iqm.benchmarks.compressive_gst.mgst.reporting.reporting

Generation of error measures and result tables.

Functions

MVE_data(X, E, rho, J, y)	Mean varation error between measured outcomes and predicted outcomes from a gate set.
bootstrap_errors(K, X, E, rho, mGST_args, ...)	Resamples circuit outcomes a number of times and computes GST estimates for each repetition.
compute_angles_axes(U_set[, alternative_phase])	Takes the matrix logarithm of the given unitaries and returns the Hamiltonian parameters.
compute_matched_ideal_hamiltonian_params(dataset)	Computes the Hamiltonian parameters and matches the ideal Hamiltonian parameters to the measured ones.
compute_sparsest_Pauli_Hamiltonian(U_set)	Takes the matrix logarithms of the given unitaries and returns sparsest Hamiltonian parameters in Pauli basis.
dephasing_dist(prob_vec, X_pp)	Returns the distance between a given channel and a local dephasing channel with given probabilities.
dephasing_probabilities_2q(X_opt_pp, X_ideal_pp)	Determines the local dephasing channel parameters which best describe the noise model.
generate_Choi_EV_table(X_opt, n_evals, ...)	Outputs a .tex document containing a table with the larges eigenvalues of the Choi matrix for each gate.
generate_basis_labels(pdim[, basis])	Generate a list of labels for the Pauli basis or the standard basis.
generate_rotation_param_results(dataset, ...)	Produces result tables and data for Kraus rank 1 estimates.
job_counts_to_mGST_format(qubits, num_povm, ...)	Turns the dictionary of outcomes obtained from qiskit backend into the format which is used in mGST.
match_hamiltonian_phase(pauli_coeffs, ...)	Matches the sign of the phase of a target Hamiltonian represented by Pauli coeffs to a measured Hamiltonian.
min_spectral_distance(X1, X2)	Computes the average absolute distance between the eigenvlues of two matrices.
number_to_str(number[, uncertainty, precision])	Formats a floating point number to a string with the given precision.
phase_err(angle, U, U_t)	Computes norm between two input unitaries after a global phase is added to one of them.
phase_opt(X, K_t)	Return rK = 1 gate set with global phase fitting matching to target gate set.
quick_report(X, E, rho, J, y, X_t, E_t, rho_t)	Generation of pandas dataframes with gate and SPAM quality measures.
report(X, E, rho, J, y, X_t, E_t, rho_t, ...)	Generation of pandas dataframes with gate and SPAM quality measures.
result_str_to_floats(result_str, err)	Converts formated string results from mgst to float (value, uncertainty) pairs.
save_var_latex(key, value)	Saves variables in data file to be read in latex document.
unitarities(X_opt_pp)	Computes the unitarities of all gates in the gate set.