A toolbox to make working with QML models easier.

This repo contains some of the commonly used Ansaetze and coding stuff required for working with QML and Data-Reuploading models. There are also dedicated classes to calculate entanglement and expressiblity of a provided model as well as its Fourier coefficients. Checkout our Arxiv Paper to learn more.

Curious? Installing this package is as simple as with any other package

pip install qml-essentials

or with the uv package manager:

uv add qml-essentials

Once you have set things up, go ahead and checkout how to use qml-essentials.

If you want to contribute, please refer to our CONTRIBUTING guide on Github.

Do you want to use our software in a research project? Please checkout the github repository and follow the instructions ("Cite this repository") there.