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QML datasets for generative learning

This repository contains the source code used to generate six datasets for quantum generative machine learning that feature in PennyLane datasets:

  • Binary Blobs
  • Ising
  • Binarized MNIST
  • D-Wave
  • Scale Free Network
  • Genomic

Each dataset contains binary vectors. Hierarchical data format files can be generated by running the corresponding python scripts and are stored in ./datasets.

The Binary Blobs, Ising and Scale Free Network dataset require the qml_benchmarks pacakge avaliable at https://github.com/XanaduAI/qml-benchmarks.

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Datasets for generative quantum machine learning

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