Neural Network Decoders for Quantum Error Correcting Codes
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README.md
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train_network.py

README.md

Neural Network Decoders for Quantum Error Correcting Codes

See: https://www.nature.com/articles/s41598-017-11266-1

Make your own decoder with:

train_network.py 5 output.model \
  --onthefly 10000000 50000 \
  --Xstab --Zstab \
  --epochs 10 --prob 0.9 \
  --learningrate .000001 --normcenterstab --layers 4 4 4 4 4 4 4

Test a network by adding the --eval flag.

See train_network.py -h for description of each flag.