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docs: bump all version references to v0.6.5
- README.md: updated 'New in', environment, citation, and additions sections - PYPI_README.md: updated highlights and citation version - CHANGELOG.md: already had 0.6.5 entry - CITATION.cff, codemeta.json: version 0.6.5 - pyproject.toml, Cargo.toml, __init__.py: version 0.6.5
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PYPI_README.md

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@@ -144,7 +144,7 @@ Important boundaries:
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- GPU availability and performance depend on wheel build features, drivers, hardware, and runtime checks.
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- OpenCL support must be confirmed on the target machine or built under the appropriate licensed/custom configuration.
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- REST/API surfaces are for local experiments or controlled review unless separately hardened.
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- **v0.6.4**: CPU batch decoder now reaches 1.1M shots/s via AVX2 SIMD transpose. BP-OSD adds `decode_timed` with convergence cap. Blossom intra-decode Rayon parallelism. DecoderPool auto-Rayon on Windows.
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- **v0.6.5**: mypy-clean Python layer (zero type errors), test suite aligned with installed API, decoder name consistency (`union_find` canonical), all lint/type checks pass.
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Full methodology, reproducibility notes, and benchmark artifacts are in the GitHub repository:
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---
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## v0.6.4 Highlights
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## v0.6.5 Highlights
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| Feature | Description |
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| --- | --- |
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author = {Guillaume Lessard},
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title = {{QECTOR Decoder v3}: Rust/Python Quantum Error Correction Decoding Platform},
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year = {2026},
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version = {0.6.4},
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version = {0.6.5},
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url = {https://www.qector.store},
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note = {Source-available. Commercial license required for commercial use.}
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}

README.md

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---
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## New in v0.6.4
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## New in v0.6.5
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| Feature | Description |
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| --- | --- |
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## Validated evidence snapshot
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All public claims should cite an artifact, commit, command, machine, and version. The current package release is **v0.6.4**; checked-in evidence should be regenerated before making new performance claims.
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All public claims should cite an artifact, commit, command, machine, and version. The current package release is **v0.6.5**; checked-in evidence should be regenerated before making new performance claims.
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> **v0.6.4 additions**: AVX2 SIMD transpose (CPU batch 1.1M shots/s), BP-OSD convergence cap (`decode_timed`), Blossom intra-decode Rayon parallelism, DecoderPool auto-Rayon on Windows.
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> **v0.6.5 additions**: mypy-clean Python layer, test suite API fixes, decoder name consistency (`union_find` canonical).
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### MWPM parity against PyMatching
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Artifact: `benchmark_results/stim_ler_d13_d15.json`
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Environment: Windows 10/11 class x64 machine, Python 3.11+, QECTOR v0.6.4 + v3.3 Workbench, PyMatching 2.4+, Stim 1.16+, 20,000 shots per distance.
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Environment: Windows 10/11 class x64 machine, Python 3.11+, QECTOR v0.6.5 + v3.3 Workbench, PyMatching 2.4+, Stim 1.16+, 20,000 shots per distance.
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| Distance | QECTOR Blossom LER | PyMatching LER | QECTOR us/shot | PyMatching us/shot |
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| ---: | ---: | ---: | ---: | ---: |
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author = {Guillaume Lessard},
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title = {{QECTOR Decoder v3}: Rust/Python Quantum Error Correction Decoding Platform},
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year = {2026},
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version = {0.6.4},
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version = {0.6.5},
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url = {https://www.qector.store},
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note = {Source-available. Commercial license required for commercial use.}
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}

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