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FidelityQuantumKernel.evaluate

FidelityQuantumKernel.evaluate(x_vec, y_vec=None)[source]

Construct kernel matrix for given data.

If y_vec is None, self inner product is calculated.

Parameters:
  • x_vec (np.ndarray) -- 1D or 2D array of datapoints, NxD, where N is the number of datapoints, D is the feature dimension

  • y_vec (np.ndarray | None) -- 1D or 2D array of datapoints, MxD, where M is the number of datapoints, D is the feature dimension

Return type:

np.ndarray

Returns:

2D matrix, NxM