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Classical Learning of Emulators and Denoisers of Quantum Circuits

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qcdenoise

(Classical) Machine Learning of quantum circuits executing ansatz built out of multipartite entangled Graph states.

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Description

TBD

Installation

To install qcdenoise:

pip install git+https://github.com/nlaanait/qcdenoise.git

Major Dependencies

  1. qiskit
  2. pytorch
  3. networkx

Usage

See examples

Development

structure

Below is a high-level structure of the package flow chart

testing

We use pytest to test the package. To run all tests

pytest tests

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Classical Learning of Emulators and Denoisers of Quantum Circuits

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