Source-available Rust/Python quantum error correction decoder package with MWPM, Union-Find, BP-OSD, LDPC/qLDPC, CUDA batch decoding, PyMatching/Stim validation, and reproducible benchmark artifacts.
Neural vs. classical decoders for the surface code: benchmarking MWPM, CNN, and Transformers on simulated and real IBM quantum hardware.
Reproduction of 'Testing the Accuracy of Surface Code Decoders' (arXiv:2311.12503): exact MWPM vs optimal maximum-likelihood decoder.
A benchmarking framework for surface-code decoders: MWPM, union-find and belief propagation compared on accuracy, runtime and memory.
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