Published May 7, 2026 | Version 0.2.0
Software Open

QML Essentials

Authors/Creators

Description

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

Notes

If you use this software, please cite it as below.

Files

cirKITers/qml-essentials-0.2.0.zip

Files (8.4 MB)

Name Size Download all
md5:9be9b2618046d80ac7e705b94c9d6fba
8.4 MB Preview Download

Additional details

Related works

Is supplement to
Software: https://github.com/cirKITers/qml-essentials/tree/0.2.0 (URL)

Software

Repository URL
https://github.com/cirKITers/qml-essentials