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neural-decoder

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bledden / pathfinder

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Open-source QEC decoders: Pathfinder — a direction-aware neural surface-code decoder (real-time-budget Triton kernel) whose multi-seed ensemble lowers logical error below the prior open-source GNN at operational noise rates — plus a kernel-grounded, MLE-anchored latency–LER benchmark for circuit-level qLDPC (bivariate-bicycle) codes.

quantum-computing triton quantum-error-correction surface-code qldpc pymatching neural-decoder
  • Updated Jul 3, 2026
  • Python

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