Add linear "max fidelity" classifier from the experimental histograms

MarcSerraPeralta / iq_readout

Classifiers for IQ readout data from superconducting qubits

https://iq-readout.readthedocs.io/en/latest/

MIT License

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Add linear "max fidelity" classifier from the experimental histograms #11

Closed MarcSerraPeralta closed 3 months ago

MarcSerraPeralta commented 3 months ago

This would be a linear classifier that obtains the threshold from the experimental histograms so that it maximizes the assignment fidelity. Such threshold is given by the point of maximum separation between the cumulative pdfs of |0> and |1>.