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VQOCC

This is an implementation of Variational Quantum One-Class Classifier (VQOCC) in our preprint https://arxiv.org/abs/2210.02674

It uses open-source quantum circuit simulator, Qibo https://qibo.readthedocs.io/

It represents the variational quantum algorithm for one-class classification problems using Quantum Autoencoder structure.

The code implementation includes the applications to a Handwritten digit dataset with scikit-learn and Fashion-MNIST dataset.

You have two options for data encoding scheme, one is amplitude encoding and the other is Flexible Representation of Quantum Images (FRQI) encoding.

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