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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.

Installation#

The package is available at this index.

There are two installation methods:

Poetry#

  • poetry source add --priority=supplemental quantum https://ea3a0fbb-599f-4d83-86f1-0e71abe27513.ka.bw-cloud-instance.org/lc3267/quantum/+simple/
  • poetry add --source quantum qml-essentials

pip#

  • pip install --index-url https://ea3a0fbb-599f-4d83-86f1-0e71abe27513.ka.bw-cloud-instance.org/lc3267/quantum/+simple/ qml-essentials