quara.protocol.qtomography.standard.standard_qtomography_estimator module

class StandardQTomographyEstimationResult(estimated_var_sequence, computation_times, template_qoperation)[source]

Bases: quara.protocol.qtomography.qtomography_estimator.QTomographyEstimationResult

Constructor

Parameters

  • computation_times (List[float]) – computation times for each estimate.

  • estimated_var_sequence (List[numpy.ndarray]) –

  • template_qoperation (quara.objects.qoperation.QOperation) –

property estimated_qoperation: quara.objects.qoperation.QOperation

returns the estimate. the type of each estimate is QOperation.

Returns

the estimate.

Return type

QOperation

property estimated_qoperation_sequence: List[quara.objects.qoperation.QOperation]

returns the estimate sequence. the type of each estimate is QOperation.

Returns

the estimate sequence.

Return type

List[QOperation]

property estimated_var: numpy.ndarray

returns the estimate. the type of each estimate is np.ndarray.

Returns

the estimate.

Return type

np.ndarray

property estimated_var_sequence: List[numpy.ndarray]

returns the estimate sequence. the type of each estimate is np.ndarray.

Returns

the estimate sequence.

Return type

List[np.ndarray]

class StandardQTomographyEstimator[source]

Bases: quara.protocol.qtomography.qtomography_estimator.QTomographyEstimator

abstract calc_estimate(qtomography, empi_dists, is_computation_time_required=False)[source]

calculates estimate variables.

this function must be implemented in the subclass.

Parameters

  • qtomography (StandardQTomography) – StandardQTomography to calculates estimate variables.

  • empi_dists (List[Tuple[int, np.ndarray]]) – empirical distributions to calculates estimate variables.

  • is_computation_time_required (bool, optional) – whether to include computation time in the return value or not, by default False.

Returns

estimation result.

Return type

StandardQTomographyEstimationResult

Raises

NotImplementedError – this function does not be implemented in the subclass.

abstract calc_estimate_sequence(qtomography, empi_dists_sequence, is_computation_time_required=False)[source]

calculates sequence of estimate variables.

this function must be implemented in the subclass.

Parameters

  • qtomography (StandardQTomography) – StandardQTomography to calculates estimate variables.

  • empi_dists_sequence (List[List[Tuple[int, np.ndarray]]]) – sequence of empirical distributions to calculates estimate variables.

  • is_computation_time_required (bool, optional) – whether to include computation time in the return value or not, by default False.

Returns

estimation result.

Return type

StandardQTomographyEstimationResult

Raises

NotImplementedError – this function does not be implemented in the subclass.