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This project aims to explore how Quantum Kernel Estimation could be used for tracking.

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sebastien-rettie/QKE_for_tracking

 
 

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Qiskit can be installed in a conda environment following: https://qiskit.org/documentation/getting_started.html.

quantum_circuit contains the circuit which is used as the feature map

TrackML_edges_data contains edges data preprocessed by authors of https://arxiv.org/abs/2109.12636 

Check first_try_with_trackml_data.py to get an idea of how the training and testing process looks 

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This project aims to explore how Quantum Kernel Estimation could be used for tracking.

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  • Python 100.0%