MQT Predictor 2.4.0 Release

👀 What Changed

Please refer to the changelog and the upgrade guide for a structured overview of the changes.

🚀 Features and Enhancements

• ✨ Add RL truncation (#697) (@flowerthrower)
• Integrate tracer functionality to support MQT FlowViz (#714) (@linus-hologram)
• ♻️ Refactor RL actions by SDK (#680) (@flowerthrower)
• 🎨 Improve state machine logic (#677) (@flowerthrower)

🐛 Bug Fixes

• 🎨 Improve state machine logic (#677) (@flowerthrower)
• 🐛 Support BQSKit conversion of IQM's native r gate (#679) (@flowerthrower)
• Fix instruction duration unit in estimated success probability calculation (#445) (@Shaobo-Zhou)
• Remove custom path for saving trained model (#489) (@bachase)
• ✅ Fix test that fails with Qiskit 2.2.0 (#470) (@denialhaag)
• 🐛 Fix broken check condition in CI (#458) (@burgholzer)
• 🐛 Use basis_gates instead of target for checking native gates (#428) (@Shaobo-Zhou)

📄 Documentation

• 🔖 Prepare release of v2.4.0 (#730) (@denialhaag)
• 📝 Update templated files (#729) (@mqt-app[bot])
• 🔧 Set up rumdl (#728) (@denialhaag)
• 📝 Update templated files (#719) (@mqt-app[bot])
• 🔧 Maintenance round (#709) (@denialhaag)
• 📝 Update templated files (#708) (@mqt-app[bot])
• 🎨 Streamline conf.py (#650) (@denialhaag)
• 📝 Update templated files (#611) (@mqt-app[bot])
• 📝 Update templated files (#607) (@mqt-app[bot])
• 📝 Update templated files (#566) (@mqt-app[bot])
• 📄 Update license to 2026 (#567) (@denialhaag)
• 📝 Update templated files (#544) (@mqt-app[bot])
• 📝 Update templated files (#523) (@mqt-app[bot])
• 📝 Update templated files (#487) (@mqt-app[bot])
• 📝 Update upgrade guide (#469) (@denialhaag)
• 📝 Update templated files (#460) (@mqt-app[bot])
• 📝 Improve changelog and upgrade guide (#450) (@denialhaag)
• 📝 Update templated files (#444) (@mqt-app[bot])
• 📝 Update templated files (#442) (@mqt-app[bot])
• ❤️ Add support option (#431) (@denialhaag)
• Fix minor typos (#426) (@q-inho)

🤖 CI

• 🔧 Maintenance round (#645) (@denialhaag)
• ⬆️ Update runners and prek checks (#582) (@denialhaag)
• 👷 Fix version of pypa/gh-action-pypi-publish Action (#453) (@denialhaag)
• 🐛 Fix broken check condition in CI (#458) (@burgholzer)
• 👷 Update workflows and pre-commit config (#452) (@denialhaag)

🧹 Code Quality

• 🔧 Set up rumdl (#728) (@denialhaag)
• 🔧 Maintenance round (#645) (@denialhaag)
• 🔧 Replace mypy with ty (#572) (@denialhaag)
• 🔧 Modernize DX and configuration (#527) (@denialhaag)

⬆️ Dependencies

237 changes

• 🔧 Set up rumdl (#728) (@denialhaag)
• ⬆️🔒️ Lock file maintenance (#727) (@renovate[bot])
• ⬆️🩹 Update pre-commit hook adhtruong/mirrors-typos to v1.48.0 (#726) (@renovate[bot])
• ⬆️🩹 Update patch updates (#725) (@renovate[bot])
• ⬆️🔒️ Lock file maintenance (#722) (@renovate[bot])
• ⬆️🩹 Update pre-commit hook rbubley/mirrors-prettier to v3.9.1 (#721) (@renovate[bot])
• ⬆️🩹 Update pre-commit hook rbubley/mirrors-prettier to v3.8.5 (#720) (@renovate[bot])
• ⬆️🩹 Update release-drafter/release-drafter action to v7.5.1 (#718) (@renovate[bot])
• ⬆️🩹 Update patch updates (#717) (@renovate[bot])
• ⬆️🩹 Update minor stable updates (#716) (@renovate[bot])
• ⬆️🩹 Update patch updates (#715) (@renovate[bot])
• ⬆️🔒️ Lock file maintenance (#712) (@renovate[bot])
• ⬆️👨‍💻 Update munich-quantum-toolkit/workflows action to v2.2.0 (#713) (@renovate[bot])
• ⬆️🩹 Update patch updates (#710) (@renovate[bot])
• ⬆️🩹 Update minor stable updates to v2026.06.12 (#711) (@renovate[bot])
• 🔧 Maintenance round (#709) (@denialhaag)
• ⬆️👨‍💻 Update munich-quantum-toolkit/templates action to v1.3.1 (#707) (@renovate[bot])
• ⬆️🔒️ Lock file maintenance (#706) (@renovate[bot])
• ⬆️👨‍💻 Update munich-quantum-toolkit/workflows action to v2.1.1 (#705) (@renovate[bot])
• ⬆️🩹 Update patch updates (#704) (@renovate[bot])
• ⬆️🔒️ Lock file maintenance (#701) (@renovate[bot])
• ⬆️🩹 Update patch updates (#702) (@renovate[bot])
• ⬆️🐍 Update dependency ty to v0.0.40 (#698) (@renovate[bot])
• ⬆️🩹 Update patch updates (#699) (@renovate[bot])
• ⬆️🩹 Update minor stable updates to v1.47.0 (#700) (@renovate[bot])
• ⬆️🩹 Update patch updates (#696) (@renovate[bot])
• ⬆️🐍 Update dependency ty to v0.0.39 (#695) (@renovate[bot])
• ⬆️🔒️ Lock file maintenance (#694) (@renovate[bot])
• ⬆️🩹 Update pre-commit hook adhtruong/mirrors-typos to v1.46.2 (#693) (@renovate[bot])
• ⬆️🐍 Update dependency ty to v0.0.37 (#692) (@renovate[bot])
• ⬆️👨‍💻 Update munich-quantum-toolkit/workflows action to v2 (#691) (@renovate[bot])
• ⬆️🐍 Update dependency ty to v0.0.36 (#688) (@renovate[bot])
• ⬆️🩹 Update actions/create-github-app-token action to v3.2.0 (#690) (@renovate[bot])
• ⬆️🩹 Update patch updates (#689) (@renovate[bot])
• ⬆️🔒️ Lock file maintenance (#687) (@renovate[bot])
• ⬆️🐍 Update dependency ty to v0.0.35 (#686) (@renovate[bot])
• ⬆️🩹 Update pre-commit hook adhtruong/mirrors-typos to v1.46.1 (#685) (@renovate[bot])
• ⬆️🩹 Update pre-commit hook astral-sh/uv-pre-commit to v0.11.12 (#684) (@renovate[bot])
• ⬆️🩹 Update minor stable updates (#683) (@renovate[bot])
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• ⬆️🔒️ Lock file maintenance (#663) (@renovate[bot])
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• ⬆️🐍 Update dependency ty to v0.0.34 (#659) (@renovate[bot])
• ⬆️🩹 Update pre-commit hook adhtruong/mirrors-typos to v1.46.0 (#661) (@renovate[bot])
• ⬆️🩹 Update patch updates (#660) (@renovate[bot])
• ⬆️🔒️ Lock file maintenance (#658) (@renovate[bot])
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• ⬆️🔒️ Lock file maintenance (#654) (@renovate[bot])
• ⬆️🐍 Update dependency ty to v0.0.31 (#652) (@renovate[bot])
• ⬆️🩹 Update patch updates (#653) (@renovate[bot])
• 🔧 Reconfigure prek priorities (#651) (@denialhaag)
• ⬆️🔒️ Lock file maintenance (#630) (@renovate[bot])
• ⬆️🩹 Update pre-commit hook henryiii/validate-pyproject-schema-store to v2026.04.11 (#649) (@renovate[bot])
• ⬆️🩹 Update actions/create-github-app-token action to v3.1.1 (#648) (@renovate[bot])
• ⬆️🩹 Update minor stable updates (#647) (@renovate[bot])
• ⬆️🩹 Update patch updates (#646) (@renovate[bot])
• 🔧 Maintenance round (#645) (@denialhaag)
• Bump pillow from 12.1.1 to 12.2.0 in the uv group across 1 directory (#642) (@dependabot[bot])
• ⬆️🩹 Update dependency pytest to v9.0.3 [SECURITY] (#643) (@renovate[bot])
• ⬆️🐍 Update dependency ty to v0.0.29 (#637) (@renovate[bot])
• Bump cryptography from 46.0.6 to 46.0.7 in the uv group across 1 directory (#636) (@dependabot[bot])
• ⬆️👨‍💻 Update munich-quantum-toolkit/workflows action to v1.18.1 (#639) (@renovate[bot])
• ⬆️🩹 Update minor stable updates (#640) (@renovate[bot])
• ⬆️🩹 Update patch updates (#638) (@renovate[bot])
• ⬆️🩹 Update pre-commit hook henryiii/validate-pyproject-schema-store to v2026.03.29 (#634) (@renovate[bot])
• ⬆️🐍 Update dependency ty to v0.0.26 (#631) (@renovate[bot])
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• ⬆️🩹 Update patch updates (#632) (@renovate[bot])
• ⬆️🐍 Update dependency ty to v0.0.24 (#625) (@renovate[bot])
• Bump cryptography from 46.0.5 to 46.0.6 in the uv group across 1 directory (#628) (@dependabot[bot])
• ⬆️🩹 Update release-drafter/release-drafter action to v7.1.1 (#627) (@renovate[bot])
• ⬆️🩹 Update patch updates (#626) (@renovate[bot])
• Bump requests from 2.32.5 to 2.33.0 in the uv group across 1 directory (#624) (@dependabot[bot])
• ⬆️🔒️ Lock file maintenance (#623) (@renovate[bot])
• ⬆️🔒️ Lock file maintenance (#617) (@renovate[bot])
• ⬆️👨‍💻 Update release-drafter/release-drafter action to v7 (#621) (@renovate[bot])
• ⬆️🩹 Update pre-commit hook henryiii/validate-pyproject-schema-store to v2026.03.15 (#622) (@renovate[bot])
• ⬆️🐍 Update dependency ty to v0.0.23 (#618) (@renovate[bot])
• ⬆️👨‍💻 Update actions/create-github-app-token action to v3 (#620) (@renovate[bot])
• ⬆️🩹 Update patch updates (#619) (@renovate[bot])
• ⬆️🐍 Update dependency ty to v0.0.21 (#612) (@renovate[bot])
• ⬆️🩹 Update release-drafter/release-drafter action to v6.4.0 (#616) (@renovate[bot])
• ⬆️🪝 Update pre-commit hook scientific-python/cookie to v2026 (#615) (@renovate[bot])
• ⬆️🩹 Update patch updates (#613) (@renovate[bot])
• ⬆️🩹 Update minor stable updates (#614) (@renovate[bot])
• 👷 Update templating workflow (#610) (@denialhaag)
• Bump tornado from 6.5.4 to 6.5.5 in the uv group across 1 directory (#609) (@dependabot[bot])
• ⬆️🔒️ Lock file maintenance (#608) (@renovate[bot])
• ⬆️👨‍💻 Update patch versions (#606) (@renovate[bot])
• ⬆️🔒️ Lock file maintenance (#605) (@renovate[bot])
• ⬆️👨‍💻 Update munich-quantum-toolkit/workflows action to v1.17.14 (#604) (@renovate[bot])
• ⬆️👨‍💻 Update actions/attest-build-provenance action to v4 (#601) (@renovate[bot])
• ⬆️👨‍💻 Update actions/download-artifact action to v8 (#602) (@renovate[bot])
• ⬆️🪝 Update pre-commit hook python-jsonschema/check-jsonschema to v0.37.0 (#600) (@renovate[bot])
• ⬆️🪝 Update pre-commit hook adhtruong/mirrors-typos to v1.44.0 (#603) (@renovate[bot])
• ⬆️🪝 Update patch versions (#599) (@renovate[bot])
• ⬆️🔒️ Lock file maintenance (#598) (@renovate[bot])
• ⬆️🔒️ Lock file maintenance (#597) (@renovate[bot])
• ⬆️🪝 Update patch versions (#595) (@renovate[bot])
• ⬆️🪝 Update patch versions (#592) (@renovate[bot])
• ⬆️🔒️ Lock file maintenance (#594) (@renovate[bot])
• Bump pillow from 12.1.0 to 12.1.1 in the uv group across 1 directory (#591) (@dependabot[bot])
• ⬆️🪝 Update pre-commit hook henryiii/validate-pyproject-schema-store to v2026.02.15 (#593) (@renovate[bot])
• Bump cryptography from 46.0.4 to 46.0.5 in the uv group across 1 directory (#590) (@dependabot[bot])
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• ⬆️ Update runners and prek checks (#582) (@denialhaag)
• ⬆️🔒️ Lock file maintenance (#583) (@renovate[bot])
• Bump protobuf from 6.33.4 to 6.33.5 in the uv group across 1 directory (#581) (@dependabot[bot])
• ⬆️🪝 Update patch versions (#579) (@renovate[bot])
• ⬆️👨‍💻 Update actions/attest-build-provenance action to v3.2.0 (#580) (@renovate[bot])
• ⬆️🔒️ Lock file maintenance (#578) (@renovate[bot])
• ⬆️🐍 Update dependency ty to v0.0.13 (#577) (@renovate[bot])
• 🔧 Replace mypy with ty (#572) (@denialhaag)
• ⬆️👨‍💻 Update release-drafter/release-drafter action to v6.2.0 (#576) (@renovate[bot])
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• ⬆️🪝 Update patch versions (#575) (@renovate[bot])
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• ⬆️🔒️ Lock file maintenance (#569) (@renovate[bot])
• ⬆️🔒️ Lock file maintenance (#568) (@renovate[bot])
• ⬆️👨‍💻 Update munich-quantum-toolkit/workflows action to v1.17.10 (#560) (@renovate[bot])
• ⬆️🔒️ Lock file maintenance (#561) (@renovate[bot])
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• ⬆️🔒️ Lock file maintenance (#555) (@renovate[bot])
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• ⬆️🔒️ Lock file maintenance (#553) (@renovate[bot])
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• ⬆️🪝 Update patch updates (#549) (@renovate[bot])
• ⬆️👨‍💻 Update actions/attest-build-provenance action to v3.1.0 (#550) (@renovate[bot])
• ⬆️🔒️ Lock file maintenance (#546) (@renovate[bot])
• ⬆️🪝 Update patch updates (#545) (@renovate[bot])
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• 📝 Update templated files (#544) (@mqt-app[bot])
• ⬆️👨‍💻 Update munich-quantum-toolkit/templates action to v1.1.11 (#543) (@renovate[bot])
• ⬆️👨‍💻 Update actions/create-github-app-token action to v2.2.1 (#538) (@renovate[bot])
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• 🔧 Modernize DX and configuration (#527) (@denialhaag)
• ⬆️👨‍💻 Update munich-quantum-toolkit/workflows action to v1.17.3 (#528) (@renovate[bot])
• ⬆️🔒️ Lock file maintenance (#525) (@renovate[bot])
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• ⬆️🪝 Update pre-commit hook crate-ci/typos to v1.37.2 (#477) (@renovate[bot])
• ⬆️🪝 Update pre-commit hook astral-sh/ruff-pre-commit to v0.13.3 (#476) (@renovate[bot])
• ⬆️🔒️ Lock file maintenance (#475) (@renovate[bot])
• ⬆️🪝 Update pre-commit hook crate-ci/typos to v1.36.3 (#473) (@renovate[bot])
• ⬆️🪝 Update pre-commit hook astral-sh/ruff-pre-commit to v0.13.2 (#472) (@renovate[bot])
• ⬆️🔒️ Lock file maintenance (#467) (@renovate[bot])
• ⬆️🪝 Update pre-commit hook pre-commit/mirrors-mypy to v1.18.2 (#465) (@renovate[bot])
• ⬆️🪝 Update pre-commit hook python-jsonschema/check-jsonschema to v0.34.0 (#466) (@renovate[bot])
• ⬆️🪝 Update pre-commit hook astral-sh/ruff-pre-commit to v0.13.1 (#464) (@renovate[bot])
• 👷 Fix minimums nox session (#468) (@denialhaag)
• ⬆️👨‍💻 Pin dependencies (#446) (@renovate[bot])
• ⬆️👨‍💻 Update release-drafter/release-drafter action to v6.1.0 (#462) (@renovate[bot])
• ⬆️👨‍💻 Update actions/create-github-app-token action to v2.1.4 (#461) (@renovate[bot])
• ⬆️🔒️ Lock file maintenance (#463) (@renovate[bot])
• ⬆️🪝 Update pre-commit hook adamchainz/blacken-docs to v1.20.0 (#455) (@renovate[bot])
• ⬆️🪝 Update pre-commit hook pre-commit/mirrors-mypy to v1.18.1 (#456) (@renovate[bot])
• ⬆️👨‍💻 Update munich-quantum-toolkit/templates action to v1.1.6 (#454) (@renovate[bot])
• 👷 Update workflows and pre-commit config (#452) (@denialhaag)
• ⬆️🔒️ Lock file maintenance (#451) (@renovate[bot])
• ⬆️🪝 Update pre-commit hook crate-ci/typos to v1.36.2 (#448) (@renovate[bot])
• ⬆️🪝 Update pre-commit hook astral-sh/ruff-pre-commit to v0.12.12 (#447) (@renovate[bot])
• ⬆️👨‍💻 Update munich-quantum-toolkit/templates action to v1.1.5 (#443) (@renovate[bot])
• ⬆️🪝 Update pre-commit hook crate-ci/typos to v1.35.8 (#437) (@renovate[bot])
• ⬆️🪝 Update pre-commit hook astral-sh/ruff-pre-commit to v0.12.11 (#434) (@renovate[bot])
• ⬆️🐍 Update dependency torch to >=2.8.0,<2.9.0 (#433) (@renovate[bot])
• ⬆️🪝 Update pre-commit hook python-jsonschema/check-jsonschema to v0.33.3 (#435) (@renovate[bot])
• ⬆️🪝 Update pre-commit hook pre-commit/pre-commit-hooks to v6 (#441) (@renovate[bot])
• ⬆️🪝 Update pre-commit hook emzeat/mz-lictools to v2.8.0 (#438) (@renovate[bot])
• ⬆️👨‍💻 Update munich-quantum-toolkit/templates action to v1.1.2 (#436) (@renovate[bot])
• ⬆️👨‍💻 Update actions/download-artifact action to v5 (#440) (@renovate[bot])
• ⬆️👨‍💻 Update actions/attest-build-provenance action to v3 (#439) (@renovate[bot])
• ⬆️🐍 Lock file maintenance (#427) (@renovate[bot])
• ⬆️🐍 Update dependency torch to >=2.7.1,<2.8.0 (#423) (@renovate[bot])
• ⬆️👨‍💻 Update munich-quantum-toolkit/workflows action to v1.16 (#421) (@renovate[bot])
• ⬆️🪝 Update pre-commit hook pre-commit/mirrors-mypy to v1.17.1 (#425) (@renovate[bot])
• ⬆️🪝 Update pre-commit hook astral-sh/ruff-pre-commit to v0.12.7 (#424) (@renovate[bot])

Full Changelog: v2.3.0...v2.4.0