GPU sync.
Decentralized fault-tolerant fluidic control infrastructure via branchless C99 hardware MUX emulation and JAX/XLA gradient isolation gates.
Buzzword salad README with zero stars and no working demo.
Industrial control systems engineers
Eliminates if/else branches using jax.lax.psum for zero-jitter GPU sync.
SQLite with Raft consensus—etcd alternative that actually speaks SQL.
This repo compiles stochastic Petri-net control policies into sub-millisecond spiking LIF networks and pairs them with reduced-order plasma simulators and Rust acceleration — not something you see every day. It ships validation against real equilibria/shot databases and a Streamlit dashboard, so the project feels like a serious research-to-prototype pipeline rather than paper-only ideas; the tradeoff is deliberate reduced-order physics (not a TRANSP/GENE replacement), which is fair for real-time control work.
Branchless LLRD via float32 masks when standard JAX optimizers use conditional branching.
10M-node Byzantine FL is impressive; but GitHub release lacks runnable code or verifiable benchmarks.
First-class allocation primitive beats Postgres row locking for reservation systems.