The official implementation for ICLR25 paper "Beyond Circuit Connections: A Non-Message Passing Graph Transformer Approach Towards Quantum Error Mitigation"
- python == 3.10.8
- torch == 2.4.0
- torch-geometric == 2.5.3
- qiskit == 0.46.2
- qiskit-aer == 0.13.3
Download a sample dataset from all-6-trotter-incoherent or generate your own dataset via code in the circ_and_data_gen folder
For GTranQEM, please run
$ pip install -r requirement.txt
$ python train.py ev_6bit_trotter_allYou can modify the model hyperparameters in exp/ev_6bit_trotter_all/config.yaml for the sample accordingly.