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Quantum Conformal Prediction (QCP)

This repository contains code for "Quantum Conformal Prediction for Reliable Uncertainty Quantification in Quantum Machine Learning" - Sangwoo Park and Osvaldo Simeone.

Dependencies

This program is written in python 3.9.7 and uses PyTorch 1.10.2.

Basic Usage

Unsupervised Learning (Density Learning for Classical Data)

Supervised Learning (Regression for Classical Data)

Quantum Data Classification