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Quantum error correction using graph nueral networks

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QEC_GNN

Quantum error correction using graph neural networks

Convert_data

  • gen_data: MCMC decoder
  • new_datacreator: From MCMC-decoder transform syndrome matrices to node feature- and edge list etc.
  • convert_datapytorch: Create graphs from edge list, node features etc.
  • clean_data: Remove graphs such that all remaining graphs are unique

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Quantum error correction using graph nueral networks

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