Mitiq Files

Version 1.0.0

(Full Changelog)

Highlights

🎉 Mitiq 1.0 is here!

After more than six years of development, 50 releases, and 1,700 commits by 96 contributors, Mitiq's version will finally reflect the project's stability. This milestone marks a commitment to a stable public API for the core error mitigation techniques (ZNE, PEC, DDD, LRE, CDR, REM, and PT) governed by semantic versioning. Future breaking changes to these modules will require a new major version.

This release also introduces the mitiq.experimental module which houses techniques whose APIs are still evolving and being tested (PEA, Shadows, VD, and the brand new TREX). Experimental techniques emit a FutureWarning on import to remind users that their interfaces may change. Feedback on these techniques is especially helpful!

Rounding out the release is a complete user guide for Probabilistic Error Amplification (PEA), a bug fix for ZNE that has gone unnoticed since ZNE was added, and the addition of Twirled Readout Error eXtinction (TREX) as Mitiq's newest (experimental) error mitigation technique.

Thank you to every contributor who has helped build Mitiq since 2020!

Special thanks to @vprusso, @cosenal, and first-time contributors @carpo3005, @axif0, and @bubai2000 for their work in this release!

🚨 Breaking Changes

• mitiq.pea, mitiq.shadows, and mitiq.vd are no longer accessible from the top-level mitiq namespace. Code using from mitiq import pea (or shadows/vd) will raise an ImportError and must be updated.

diff -from mitiq import pea +from mitiq.experimental import pea

These techniques are now part of mitiq.experimental, which signals that their APIs may change without notice and are not covered by Mitiq's semantic versioning guarantees. A FutureWarning is emitted on import.

• Move less tested techniques to experimental module (#2966) [@natestemen]

✨ Enhancements

• feat: trex qem technique (#2934) [@vprusso]

🐛 Bug Fixes

• Fix PolyExpFactory.extrapolate() bug (#2941) [@carpo3005]
• fix cost when ideal executor is being used (#2951) [@natestemen]
• fix module import issues (#2954) [@natestemen]

📓 Documentation

• PEA user guide (#2933) [@natestemen]
• Shadows tutorials cleaning (#2964) [@natestemen]
• Clean up shadows code (#2965) [@natestemen]
• clean up pennylane tutorial (#2950) [@natestemen]
• :func: for function references and Restores the missing Pauli fidelity formula (#2958) [@axif0]
• Add calibration benchmark script for average ZNE improvement (#2960) [@axif0]

🧑🏽‍💻 Developer Improvements

• add AI contribution policy (#2974) [@natestemen]
• remove mention of AUTHORS file (#2971) [@natestemen]
• Replace deprecated actions/create-release with GitHub CLI method (#2956) [@bubai2000]
• simplify docs build set up (#2948) [@natestemen]
• Make docs-build workflow more frugal (#2953) [@cosenal]
• move coverage config to pyproject.toml (#2947) [@natestemen]
• Fix Codecov base head (#2969) [@cosenal]

📦 Dependency Updates

• Bump pennylane from 0.43.1 to 0.44.1 (#2968) [@dependabot]
• Bump wheel to 0.46.3 (#2967) [@cosenal]
• Bump qibo from 0.2.23 to 0.3.1 (#2944) [@dependabot]
• Bump numba from 0.63.1 to 0.64.0 (#2946) [@dependabot]
• Bump types-tabulate from 0.9.0.20241207 to 0.10.0.20260308 (#2945) [@dependabot]
• Bump tornado from 6.5.2 to 6.5.5 (#2952) [@dependabot]
• Bump pyjwt from 2.10.1 to 2.12.0 (#2957) [@dependabot]
• Bump pyasn1 from 0.6.2 to 0.6.3 (#2962) [@dependabot]

🙌 All-time Contributors

Mitiq 1.0 belongs to everyone who has ever taken part in this project, through code, issues, reviews, or simply using the library and sharing feedback. A very special thanks to all who committed code over the years:

@natestemen, @andreamari, @rmlarose, @nathanshammah, @purva-thakre, @Misty-W, @willzeng, @crazy4pi314, @L-P-B, @cosenal, @karalekas, @b-goldsmith, @andre-a-alves, @Aaron-Robertson, @jordandsullivan, @FarLab, @amirebrahimi, @Min-Li, @nickdgardner, @Shivansh20128, @vprusso, @q-inho, @paniash, @elmandouh, @bubakazouba, @ACE07-Sev, @kozhukalov, @Rahul-Mistri, @DSamuel1, @yhindy, @obliviateandsurrender, @maloleroy, @lockwo, @gluonhiggs, @francescsabater, @axif0, @YuNariai, @EmilianoG-byte, @yitchen-tim, @vtomole, @vrajan1996, @sukrucildirr, @smburdick, @sid1993, @schrodinteq, @sanketsharma, @orisus42, @omahs, @nylewong, @muddi900, @mstechly, @mbrotos, @marwahaha, @lifechange777, @khknopp, @k-m-schultz, @jpacold, @isaac-gs, @grmlarose, @farzadkianvash, @ecarlander, @dubeyPraY, @deji725, @ckissane, @chrispy-chicken, @carpo3005, @bubai2000, @ZhaoyiLi-HekJukZaaiZyuJan, @Yash-10, @WingCode, @RubidgeCarrie, @NnguyenHTommy, @MZuhairKhan, @MChang360686, @LogMoss, @LaurentAjdnik, @Jegbrz, @JMuff22, @DHuybrechts, @BobinMathew, @AkashNarayanan, @1ucian0.