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QML Essentials

Authors: Franz, Maja; Strobl, Melvin; Kuehn, Eileen; van der Horst, Lucas; Schillinger, Paul; Hunz, Jonathan; Wahl, Johannes;

QML Essentials

Abstract

What's Changed CH: Improved handling of randomness by @stroblme in https://github.com/cirKITers/qml-essentials/pull/226 Unify batch shape by @stroblme in https://github.com/cirKITers/qml-essentials/pull/228 Use JAX operations for entangelement computation by @majafranz in https://github.com/cirKITers/qml-essentials/pull/229 Restructuring of Ansatzes & Introducing Topologies by @stroblme in https://github.com/cirKITers/qml-essentials/pull/231 Adds shortcut wrapper for expressibility computation by @majafranz in https://github.com/cirKITers/qml-essentials/pull/235 Yaqsi by @stroblme in https://github.com/cirKITers/qml-essentials/pull/236 Bug: Upgrade to Pennylane ^0.41.x by @stroblme in https://github.com/cirKITers/qml-essentials/pull/174 Bump the uv group across 1 directory with 3 updates by @dependabot[bot] in https://github.com/cirKITers/qml-essentials/pull/244 Updating Docs by @stroblme in https://github.com/cirKITers/qml-essentials/pull/233 Bump dependabot/fetch-metadata from 2.3.0 to 2.5.0 by @dependabot[bot] in https://github.com/cirKITers/qml-essentials/pull/246 Visualisation updates and QOC improvements by @stroblme in https://github.com/cirKITers/qml-essentials/pull/245 Bump requests from 2.32.5 to 2.33.0 in the uv group across 1 directory by @dependabot[bot] in https://github.com/cirKITers/qml-essentials/pull/248 Bump dependabot/fetch-metadata from 2.5.0 to 3.0.0 by @dependabot[bot] in https://github.com/cirKITers/qml-essentials/pull/249 Randomness Fixes by @stroblme in https://github.com/cirKITers/qml-essentials/pull/247 Estimation of Concentratable Entanglement from Bell basis measurements by @JonathanHunz in https://github.com/cirKITers/qml-essentials/pull/250 Bump uv from 0.10.4 to 0.11.6 in the uv group across 1 directory by @dependabot[bot] in https://github.com/cirKITers/qml-essentials/pull/251 Bump pillow from 12.1.1 to 12.2.0 in the uv group across 1 directory by @dependabot[bot] in https://github.com/cirKITers/qml-essentials/pull/252 Bump pytest from 9.0.2 to 9.0.3 in the uv group across 1 directory by @dependabot[bot] in https://github.com/cirKITers/qml-essentials/pull/253 Bump dependabot/fetch-metadata from 3.0.0 to 3.1.0 by @dependabot[bot] in https://github.com/cirKITers/qml-essentials/pull/257 Documentation & Quality by @stroblme in https://github.com/cirKITers/qml-essentials/pull/254 Complex numbers in FCC pearson and spearman correlation methods by @stroblme in https://github.com/cirKITers/qml-essentials/pull/259 Complex numbers in Diffrax ODE solver by @stroblme in https://github.com/cirKITers/qml-essentials/pull/258 CPhase Gate implementation by @stroblme in https://github.com/cirKITers/qml-essentials/pull/262 Golomb Encoding by @stroblme in https://github.com/cirKITers/qml-essentials/pull/260 Generalized product operations by @stroblme in https://github.com/cirKITers/qml-essentials/pull/263 Add time dependency to Hamiltonian interaction picture by @majafranz in https://github.com/cirKITers/qml-essentials/pull/264 Full Changelog: https://github.com/cirKITers/qml-essentials/compare/0.1.38...0.2.0

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