Index

_

__add_extra_momentmatrices() (qrem.common.external.ncpol2sdpa.sdp_relaxation.SdpRelaxation method) (qrem.common.external.ncpol2sdpa.SdpRelaxation method) __add_matrix_variable() (qrem.common.external.ncpol2sdpa.steering_hierarchy.SteeringHierarchy method) (qrem.common.external.ncpol2sdpa.SteeringHierarchy method) __add_new_momentmatrix() (qrem.common.external.ncpol2sdpa.sdp_relaxation.SdpRelaxation method) (qrem.common.external.ncpol2sdpa.SdpRelaxation method) __add_parameters() (qrem.common.external.ncpol2sdpa.sdp_relaxation.SdpRelaxation method) (qrem.common.external.ncpol2sdpa.SdpRelaxation method) __average_case_distance_names__ (in module qrem.common.povmtools) __calculate_symmetric_m() (qrem.common.tomography.tomography.QDTFitter static method) __call__() (qrem.common.external.ncpol2sdpa.physics_utils.Probability method) (qrem.common.external.ncpol2sdpa.Probability method) __change_representation_to_pysat() (in module qrem.benchmarks.hamiltonians) __construct_local_difference() (in module qrem.common.povmtools) __convert_rates_dictionary_into_hamiltonian() (in module qrem.ctmp.modeltools.ground_state_estimation) __dictionary_with_angles_pauli_eigenstates__ (in module pyquil_utilities) __duplicate_momentmatrix() (qrem.common.external.ncpol2sdpa.sdp_relaxation.SdpRelaxation method) (qrem.common.external.ncpol2sdpa.SdpRelaxation method) __extract_ground_state_from_moments_matrix() (in module qrem.ctmp.modeltools.ground_state_estimation) __fourth_moments() (qrem.common.external.ncpol2sdpa.rdm_hierarchy.RdmHierarchy method) (qrem.common.external.ncpol2sdpa.RdmHierarchy method) __generate_monomial_sets() (qrem.common.external.ncpol2sdpa.sdp_relaxation.SdpRelaxation method) (qrem.common.external.ncpol2sdpa.SdpRelaxation method) __get_increasing_objects_dict_from_list() (qrem.common.math.GeneralTensorCalculator method) __get_indices_combinations() (qrem.common.math.GeneralTensorCalculator method) __get_lagrange_matrix() (qrem.common.tomography.tomography.QDTFitter static method) __get_least_sqaures_povm_choi_estimator_pauli() (qrem.common.tomography.tomography.QDTFitter method) __get_local_field_1q() (in module qrem.benchmarks.hamiltonians) __get_local_field_2q() (in module qrem.benchmarks.hamiltonians) __get_mapping_2SAT() (in module qrem.benchmarks.hamiltonians) __get_part_bitstring_parity_special() (in module qrem.benchmarks.hamiltonians) __get_probe_states() (qrem.qtypes.qunatum_detector_tomography_data.QDTCalibrationSetup static method) __get_r_operator() (qrem.common.tomography.tomography.QDTFitter static method) __get_state_from_other_format() (in module qrem.benchmarks.hamiltonians), [1] __get_trace_facvar() (qrem.common.external.ncpol2sdpa.steering_hierarchy.SteeringHierarchy method) (qrem.common.external.ncpol2sdpa.SteeringHierarchy method) __getitem__() (qrem.common.external.ncpol2sdpa.sdp_relaxation.SdpRelaxation method) (qrem.common.external.ncpol2sdpa.SdpRelaxation method) __identify_correlations_above_threshold() (visualisation.ResultsForPlotting method) __impose_ppt() (qrem.common.external.ncpol2sdpa.sdp_relaxation.SdpRelaxation method) (qrem.common.external.ncpol2sdpa.SdpRelaxation method) __init__() (qrem.qtypes.datastructure_base.MyTestStructure method) __initialize_combination_path() (qrem.common.math.GeneralTensorCalculator method) __initialize_tensor() (qrem.common.math.GeneralTensorCalculator method) __parse_expression() (qrem.common.external.ncpol2sdpa.sdp_relaxation.SdpRelaxation method) (qrem.common.external.ncpol2sdpa.SdpRelaxation method) __prepare_basic_edge_config() (visualisation.ResultsForPlotting method) __prepare_basic_vertex_config() (visualisation.ResultsForPlotting method) __prepare_data_for_draw_basic_layout() (visualisation.ResultsForPlotting method) __prepare_data_for_draw_correlations_on_layout() (visualisation.ResultsForPlotting method) __prepare_edge_config_for_correlations_above_threshold() (visualisation.ResultsForPlotting method) __prepare_vertex_config_for_correlations_above_threshold() (visualisation.ResultsForPlotting method) __process_equalities() (qrem.common.external.ncpol2sdpa.sdp_relaxation.SdpRelaxation method) (qrem.common.external.ncpol2sdpa.SdpRelaxation method) __process_inequalities() (qrem.common.external.ncpol2sdpa.sdp_relaxation.SdpRelaxation method) (qrem.common.external.ncpol2sdpa.SdpRelaxation method) __push_facvar_sparse() (qrem.common.external.ncpol2sdpa.sdp_relaxation.SdpRelaxation method) (qrem.common.external.ncpol2sdpa.SdpRelaxation method) __remove_equalities() (qrem.common.external.ncpol2sdpa.sdp_relaxation.SdpRelaxation method) (qrem.common.external.ncpol2sdpa.SdpRelaxation method) __second_moments() (qrem.common.external.ncpol2sdpa.rdm_hierarchy.RdmHierarchy method) (qrem.common.external.ncpol2sdpa.RdmHierarchy method) __separate_scalar_factor() (in module qrem.common.external.ncpol2sdpa.nc_utils) __solve_2SAT_Hamiltonian_pysat() (in module qrem.benchmarks.hamiltonians) __solve_subproblem_average_case() (in module qrem.common.povmtools) __swap_2q_povm() (in module qrem.common.povmtools) __swap_or_not() (in module qrem.common.povmtools) __version__ (in module qrem) __wipe_F_from_constraints() (qrem.common.external.ncpol2sdpa.sdp_relaxation.SdpRelaxation method) (qrem.common.external.ncpol2sdpa.SdpRelaxation method) __worst_case_distance_names__ (in module qrem.common.povmtools) _apply_elementary_gate_native() (in module functions_aws_rigetti) (in module pyquil_utilities)

_apply_generic_DOT_gate_parametric() (in module pyquil_utilities) _apply_pauli_eigenstate() (in module functions_aws_rigetti) _calculate_block_structure() (qrem.common.external.ncpol2sdpa.moroder_hierarchy.MoroderHierarchy method) (qrem.common.external.ncpol2sdpa.MoroderHierarchy method) (qrem.common.external.ncpol2sdpa.sdp_relaxation.SdpRelaxation method) (qrem.common.external.ncpol2sdpa.SdpRelaxation method) (qrem.common.external.ncpol2sdpa.steering_hierarchy.SteeringHierarchy method) (qrem.common.external.ncpol2sdpa.SteeringHierarchy method) _circuits_translator() (in module qrem.providers.aws_braket) (in module qrem.providers.awsutils.aws_braket_runner) _compute_inverse_noise_matrices() (qrem.qtypes.cn_noise_model.CNModelData method) (qrem.qtypes.CNModelData method) _compute_marginals() (in module qrem.common.probability) _connect_via_provider() (in module qrem.providers.ibm) _connect_via_runtime() (in module qrem.providers.ibm) _convert_marginal_index() (qrem.common.external.ncpol2sdpa.physics_utils.Probability method) (qrem.common.external.ncpol2sdpa.Probability method) _convert_results_to_counts_tuples() (in module pyquil_utilities) _cost_function_difference_dac() (in module qrem.common.povmtools) _cost_function_difference_dwc() (in module qrem.common.povmtools) _declare_generic_DOT_gate_parametric() (in module pyquil_utilities) _establish_qubit_in_cluster_dictionary() (qrem.qtypes.cn_noise_model.CNModelData method) (qrem.qtypes.CNModelData method) _estimate_gamma() (qrem.qtypes.ctmp_noise_model.CTMPModelData method), [1] (qrem.qtypes.CTMPModelData method), [1] _estimate_n_vars() (qrem.common.external.ncpol2sdpa.moroder_hierarchy.MoroderHierarchy method) (qrem.common.external.ncpol2sdpa.MoroderHierarchy method) (qrem.common.external.ncpol2sdpa.sdp_relaxation.SdpRelaxation method) (qrem.common.external.ncpol2sdpa.SdpRelaxation method) (qrem.common.external.ncpol2sdpa.steering_hierarchy.SteeringHierarchy method) (qrem.common.external.ncpol2sdpa.SteeringHierarchy method) _find_maximal_dop_fixed_sign() (in module qrem.common.povmtools) _find_optimal_noise_strength_CTMP_SDP_relaxation() (in module qrem.ctmp.modeltools.ground_state_estimation) _generate_all_moment_matrix_blocks() (qrem.common.external.ncpol2sdpa.moroder_hierarchy.MoroderHierarchy method) (qrem.common.external.ncpol2sdpa.MoroderHierarchy method) (qrem.common.external.ncpol2sdpa.sdp_relaxation.SdpRelaxation method) (qrem.common.external.ncpol2sdpa.SdpRelaxation method) _generate_clique() (in module qrem.common.external.ncpol2sdpa.chordal_extension) _generate_clique_alt() (in module qrem.common.external.ncpol2sdpa.chordal_extension) _generate_moment_matrix() (qrem.common.external.ncpol2sdpa.rdm_hierarchy.RdmHierarchy method) (qrem.common.external.ncpol2sdpa.RdmHierarchy method) (qrem.common.external.ncpol2sdpa.sdp_relaxation.SdpRelaxation method) (qrem.common.external.ncpol2sdpa.SdpRelaxation method) _get_facvar() (qrem.common.external.ncpol2sdpa.sdp_relaxation.SdpRelaxation method) (qrem.common.external.ncpol2sdpa.SdpRelaxation method) _get_index_of_monomial() (qrem.common.external.ncpol2sdpa.sdp_relaxation.SdpRelaxation method) (qrem.common.external.ncpol2sdpa.SdpRelaxation method) _get_least_squares_povm_estimator_pauli() (qrem.common.tomography.tomography.QDTFitter method) _get_maximum_likelihood_povm_estimator() (qrem.common.tomography.tomography.QDTFitter method) _get_projected_least_squares_povm_estimator() (qrem.common.tomography.tomography.QDTFitter method) _mitigate() (in module qrem.ctmp.mitigtools.mitig_utils) _monomial_generator() (qrem.common.external.ncpol2sdpa.physics_utils.Probability method) (qrem.common.external.ncpol2sdpa.Probability method) _optimization_function_dwc() (in module qrem.common.povmtools) _parities__dict2 (in module qrem.benchmarks.hamiltonians) _process_monomial() (qrem.common.external.ncpol2sdpa.sdp_relaxation.SdpRelaxation method) (qrem.common.external.ncpol2sdpa.SdpRelaxation method) (qrem.common.external.ncpol2sdpa.steering_hierarchy.SteeringHierarchy method) (qrem.common.external.ncpol2sdpa.SteeringHierarchy method) _push_monomial() (qrem.common.external.ncpol2sdpa.sdp_relaxation.SdpRelaxation method) (qrem.common.external.ncpol2sdpa.SdpRelaxation method) (qrem.common.external.ncpol2sdpa.steering_hierarchy.SteeringHierarchy method) (qrem.common.external.ncpol2sdpa.SteeringHierarchy method) _push_monomials() (qrem.common.external.ncpol2sdpa.rdm_hierarchy.RdmHierarchy method) (qrem.common.external.ncpol2sdpa.RdmHierarchy method) _qubits_in_cluster_1 (in module qrem.qtypes.cn_noise_model) _solve_max_dop_problem_for_fixed_input_state() (in module qrem.common.povmtools) _t1() (in module qrem.common.io) (in module qrem.qtypes.cn_noise_model) _t2() (in module qrem.qtypes.cn_noise_model) _test_collection (in module qrem.qtypes.circuit_collection) _test_results() (in module qrem.providers.ibm) _testcase1 (in module qrem.qtypes.datastructure_base)

A

a (in module qrem.common.convert) aa (in module qrem.common.config) add_counts_dicts() (in module qiskit_utilities) add_gate_to_circuit() (in module qiskit_utilities) add_ground_states() (in module qrem.providers.aws_braket) add_measurements() (in module qrem.providers.ibmutils.ibmutils) all_possible_bitstrings_of_length() (in module qrem.common.registers) append_new_line() (in module qrem.providers.awsutils.aws_braket_runner) apply_stochastic_map_to_povm() (in module qrem.common.povmtools) apply_substitutions() (in module qrem.common.external.ncpol2sdpa.nc_utils) apply_transition() (in module qrem.ctmp.simtools.sampling_utils) apply_unitary_channel() (in module qrem.common.math)

argv (in module qrem.pipelines.run_ibm_experiment) (in module qrem.pipelines.run_simulation_experiment) arrow_tip_size (in module plotting_constants) article_plots_functions module aspen_m_2 (in module device_constants) assemble_monomial_and_do_substitutions() (in module qrem.common.external.ncpol2sdpa.nc_utils) author (qrem.qtypes.circuit_collection.CircuitCollection attribute) (qrem.qtypes.CircuitCollection attribute) autodetect_solvers() (in module qrem.common.external.ncpol2sdpa.solver_common) average_distance_POVMs() (in module qrem.common.povmtools) averaged_marginals_to_noise_matrix_ddot() (in module qrem.characterization.characterization) aws_to_qrem_restults() (in module qrem.providers.awsutils.awsutils)

B

basis_dict (in module qrem.ctmp.model) batch_circuits() (in module qrem.common.experiment.tomography) bell_states() (qrem.common.math.Constants static method) benchmark_plots_functions module

bitstring_to_integer() (in module qrem.common.convert) bitstring_to_ndarray() (in module qrem.common.convert) bosonic_constraints() (in module qrem.common.external.ncpol2sdpa) (in module qrem.common.external.ncpol2sdpa.physics_utils) buff_val (in module plotting_constants) build_permutation_matrix() (in module qrem.common.external.ncpol2sdpa.nc_utils)

C

calculate_correlations_coefficients_average_case() (in module qrem.common.povmtools) calculate_distance_between_POVMs() (in module qrem.common.povmtools) calculate_pairs_marginals_from_tensor_model_fixed_input() (in module qrem.benchmarks.benchmarks_functions) calculate_symmetric_m() (in module qrem.common.tomography.tomography) calculate_tensor() (qrem.common.math.GeneralTensorCalculator method) calculate_tensor_to_increasing_list() (qrem.common.math.GeneralTensorCalculator method) calculate_total_variation_distance() (in module qrem.common.probability) change_format_of_cn_dictionary() (in module qrem.common.convert) change_state_dependent_noise_matrices_dictionary_format() (in module qrem.common.convert), [1] change_state_dependent_noise_matrix_format() (in module qrem.common.convert), [1] characterization_data_container (in module qrem.pipelines.qdot_test), [1] CharacterizationData (class in qrem.qtypes) (class in qrem.qtypes.characterization_data) check_complete_positivity() (in module qrem.common.math) check_complete_positivity_and_trace_preservation() (in module qrem.common.math) check_completeness() (in module qrem.common.experiment.tomography) check_for_multiple_occurences() (in module qrem.common.utils) check_if_povm() (in module qrem.common.povmtools) check_if_projector_is_in_computational_basis() (in module qrem.common.povmtools) check_trace_preservation() (in module qrem.common.math) check_transition() (in module qrem.ctmp.simtools.sampling_utils) choose_nonpos_op() (in module qrem.characterization.clustering_algorithms) choose_pos_op() (in module qrem.characterization.clustering_algorithms) CIRC_EFFECT_DISTANCE (in module qrem.common.constants), [1] CIRC_PROBABILITY_OF_FAIL (in module qrem.common.constants), [1] CIRCUIT_DATA_TYPE (in module qrem.common.constants), [1] CircuitCollection (class in qrem.qtypes) (class in qrem.qtypes.circuit_collection) circuits (qrem.qtypes.circuit_collection.CircuitCollection attribute) (qrem.qtypes.CircuitCollection attribute) circuits_ground_states_preparation_collection_rig (in module qrem.pipelines.qdot_test) circuits_labels (qrem.qtypes.circuit_collection.CircuitCollection attribute) (qrem.qtypes.CircuitCollection attribute) circuits_number_estimation() (in module qrem.common.experiment.information_completeness) circuits_translator_DDOT() (in module qrem.providers.ibmutils.ibmutils) circuits_translator_QDOT() (in module qrem.providers.ibmutils.ibmutils) clusters_neighborhoods (qrem.qtypes.cn_noise_model.CNModelData attribute) (qrem.qtypes.CNModelData attribute) clusters_tuple (qrem.qtypes.cn_noise_model.CNModelData attribute) (qrem.qtypes.CNModelData attribute) ClusterSizeError cmap (in module plotting_constants) CNModelData (class in qrem.qtypes) (class in qrem.qtypes.cn_noise_model) COHERENCE_WITNESS_CIRCUITS_PATH_RIG (in module qrem.pipelines.qdot_test) coherence_witness_circuits_rig (in module qrem.pipelines.qdot_test) collinsgisin_to_faacets() (in module qrem.common.external.ncpol2sdpa.faacets_relaxation) color_map (in module plotting_constants) colors (in module plotting_constants) compare_circuits() (in module qrem.providers.ibmutils.ibmutils) complete_on_subset() (in module qrem.common.experiment.tomoutils.algortithmic_circuits) composite_inverse_noise_matrices (qrem.qtypes.cn_noise_model.CNModelData attribute) (qrem.qtypes.CNModelData attribute) computational_basis() (in module qrem.common.povmtools) computational_projectors() (in module qrem.common.povmtools) compute_all_marginals() (in module qrem.characterization.characterization) compute_average_marginal_for_subset() (in module qrem.common.probability) compute_average_marginal_for_subsets_list() (in module qrem.common.probability) compute_coherence_indicator() (in module qrem.characterization.characterization) compute_correlations_data_pairs() (in module qrem.characterization.characterization) compute_errors_POVMs() (in module qrem.characterization.characterization) compute_extended_inverse_noise_matrices() (qrem.qtypes.cn_noise_model.CNModelData method) (qrem.qtypes.CNModelData method) compute_extended_inverse_noise_matrices_state_dependent() (qrem.qtypes.cn_noise_model.CNModelData method) (qrem.qtypes.CNModelData method) compute_indicator_normalization() (in module qrem.characterization.characterization) compute_marginal_of_probability_distribution() (in module qrem.common.probability) compute_marginals() (in module qrem.common.probability) compute_marginals_mew() (in module qrem.common.probability) compute_marginals_single() (in module qrem.common.probability) compute_mitigation_error_median_mean() (in module qrem.mitigation.mitigation_routines) compute_mitigation_errors() (in module qrem.mitigation.mitigation_routines) compute_noise_matrices_ddot() (in module qrem.characterization.characterization) compute_noise_matrices_from_POVMs() (in module qrem.common.povmtools)

compute_noise_matrix_dependent() (in module qrem.characterization.characterization) compute_noisy_energy_for_hamiltonian() (in module qrem.mitigation.mitigation_routines) compute_noisy_energy_for_hamiltonians_set() (in module qrem.mitigation.mitigation_routines) compute_noisy_energy_over_noise_models() (in module qrem.mitigation.mitigation_routines) compute_noisy_energy_prediction() (in module qrem.mitigation.mitigation_routines) compute_number_of_circuits() (in module qrem.common.experiment.tomography) compute_pauli_marginals() (in module qrem.characterization.characterization) compute_POVM_from_marginals() (in module qrem.common.povmtools) compute_reduced_POVMs_and_noise_matrices() (in module qrem.characterization.characterization) compute_single_noise_matrix_ddot() (in module qrem.characterization.characterization) compute_single_noise_matrix_qdot() (in module qrem.characterization.characterization) compute_specific_state_dependent_noise_matrix() (qrem.qtypes.cn_noise_model.CNModelData method) (qrem.qtypes.CNModelData method) compute_subset_POVM() (in module qrem.common.povmtools) compute_subsets_POVMs_averaged() (in module qrem.common.povmtools) compute_TVD() (in module qrem.common.math) config_parser (qrem.common.config.QremConfigLoader attribute) (qrem.QremConfigLoader attribute) CONFIG_PATH (in module qrem.pipelines.run_aws_experiment) (in module qrem.pipelines.run_ibm_experiment) (in module qrem.pipelines.run_simulation_experiment) configuration_to_faacets() (in module qrem.common.external.ncpol2sdpa.faacets_relaxation) connect() (in module qrem.providers.ibm) Constants (class in qrem.common.math) construct() (visualisation.DrawClusters method) (visualisation.DrawOnLayout method) convert() (in module qrem.ctmp.mitigtools.observables_utils) convert_counts_overlapping_tomography() (in module qrem.common.convert) convert_monomial_to_string() (in module qrem.common.external.ncpol2sdpa.nc_utils) convert_relational() (in module qrem.common.external.ncpol2sdpa.nc_utils) convert_results_dictionary_to_new_format() (in module qrem.common.convert) convert_results_to_counts() (in module pyquil_utilities) convert_results_to_counts_dictionaries_DOT() (in module pyquil_utilities) convert_row_to_sdpa_index() (in module qrem.common.external.ncpol2sdpa.sdpa_utils) convert_subset_counts_dictionary_to_probability_distribution() (in module qrem.common.probability) convert_to_cvxpy() (in module qrem.common.external.ncpol2sdpa.cvxpy_utils) (qrem.common.external.ncpol2sdpa.sdp_relaxation.SdpRelaxation method) (qrem.common.external.ncpol2sdpa.SdpRelaxation method) convert_to_human_readable() (in module qrem.common.external.ncpol2sdpa.sdpa_utils) convert_to_mosek() (in module qrem.common.external.ncpol2sdpa.mosek_utils) (qrem.common.external.ncpol2sdpa.sdp_relaxation.SdpRelaxation method) (qrem.common.external.ncpol2sdpa.SdpRelaxation method) convert_to_mosek_index() (in module qrem.common.external.ncpol2sdpa.mosek_utils) convert_to_mosek_matrix() (in module qrem.common.external.ncpol2sdpa.mosek_utils) convert_to_picos() (in module qrem.common.external.ncpol2sdpa.picos_utils) (qrem.common.external.ncpol2sdpa.sdp_relaxation.SdpRelaxation method) (qrem.common.external.ncpol2sdpa.SdpRelaxation method) correlator() (in module qrem.common.external.ncpol2sdpa) (in module qrem.common.external.ncpol2sdpa.physics_utils) cost_function_simple() (in module qrem.characterization.clustering_algorithms) cost_function_simple_cummulative() (in module qrem.characterization.clustering_algorithms) count (in module qrem.cn.simtools.custom_model_creator) count_ncmonomials() (in module qrem.common.external.ncpol2sdpa.nc_utils) count_tensor_value_for_combination() (qrem.common.math.GeneralTensorCalculator method) counts_dict_to_frequencies_vector() (in module qrem.common.povmtools) create_coherence_bound_histogram() (in module article_plots_functions) (in module benchmark_plots_functions) create_coherence_bound_histogram_data() (in module article_plots_functions) (in module benchmark_plots_functions) create_correlations_distance_histogram() (in module article_plots_functions) (in module benchmark_plots_functions) create_custom_noise_model() (in module qrem.cn.simulation) create_error_mitigation_histogram() (in module benchmark_plots_functions) create_error_mitigation_prediction_histogram() (in module article_plots_functions) create_hamiltonians_and_ground_states() (in module qrem.benchmarks.hamiltonians) create_hamiltonians_for_benchmarks() (in module qrem.benchmarks.hamiltonians) create_memory_map_DOT() (in module pyquil_utilities) create_POVMs_distance_histogram() (in module article_plots_functions) (in module benchmark_plots_functions) create_random_circuits() (in module qrem.common.experiment.tomography) create_random_noise_model() (in module qrem.cn.simulation) CTMPModelData (class in qrem.qtypes) (class in qrem.qtypes.ctmp_noise_model) custom_model_creator() (in module qrem.pipelines.simulate_experiment) (in module qrem.providers.simutils.simutils)

D

darkest_gray (in module plotting_constants) data (qrem.qtypes.datastructure_base.MyTestStructure attribute) DATA_DIRECTORY (in module qrem.pipelines.qdot_test) DataStructureBase (class in qrem.qtypes) (class in qrem.qtypes.datastructure_base) date_formatted() (in module qrem.common.io) date_time_fileformatted() (in module qrem.common.io) date_time_formatted() (in module qrem.common.io) datetime_created_utc (qrem.qtypes.circuit_collection.CircuitCollection attribute) (qrem.qtypes.CircuitCollection attribute) define_objective_with_I() (in module qrem.common.external.ncpol2sdpa) (in module qrem.common.external.ncpol2sdpa.physics_utils) delta() (in module qrem.ctmp.mitigtools.observables_utils) detect_sdpa() (in module qrem.common.external.ncpol2sdpa.sdpa_utils) detector_tomography_circuits() (in module QDT_pyquill) detector_tomography_circuits_pymali() (in module QDT_pyquill) (in module QDT_qiskit) detector_tomography_circuits_rigetti() (in module QDT_pyquill) (in module QDT_qiskit)

device (qrem.qtypes.circuit_collection.CircuitCollection attribute) (qrem.qtypes.CircuitCollection attribute) device_constants module direct_optimization_difference() (in module qrem.common.povmtools) directory (in module qrem.cn.simtools.custom_model_creator) divide_data_into_characterization_benchmark_coherence_witness_data() (in module qrem.common.convert) divide_qubits_in_the_clusters() (in module qrem.cn.simtools.auxiliary_merging_functions) download_multiple_jobs() (in module qiskit_utilities) download_results() (in module qrem.providers.awsutils.awsutils) (in module qrem.providers.ibmutils.ibmutils) draw_clusters() (visualisation.ResultsForPlotting method) draw_heatmap() (visualisation.ResultsForPlotting method) draw_histogram() (visualisation.ResultsForPlotting method) draw_on_layout() (visualisation.ResultsForPlotting method) DrawClusters (class in visualisation) DrawOnLayout (class in visualisation)

E

eigenstate_energy_calculation_and_estimation() (in module qrem.benchmarks.hamiltonians) ensure_trace() (in module qrem.common.external.hyperplane_projections) enumerate_dict() (in module qrem.common.utils) enumerated_labels_pauli_eigenstates (in module pyquil_utilities) errprint() (in module qrem.common.printer) establish_POVMs_dictionary_from_noise_matrices_dictionary() (in module qrem.common.povmtools) estimate_energy_from_marginals() (in module qrem.benchmarks.hamiltonians) estimate_gamma() (in module qrem.ctmp.modeltools.ground_state_estimation) estimate_mitigated_energy_for_hamiltonian() (in module qrem.mitigation.mitigation_routines) estimate_mitigated_energy_for_hamiltonians_set() (in module qrem.mitigation.mitigation_routines) estimate_mitigated_energy_over_noise_models() (in module qrem.mitigation.mitigation_routines) euler_angles_1q() (in module qrem.common.povmtools) evaluate() (in module qrem.ctmp.mitigtools.observables_utils) evaluate_move_operation() (in module qrem.characterization.clustering_algorithms) evaluate_move_operation_cummulative() (in module qrem.characterization.clustering_algorithms) evaluate_move_operation_naive() (in module qrem.characterization.clustering_algorithms) evaluate_move_operation_naive_cummulative() (in module qrem.characterization.clustering_algorithms) evaluate_swap_operation() (in module qrem.characterization.clustering_algorithms) evaluate_swap_operation_cummulative() (in module qrem.characterization.clustering_algorithms) evaluate_swap_operation_naive() (in module qrem.characterization.clustering_algorithms) evaluate_swap_operation_naive_cummulative() (in module qrem.characterization.clustering_algorithms)

example_config_aws_path (in module qrem.common.config) example_config_ibm_path (in module qrem.common.config) execute_characterization_workflow() (in module qrem.characterization.characterization_routine) execute_circuits() (in module qrem.providers.aws_braket) (in module qrem.providers.ibm) exp_types (in module qrem.common.experiment.tomography) experiment_name (qrem.qtypes.circuit_collection.CircuitCollection attribute) (qrem.qtypes.CircuitCollection attribute) experiment_type (qrem.qtypes.circuit_collection.CircuitCollection attribute) (qrem.qtypes.CircuitCollection attribute) EXPERIMENT_TYPE_SYMBLOS (in module qrem.common.constants) EXPERIMENT_TYPE_SYMBOLS (in module qrem.common.constants) ExperimentResults (class in qrem.qtypes) (class in qrem.qtypes.experiment_results) experiments (in module qrem.common.experiment.tomoutils.algortithmic_circuits) export_json() (qrem.qtypes.datastructure_base.DataStructureBase method), [1] (qrem.qtypes.DataStructureBase method), [1] export_pickle() (qrem.qtypes.datastructure_base.DataStructureBase method), [1] (qrem.qtypes.DataStructureBase method), [1] extract_dual_value() (in module qrem.common.external.ncpol2sdpa.solver_common) (qrem.common.external.ncpol2sdpa.sdp_relaxation.SdpRelaxation method) (qrem.common.external.ncpol2sdpa.SdpRelaxation method)

F

f_clust() (in module qrem.characterization.clustering_algorithms) f_clust_sharp() (in module qrem.characterization.clustering_algorithms) f_clust_square_sharp() (in module qrem.characterization.clustering_algorithms) FaacetsRelaxation (class in qrem.common.external.ncpol2sdpa) (class in qrem.common.external.ncpol2sdpa.faacets_relaxation) fast_substitute() (in module qrem.common.external.ncpol2sdpa.nc_utils) fermionic_constraints() (in module qrem.common.external.ncpol2sdpa) (in module qrem.common.external.ncpol2sdpa.physics_utils) FILE_NAME_GROUND_STATES_LIST_RIG (in module qrem.pipelines.qdot_test) FILE_NAME_HAMILTONIANS_RIG (in module qrem.pipelines.qdot_test) FILE_NAME_MARGINALS_RIG (in module qrem.pipelines.qdot_test) FILE_NAME_RESULTS_RIG (in module qrem.pipelines.qdot_test) final_CPTP_by_mixing() (in module qrem.common.external.hyperplane_projections) find_all_neighborhoods() (in module qrem.characterization.neighbors_algorithms) find_all_neighborhoods_holistic() (in module qrem.characterization.neighbors_algorithms) find_clique_index() (in module qrem.common.external.ncpol2sdpa.chordal_extension) find_closest_prob_vector_l1() (in module qrem.common.probability) find_closest_prob_vector_l2() (in module qrem.common.probability)

find_correlations_coefficients() (in module qrem.common.povmtools) find_ground_state_with_SDP_relaxations() (in module qrem.ctmp.modeltools.ground_state_estimation) find_maximal_dop() (in module qrem.common.povmtools) find_neighbors_of_cluster_holistic() (in module qrem.characterization.neighbors_algorithms) find_partition() (in module qrem.common.experiment.tomoutils.algortithmic_circuits) find_solution_ranks() (in module qrem.common.external.ncpol2sdpa.solver_common) (qrem.common.external.ncpol2sdpa.sdp_relaxation.SdpRelaxation method) (qrem.common.external.ncpol2sdpa.SdpRelaxation method) find_variable_cliques() (in module qrem.common.external.ncpol2sdpa.chordal_extension) find_variable_set() (in module qrem.common.external.ncpol2sdpa.nc_utils) first_label_number (in module qrem.cn.simtools.custom_model_creator) flatten() (in module qrem.common.external.ncpol2sdpa) (in module qrem.common.external.ncpol2sdpa.nc_utils) flip_sign() (in module qrem.common.external.ncpol2sdpa.nc_utils) from_frequencies_list() (qrem.qtypes.qunatum_detector_tomography_data.QDTCalibrationSetup class method) from_qiskit_results() (qrem.qtypes.qunatum_detector_tomography_data.QDTCalibrationSetup class method) fun_test() (in module qrem.common.scipy_optimizers_wrappers) functions_aws_rigetti module

G

gamma (qrem.qtypes.ctmp_noise_model.CTMPModelData attribute) (qrem.qtypes.CTMPModelData attribute) gate_error_threshold (qrem.qtypes.circuit_collection.CircuitCollection attribute) (qrem.qtypes.CircuitCollection attribute) GeneralTensorCalculator (class in qrem.common.math) generate_block_coords() (in module qrem.common.external.ncpol2sdpa.rdm_hierarchy) generate_circuits() (in module qrem.common.experiment.tomography) generate_clique (in module qrem.common.external.ncpol2sdpa.chordal_extension) generate_combinatorial_circuits() (in module qrem.common.experiment.tomoutils.algortithmic_circuits) generate_commuting_measurements() (in module qrem.ctmp.modeltools.ground_state_estimation) generate_commuting_variables() (in module qrem.common.external.CBB.spin_models) generate_measurements() (in module qrem.common.external.ncpol2sdpa) (in module qrem.common.external.ncpol2sdpa.physics_utils) generate_operators() (in module qrem.common.external.ncpol2sdpa) (in module qrem.common.external.ncpol2sdpa.nc_utils) generate_random_2SAT_hamiltonian() (in module qrem.benchmarks.hamiltonians) generate_random_ground_states() (in module qrem.ctmp.modeltools.ground_state_estimation) generate_sample() (in module qrem.ctmp.simulation) generate_variables() (in module qrem.common.external.ncpol2sdpa) (in module qrem.common.external.ncpol2sdpa.nc_utils) get_2Dsquare_ferromagneticdisorder_hamiltonian() (in module qrem.common.external.CBB.spin_models) get_2Dsquare_localdisorder() (in module qrem.common.external.CBB.spin_models) get_2SAT_hamiltonian_from_clauses() (in module qrem.benchmarks.hamiltonians) get_all_monomials() (in module qrem.common.external.ncpol2sdpa.nc_utils) get_all_operators() (qrem.common.external.ncpol2sdpa.physics_utils.Probability method) (qrem.common.external.ncpol2sdpa.Probability method) get_as_coeffs() (in module qrem.common.external.CBB.branchandbound_tools) get_averaged_lambda() (in module qrem.common.povmtools) get_backend_wrapper() (in module pyquil_utilities) get_bound_from_det() (in module qrem.common.external.CBB.branchandbound_tools) get_branching_node() (in module qrem.common.external.CBB.branchandbound_tools) get_CBT_norm() (in module qrem.common.povmtools) get_choi_from_POVM() (in module qrem.common.povmtools) get_classical_register_bitstrings() (in module qrem.common.povmtools) get_clusters_and_neighborhoods_in_marginal_dictionary() (qrem.qtypes.cn_noise_model.CNModelData method) (qrem.qtypes.CNModelData method) get_clusters_in_marginal_list() (in module qrem.cn.mitigation) (qrem.qtypes.cn_noise_model.CNModelData method) (qrem.qtypes.CNModelData method) get_coherent_error_bound() (in module qrem.common.povmtools) get_coherent_part_of_the_noise() (in module qrem.common.povmtools) get_correction_error_bound_from_data() (in module qrem.common.povmtools) get_correction_error_bound_from_data_and_statistical_error() (in module qrem.common.povmtools) get_correction_error_bound_from_parameters() (in module qrem.common.povmtools) get_correction_matrix_from_povm() (in module qrem.common.povmtools) get_correlation_coefficient_classical() (in module qrem.common.povmtools) get_counts_from_qiskit_jobs() (in module qrem.providers.ibmutils.data_converters) get_counts_from_result_object() (in module qrem.providers.ibmutils.data_converters) get_density_matrix() (in module qrem.common.math) get_det_guess() (in module qrem.common.external.CBB.branchandbound_tools) get_device() (in module qrem.providers.aws_braket) get_diagonal_povm_part() (in module qrem.common.povmtools) get_dict_format() (qrem.qtypes.datastructure_base.DataStructureBase method), [1] (qrem.qtypes.DataStructureBase method), [1] get_ditstrings_register() (in module qrem.common.convert) get_dual() (qrem.common.external.ncpol2sdpa.sdp_relaxation.SdpRelaxation method) (qrem.common.external.ncpol2sdpa.SdpRelaxation method) get_energy_from_bitstring_diagonal_local() (in module qrem.benchmarks.hamiltonians) get_energy_from_SAT_solution() (in module qrem.benchmarks.hamiltonians) get_enumerated_rev_map_from_indices() (in module qrem.common.povmtools) get_extra_monomials() (qrem.common.external.ncpol2sdpa.physics_utils.Probability method) (qrem.common.external.ncpol2sdpa.Probability method) get_faacets_moment_matrix() (in module qrem.common.external.ncpol2sdpa.faacets_relaxation) get_facvar_of_monomial() (in module qrem.common.external.ncpol2sdpa.solver_common) get_frequencies_array_from_probabilities_list() (in module qrem.providers.ibmutils.data_converters) get_frequencies_array_from_results() (in module qrem.providers.ibmutils.data_converters) get_frequencies_from_counts() (in module qiskit_utilities) get_full_object_size() (in module qrem.common.utils) get_generic_base_program_DOT() (in module pyquil_utilities) get_groundBandB() (in module qrem.common.external.CBB.branchandbound_tools) get_historical_experiments_number_of_qubits() (in module qrem.common.utils) get_initial_partition() (in module qrem.characterization.clustering_algorithms)

get_k_local_subsets() (in module qrem.common.math) get_lagrange_matrix() (in module qrem.common.tomography.tomography) get_lattice_ferromangetic() (in module qrem.common.external.CBB.spin_models) get_lattice_hamiltonian() (in module qrem.common.external.CBB.spin_models) get_lattice_localdisorder() (in module qrem.common.external.CBB.spin_models) get_lattice_spins() (in module qrem.common.external.CBB.spin_models) get_least_sqaures_povm_choi_estimator_pauli() (in module qrem.common.tomography.tomography) get_least_squares_povm_estimator_pauli() (in module qrem.common.tomography.tomography) get_list_of_lists_indices_qdt() (in module QDT_pyquill) (in module QDT_qiskit) get_marginal_from_probability_distribution() (in module qrem.common.probability) get_marginal_inverse_noise_matrix() (in module qrem.cn.mitigation) get_maximum_likelihood_povm_estimator() (in module qrem.common.tomography.tomography) get_Mom() (in module qrem.common.external.CBB.branchandbound_tools) get_monomials() (in module qrem.common.external.ncpol2sdpa) (in module qrem.common.external.ncpol2sdpa.nc_utils) get_neighbors() (in module qrem.common.external.ncpol2sdpa) (in module qrem.common.external.ncpol2sdpa.physics_utils) get_neighbors_in_marginal() (qrem.qtypes.cn_noise_model.CNModelData method) (qrem.qtypes.CNModelData method) get_next_neighbors() (in module qrem.common.external.ncpol2sdpa) (in module qrem.common.external.ncpol2sdpa.physics_utils) get_noise_matrices_indexes() (qrem.qtypes.cn_noise_model.CNModelData method) (qrem.qtypes.CNModelData method) get_noisy_energy_product_noise_model() (in module qrem.benchmarks.benchmarks_functions) get_noisy_marginals_within_cluster() (in module qrem.benchmarks.benchmarks_functions) get_offdiagonal_of_matrix() (in module qrem.common.math) get_offdiagonal_povm_part() (in module qrem.common.povmtools) get_pickle() (qrem.qtypes.datastructure_base.DataStructureBase method), [1] (qrem.qtypes.DataStructureBase method), [1] get_possible_n_qubit_outcomes() (in module qrem.common.povmtools) get_POVM_estimator() (in module qrem.common.tomography.tomography) (qrem.common.tomography.tomography.QDTFitter method) get_POVM_from_choi() (in module qrem.common.povmtools) get_povm_from_stochastic_map() (in module qrem.common.povmtools) get_projected_least_squares_povm_estimator() (in module qrem.common.tomography.tomography) get_qiskit_provider() (in module qiskit_utilities) get_r_operator() (in module qrem.common.tomography.tomography) get_random_2SAT_clauses() (in module qrem.benchmarks.hamiltonians) get_recursive_xmat_value() (in module qrem.common.external.ncpol2sdpa.solver_common) get_reduced_noise_matrix_2q() (in module qrem.common.povmtools) get_relaxation() (qrem.common.external.ncpol2sdpa.faacets_relaxation.FaacetsRelaxation method) (qrem.common.external.ncpol2sdpa.FaacetsRelaxation method) (qrem.common.external.ncpol2sdpa.sdp_relaxation.SdpRelaxation method) (qrem.common.external.ncpol2sdpa.SdpRelaxation method) get_S_i() (in module qrem.characterization.clustering_algorithms) get_S_ij_av() (in module qrem.characterization.clustering_algorithms) get_sample_from_multinomial_distribution() (in module qrem.common.math) get_Sc_i() (in module qrem.characterization.clustering_algorithms) get_shots_results_from_qiskit_result() (in module qrem.providers.ibmutils.data_converters) get_sos_decomposition() (in module qrem.common.external.ncpol2sdpa.solver_common) (qrem.common.external.ncpol2sdpa.sdp_relaxation.SdpRelaxation method) (qrem.common.external.ncpol2sdpa.SdpRelaxation method) get_square2D_spins() (in module qrem.common.external.CBB.spin_models) get_statistical_error_bound() (in module qrem.common.povmtools) get_stochastic_map_from_povm() (in module qrem.common.povmtools) get_strengthen_low() (in module qrem.common.external.CBB.branchandbound_tools) get_su2_parametrizing_angles() (in module qrem.common.povmtools) get_sup() (in module qrem.common.external.CBB.branchandbound_tools) get_support() (in module qrem.common.external.ncpol2sdpa.nc_utils) get_support_variables() (in module qrem.common.external.ncpol2sdpa.nc_utils) get_symbolic_hamiltonian_from_weights_dictionary() (in module qrem.ctmp.modeltools.ground_state_estimation) get_tensored_ket() (in module qrem.common.tomography.tomography) get_tensored_ket_LS() (in module qrem.common.tomography.tomography) get_triang_ineqs() (in module qrem.common.external.CBB.branchandbound_tools) get_unitary_change_ket_qubit() (in module qrem.common.povmtools) get_up_and_low() (in module qrem.common.external.CBB.branchandbound_tools) get_valid_qubits_properties() (in module qrem.providers.aws_braket) (in module qrem.providers.ibm) get_weights_dictionary_from_weights_matrix() (in module qrem.benchmarks.hamiltonians) get_xmat_value() (in module qrem.common.external.ncpol2sdpa.solver_common) gtc_tensor_calculating_function() (in module QDT_pyquill) (in module QDT_qiskit)

H

hamiltonians_dictionary_rig (in module qrem.pipelines.qdot_test) have_ipython (in module qrem.common.external.ncpol2sdpa.sdp_relaxation) help() (qrem.common.config.QremConfigLoader method) (qrem.QremConfigLoader method)

hierarchy_types (qrem.common.external.ncpol2sdpa.steering_hierarchy.SteeringHierarchy attribute) (qrem.common.external.ncpol2sdpa.SteeringHierarchy attribute) HIP_switch() (in module qrem.common.external.hyperplane_projections)

I

ibm_to_qrem_restults() (in module qrem.providers.ibmutils.ibmutils) identity_check() (in module qrem.common.math) imap (in module qrem.common.external.ncpol2sdpa.sdp_relaxation) import_json() (qrem.qtypes.datastructure_base.DataStructureBase method), [1] (qrem.qtypes.DataStructureBase method), [1] import_pickle() (qrem.qtypes.datastructure_base.DataStructureBase method), [1] (qrem.qtypes.DataStructureBase method), [1] increasing_steps() (in module qrem.common.external.hyperplane_projections) InfinityException information_completeness_verification_qualitative() (in module qrem.common.experiment.information_completeness) information_completeness_verification_quantitative() (in module qrem.common.experiment.information_completeness) integer_to_bitstring() (in module qrem.common.convert)

integer_to_ditstring() (in module qrem.common.convert) intlist_to_string() (in module qrem.pipelines.simulate_experiment) inverse_noise_matrices (qrem.qtypes.cn_noise_model.CNModelData attribute) (qrem.qtypes.CNModelData attribute) is_adjoint() (in module qrem.common.external.ncpol2sdpa.nc_utils) is_hermitian() (in module qrem.common.external.ncpol2sdpa.nc_utils) is_matrix_stochastic() (in module qrem.common.math) is_number_type() (in module qrem.common.external.ncpol2sdpa.nc_utils) is_pauli_x() (in module qrem.common.math) is_pure_substitution_rule() (in module qrem.common.external.ncpol2sdpa.nc_utils) is_valid_probability_vector() (in module qrem.common.probability) iscomplex() (in module qrem.common.external.ncpol2sdpa.nc_utils)

J

job_IDs (qrem.qtypes.circuit_collection.CircuitCollection attribute) (qrem.qtypes.CircuitCollection attribute)

JOB_PAYLOD_SIZE_LIMIT (in module qrem.providers.ibm)

K

ketbra() (in module qrem.common.math)

keystring_to_qubit_indices() (in module qrem.common.convert) kronecker_product() (in module qrem.common.math)

L

la() (in module qrem.common.external.hyperplane_projections) labels_interpreter_paulis() (in module qrem.common.tomography.tomography) labels_interpreter_paulis_rigetti_debug() (in module qrem.common.tomography.tomography) legend_bar_height (in module plotting_constants) legend_bar_width (in module plotting_constants) lightest_gray (in module plotting_constants) lists_difference() (in module qrem.common.utils) lists_intersection() (in module qrem.common.utils) lists_intersection_multiple() (in module qrem.common.utils) lists_sum() (in module qrem.common.utils) lists_sum_multiple() (in module qrem.common.utils) load() (in module qrem.common.io) (qrem.common.config.QremConfigLoader method) (qrem.QremConfigLoader method)

load_config() (in module qrem) (qrem.qtypes.circuit_collection.CircuitCollection method) (qrem.qtypes.CircuitCollection method) load_from_dict() (qrem.qtypes.circuit_collection.CircuitCollection method) (qrem.qtypes.CircuitCollection method) (qrem.qtypes.datastructure_base.DataStructureBase method), [1] (qrem.qtypes.DataStructureBase method), [1] locality (qrem.qtypes.circuit_collection.CircuitCollection attribute) (qrem.qtypes.CircuitCollection attribute) log_coefficient() (in module qrem.common.experiment.information_completeness)

M

make_move_operation() (in module qrem.characterization.clustering_algorithms) make_swap_operation() (in module qrem.characterization.clustering_algorithms) map_index_to_order() (in module qrem.common.utils) marginals_dictionary_rig (in module qrem.pipelines.qdot_test), [1] matrix_zero_check() (in module qrem.common.math) max_stroke_width_to_length_ratio (in module plotting_constants) maximum_violation() (in module qrem.common.external.ncpol2sdpa) (in module qrem.common.external.ncpol2sdpa.physics_utils) medium_gray (in module plotting_constants) merge_multiple_counts_dictionaries() (in module qrem.common.convert) merge_results_list() (in module qrem.cn.simtools.auxiliary_merging_functions) merge_samples_list() (in module qrem.cn.simtools.auxiliary_merging_functions) metadata (qrem.qtypes.circuit_collection.CircuitCollection attribute) (qrem.qtypes.CircuitCollection attribute) mitigate_expected_value() (in module qrem.ctmp.mitigation) mitigate_marginal() (in module qrem.cn.mitigation) mitigate_marginal_product() (in module qrem.cn.mitigation) mitigate_marginal_state_dependent() (in module qrem.cn.mitigation) mitigate_marginals() (in module qrem.cn.mitigation) (in module qrem.ctmp.mitigation) mitigate_marginals_product() (in module qrem.cn.mitigation) MitigationData (class in qrem.qtypes.mitigation_data) model (in module qrem.cn.simtools.custom_model_creator) model_specification_from_string() (in module qrem.providers.simutils.simutils) module article_plots_functions benchmark_plots_functions device_constants functions_aws_rigetti plotting_constants pyquil_utilities QDT_pyquill QDT_qiskit qiskit_utilities qrem qrem.benchmarks qrem.benchmarks.benchmarks_functions qrem.benchmarks.hamiltonians qrem.characterization qrem.characterization.characterization qrem.characterization.characterization_routine qrem.characterization.clustering_algorithms qrem.characterization.neighbors_algorithms qrem.cn qrem.cn.mitigation qrem.cn.mitigtools qrem.cn.modeltools qrem.cn.simtools qrem.cn.simtools.auxiliary_merging_functions qrem.cn.simtools.custom_model_creator qrem.cn.simtools.noisy_simulationsKKM qrem.cn.simulation qrem.common qrem.common.config qrem.common.constants qrem.common.convert qrem.common.experiment qrem.common.experiment.information_completeness qrem.common.experiment.tomography qrem.common.experiment.tomoutils qrem.common.experiment.tomoutils.algortithmic_circuits qrem.common.external qrem.common.external.CBB qrem.common.external.CBB.branchandbound_tools qrem.common.external.CBB.spin_models qrem.common.external.hyperplane_projections qrem.common.external.ncpol2sdpa qrem.common.external.ncpol2sdpa.chordal_extension qrem.common.external.ncpol2sdpa.cvxpy_utils qrem.common.external.ncpol2sdpa.faacets_relaxation qrem.common.external.ncpol2sdpa.moroder_hierarchy qrem.common.external.ncpol2sdpa.mosek_utils qrem.common.external.ncpol2sdpa.nc_utils qrem.common.external.ncpol2sdpa.physics_utils qrem.common.external.ncpol2sdpa.picos_utils qrem.common.external.ncpol2sdpa.rdm_hierarchy qrem.common.external.ncpol2sdpa.sdp_relaxation qrem.common.external.ncpol2sdpa.sdpa_utils qrem.common.external.ncpol2sdpa.solver_common qrem.common.external.ncpol2sdpa.steering_hierarchy qrem.common.io qrem.common.math qrem.common.povmtools qrem.common.printer qrem.common.probability qrem.common.registers qrem.common.scipy_optimizers_wrappers qrem.common.tomography qrem.common.tomography.tomography qrem.common.utils qrem.ctmp qrem.ctmp.mitigation qrem.ctmp.mitigtools qrem.ctmp.mitigtools.mitig_utils qrem.ctmp.mitigtools.observables_utils qrem.ctmp.model qrem.ctmp.modeltools qrem.ctmp.modeltools.ground_state_estimation qrem.ctmp.modeltools.qubit_utils qrem.ctmp.simtools qrem.ctmp.simtools.sampling_utils qrem.ctmp.simulation qrem.mitigation qrem.mitigation.mitigation_routines qrem.pipelines qrem.pipelines.qdot_test qrem.pipelines.run_aws_experiment qrem.pipelines.run_ibm_experiment qrem.pipelines.run_simulation_experiment qrem.pipelines.simulate_experiment qrem.pipelines.test_mitigation_workflow qrem.providers qrem.providers.aws_braket qrem.providers.awsutils qrem.providers.awsutils.aws_braket_runner qrem.providers.awsutils.awsutils qrem.providers.ibm qrem.providers.ibmutils qrem.providers.ibmutils.data_converters qrem.providers.ibmutils.ibmutils qrem.providers.simulation qrem.providers.simutils qrem.providers.simutils.simutils qrem.qtypes qrem.qtypes.characterization_data qrem.qtypes.circuit_collection qrem.qtypes.cn_noise_model qrem.qtypes.ctmp_noise_model qrem.qtypes.datastructure_base qrem.qtypes.experiment_results qrem.qtypes.mitigation_data qrem.qtypes.qunatum_detector_tomography_data visualisation

moment_of_entry() (in module qrem.common.external.ncpol2sdpa.nc_utils) MoroderHierarchy (class in qrem.common.external.ncpol2sdpa) (class in qrem.common.external.ncpol2sdpa.moroder_hierarchy) moseksol_to_xmat() (in module qrem.common.external.ncpol2sdpa.mosek_utils) MyTestStructure (class in qrem.qtypes.datastructure_base)

N

n (qrem.qtypes.ctmp_noise_model.CTMPModelData attribute) (qrem.qtypes.CTMPModelData attribute) ncdegree() (in module qrem.common.external.ncpol2sdpa.nc_utils) ndarray_to_bitstring() (in module qrem.common.convert) negate_bitstring() (in module qrem.common.convert) new_proj_CP_threshold() (in module qrem.common.external.hyperplane_projections) no_shots (qrem.qtypes.circuit_collection.CircuitCollection attribute) (qrem.qtypes.CircuitCollection attribute) noise_matrices (qrem.qtypes.cn_noise_model.CNModelData attribute) (qrem.qtypes.CNModelData attribute)

noise_model_from_file() (in module qrem.providers.simutils.simutils) noise_models_mitigated_energy_dictionary_error (qrem.qtypes.mitigation_data.MitigationData attribute) noise_models_mitigated_energy_dictionary_error_statistics (qrem.qtypes.mitigation_data.MitigationData attribute) noise_models_mitigation_results_dictionary (qrem.qtypes.mitigation_data.MitigationData attribute) None (qrem.qtypes.datastructure_base.DataStructureBase attribute) (qrem.qtypes.DataStructureBase attribute) normalize_marginals() (in module qrem.common.probability) number_of_qubits (in module qrem.cn.simtools.custom_model_creator) (in module qrem.cn.simtools.noisy_simulationsKKM) (in module qrem.pipelines.test_mitigation_workflow)

O

opacity_of_unused (in module plotting_constants) operational_distance_POVMs() (in module qrem.common.povmtools)

outeq() (in module qrem.ctmp.modeltools.qubit_utils) outer_product() (in module qrem.common.math) Overlap() (in module qrem.characterization.characterization)

P

params_starting (in module qrem.common.scipy_optimizers_wrappers) parse_boolean() (in module qrem.common.config) parse_literal() (in module qrem.common.config) parse_mosek_solution() (in module qrem.common.external.ncpol2sdpa.mosek_utils) parse_solution_matrix() (in module qrem.common.external.ncpol2sdpa.sdpa_utils) parse_str() (in module qrem.common.config) partial_trace() (in module qrem.common.math) partition_algorithm_v1() (in module qrem.characterization.clustering_algorithms) partition_algorithm_v1_cummulative() (in module qrem.characterization.clustering_algorithms) partition_algorithm_v2_cummulative() (in module qrem.characterization.clustering_algorithms) partition_algorithm_v3_cummulative() (in module qrem.characterization.clustering_algorithms) partition_algorithm_v4_cummulative() (in module qrem.characterization.clustering_algorithms) partition_algorithm_v4_cummulative_temp() (in module qrem.characterization.clustering_algorithms) pauli_constraints() (in module qrem.common.external.ncpol2sdpa) (in module qrem.common.external.ncpol2sdpa.physics_utils) pauli_dict_test (qrem.common.math.Constants attribute), [1] pauli_eigenkets() (qrem.common.math.Constants static method) pauli_eigenkets_listed() (qrem.common.math.Constants static method) pauli_measurements() (qrem.common.math.Constants static method) pauli_sigmas() (qrem.common.math.Constants static method) perform_clustering_routine() (in module qrem.characterization.characterization)

perform_noise_model_reconstruction_routine() (in module qrem.characterization.characterization) permute_composite_matrix() (in module qrem.common.math) permute_composite_vector() (in module qrem.common.math) permute_matrix() (in module qrem.common.math) permute_vector() (in module qrem.common.math) pick_monomials_of_degree() (in module qrem.common.external.ncpol2sdpa.nc_utils) pick_monomials_up_to_degree() (in module qrem.common.external.ncpol2sdpa.nc_utils) plotting_constants module prepare_cricuits() (in module qrem.providers.aws_braket) prepare_outfile() (in module qrem.common.io) Probability (class in qrem.common.external.ncpol2sdpa) (class in qrem.common.external.ncpol2sdpa.physics_utils) process_constraints() (qrem.common.external.ncpol2sdpa.sdp_relaxation.SdpRelaxation method) (qrem.common.external.ncpol2sdpa.SdpRelaxation method) proj_CP_threshold() (in module qrem.common.external.hyperplane_projections) proj_TP() (in module qrem.common.external.hyperplane_projections) projective_measurement_constraints() (in module qrem.common.external.ncpol2sdpa) (in module qrem.common.external.ncpol2sdpa.physics_utils) pyquil_utilities module

Q

QDT_circuits_qiskit() (in module QDT_qiskit) QDT_pyquill module QDT_qiskit module QDTCalibrationSetup (class in qrem.qtypes.qunatum_detector_tomography_data) QDTFitter (class in qrem.common.tomography.tomography) QISKIT_IBM_CHANNEL (in module qrem.providers.ibm) QISKIT_IBM_TOKEN (in module qrem.providers.ibm) qiskit_utilities module qprint() (in module qrem) (in module qrem.common.printer) qprint_array() (in module qrem.common.printer) qrem module qrem.benchmarks module qrem.benchmarks.benchmarks_functions module qrem.benchmarks.hamiltonians module qrem.characterization module qrem.characterization.characterization module qrem.characterization.characterization_routine module qrem.characterization.clustering_algorithms module qrem.characterization.neighbors_algorithms module qrem.cn module qrem.cn.mitigation module qrem.cn.mitigtools module qrem.cn.modeltools module qrem.cn.simtools module qrem.cn.simtools.auxiliary_merging_functions module qrem.cn.simtools.custom_model_creator module qrem.cn.simtools.noisy_simulationsKKM module qrem.cn.simulation module qrem.common module qrem.common.config module qrem.common.constants module qrem.common.convert module qrem.common.experiment module qrem.common.experiment.information_completeness module qrem.common.experiment.tomography module qrem.common.experiment.tomoutils module qrem.common.experiment.tomoutils.algortithmic_circuits module qrem.common.external module qrem.common.external.CBB module qrem.common.external.CBB.branchandbound_tools module qrem.common.external.CBB.spin_models module qrem.common.external.hyperplane_projections module qrem.common.external.ncpol2sdpa module qrem.common.external.ncpol2sdpa.chordal_extension module qrem.common.external.ncpol2sdpa.cvxpy_utils module qrem.common.external.ncpol2sdpa.faacets_relaxation module qrem.common.external.ncpol2sdpa.moroder_hierarchy module qrem.common.external.ncpol2sdpa.mosek_utils module qrem.common.external.ncpol2sdpa.nc_utils module qrem.common.external.ncpol2sdpa.physics_utils module qrem.common.external.ncpol2sdpa.picos_utils module qrem.common.external.ncpol2sdpa.rdm_hierarchy module qrem.common.external.ncpol2sdpa.sdp_relaxation module qrem.common.external.ncpol2sdpa.sdpa_utils module qrem.common.external.ncpol2sdpa.solver_common module qrem.common.external.ncpol2sdpa.steering_hierarchy module qrem.common.io module qrem.common.math module

qrem.common.povmtools module qrem.common.printer module qrem.common.probability module qrem.common.registers module qrem.common.scipy_optimizers_wrappers module qrem.common.tomography module qrem.common.tomography.tomography module qrem.common.utils module qrem.ctmp module qrem.ctmp.mitigation module qrem.ctmp.mitigtools module qrem.ctmp.mitigtools.mitig_utils module qrem.ctmp.mitigtools.observables_utils module qrem.ctmp.model module qrem.ctmp.modeltools module qrem.ctmp.modeltools.ground_state_estimation module qrem.ctmp.modeltools.qubit_utils module qrem.ctmp.simtools module qrem.ctmp.simtools.sampling_utils module qrem.ctmp.simulation module qrem.mitigation module qrem.mitigation.mitigation_routines module qrem.pipelines module qrem.pipelines.qdot_test module qrem.pipelines.run_aws_experiment module qrem.pipelines.run_ibm_experiment module qrem.pipelines.run_simulation_experiment module qrem.pipelines.simulate_experiment module qrem.pipelines.test_mitigation_workflow module qrem.providers module qrem.providers.aws_braket module qrem.providers.awsutils module qrem.providers.awsutils.aws_braket_runner module qrem.providers.awsutils.awsutils module qrem.providers.ibm module qrem.providers.ibmutils module qrem.providers.ibmutils.data_converters module qrem.providers.ibmutils.ibmutils module qrem.providers.simulation module qrem.providers.simutils module qrem.providers.simutils.simutils module qrem.qtypes module qrem.qtypes.characterization_data module qrem.qtypes.circuit_collection module qrem.qtypes.cn_noise_model module qrem.qtypes.ctmp_noise_model module qrem.qtypes.datastructure_base module qrem.qtypes.experiment_results module qrem.qtypes.mitigation_data module qrem.qtypes.qunatum_detector_tomography_data module QremConfigLoader (class in qrem) (class in qrem.common.config) qubit_in_cluster_membership (qrem.qtypes.cn_noise_model.CNModelData attribute) (qrem.qtypes.CNModelData attribute) qubit_indices (qrem.qtypes.circuit_collection.CircuitCollection attribute) (qrem.qtypes.CircuitCollection attribute) qubit_indices_to_keystring() (in module qrem.common.convert) qubit_swap() (in module qrem.common.math) qubits_keystring_to_tuple() (in module qrem.common.convert)

R

radius_size (in module plotting_constants) random_circuits_count (qrem.qtypes.circuit_collection.CircuitCollection attribute) (qrem.qtypes.CircuitCollection attribute) random_element() (in module qrem.ctmp.mitigtools.observables_utils) random_stochastic_matrix() (in module qrem.common.probability) rates (qrem.qtypes.ctmp_noise_model.CTMPModelData attribute) (qrem.qtypes.CTMPModelData attribute) rates_from_exp_results() (in module qrem.ctmp.model) rbd (in module qrem.ctmp.model) RdmHierarchy (class in qrem.common.external.ncpol2sdpa) (class in qrem.common.external.ncpol2sdpa.rdm_hierarchy) read_sdpa_out() (in module qrem.common.external.ncpol2sdpa) (in module qrem.common.external.ncpol2sdpa.sdpa_utils) RejectionException Relaxation (class in qrem.common.external.ncpol2sdpa.sdp_relaxation) remove_scalar_factor() (in module qrem.common.external.ncpol2sdpa.nc_utils)

reorder_classical_register() (in module qrem.common.convert) reorder_probabilities() (in module qrem.common.convert) results_dictionary_rig (in module qrem.pipelines.qdot_test) ResultsForPlotting (class in visualisation) retrieve_results() (in module qrem.providers.aws_braket) (in module qrem.providers.ibm) return_cluster_index() (in module qrem.characterization.clustering_algorithms) reverse_bitstrings_in_counts_dictionary() (in module qrem.common.convert) round_array_to_ndigits() (in module qrem.common.math) round_matrix_for_print() (in module qrem.common.printer) run() (in module qrem.pipelines.run_aws_experiment) (in module qrem.pipelines.run_ibm_experiment) (in module qrem.providers.awsutils.aws_braket_runner) run_batches() (in module qiskit_utilities) run_batches_parametric() (in module pyquil_utilities) run_simulation_experiment() (in module qrem.pipelines.run_simulation_experiment)

S

sample() (in module qrem.ctmp.mitigtools.observables_utils) save() (in module qrem.common.io) save_monomial_index() (in module qrem.common.external.ncpol2sdpa.nc_utils) (qrem.common.external.ncpol2sdpa.sdp_relaxation.SdpRelaxation method) (qrem.common.external.ncpol2sdpa.SdpRelaxation method) SdpRelaxation (class in qrem.common.external.ncpol2sdpa) (class in qrem.common.external.ncpol2sdpa.sdp_relaxation) separate_scalar_factor() (in module qrem.common.external.ncpol2sdpa.nc_utils) set_clusters_list() (visualisation.ResultsForPlotting method) set_clusters_neighborhoods() (qrem.qtypes.cn_noise_model.CNModelData method) (qrem.qtypes.CNModelData method) set_clusters_tuple() (qrem.qtypes.cn_noise_model.CNModelData method) (qrem.qtypes.CNModelData method) set_noise_matrices_dictionary() (qrem.qtypes.cn_noise_model.CNModelData method) (qrem.qtypes.CNModelData method) set_noise_model() (qrem.qtypes.cn_noise_model.CNModelData method) (qrem.qtypes.CNModelData method) set_objective() (qrem.common.external.ncpol2sdpa.sdp_relaxation.SdpRelaxation method) (qrem.common.external.ncpol2sdpa.SdpRelaxation method) (qrem.common.external.ncpol2sdpa.steering_hierarchy.SteeringHierarchy method) (qrem.common.external.ncpol2sdpa.SteeringHierarchy method) SIGNIFICANT_DIGITS (in module qrem.common.constants), [1] SIGNIFICANT_DIGITS_POVM (in module qrem.common.constants), [1] simplify_polynomial() (in module qrem.common.external.ncpol2sdpa.nc_utils) simulate_clean_experiment() (in module qrem.providers.simulation) simulate_experiment() (in module qrem.pipelines.simulate_experiment) simulate_noise_results_dictionary() (in module qrem.cn.simulation)

simulate_noise_results_dictionary__new_version() (in module qrem.cn.simulation) simulate_noise_results_dictionary_old() (in module qrem.cn.simulation) simulate_noisy_experiment() (in module qrem.pipelines.simulate_experiment) (in module qrem.providers.simulation) sliding_cliques() (in module qrem.common.external.ncpol2sdpa.chordal_extension) solve() (qrem.common.external.ncpol2sdpa.sdp_relaxation.Relaxation method) solve_2SAT_hamiltonian() (in module qrem.benchmarks.hamiltonians) solve_sdp() (in module qrem.common.external.ncpol2sdpa.solver_common) solve_with_cvxopt() (in module qrem.common.external.ncpol2sdpa.picos_utils) solve_with_cvxpy() (in module qrem.common.external.ncpol2sdpa.cvxpy_utils) solve_with_mosek() (in module qrem.common.external.ncpol2sdpa.mosek_utils) solve_with_sdpa() (in module qrem.common.external.ncpol2sdpa.sdpa_utils) sort_bitarray() (in module qrem.common.convert) sort_bitstring() (in module qrem.common.convert) sort_things() (in module qrem.common.utils) specifications (in module qrem.cn.simtools.custom_model_creator) spectral_decomposition() (in module qrem.common.math) split_commutative_parts() (in module qrem.common.external.ncpol2sdpa.nc_utils) standard_gates() (qrem.common.math.Constants static method) SteeringHierarchy (class in qrem.common.external.ncpol2sdpa) (class in qrem.common.external.ncpol2sdpa.steering_hierarchy) step() (in module qrem.common.external.hyperplane_projections) step2() (in module qrem.common.external.hyperplane_projections) streamprinter() (in module qrem.common.external.ncpol2sdpa.mosek_utils) stroke_width_medium (in module plotting_constants) stroke_width_thick (in module plotting_constants) stroke_width_thin (in module plotting_constants) swap_keys_and_values() (in module qrem.common.utils)

T

t1() (in module qrem.cn.simtools.auxiliary_merging_functions) TEST_RUN (in module qrem.pipelines.run_aws_experiment) threshold (in module qrem.common.povmtools) to_json() (qrem.qtypes.datastructure_base.DataStructureBase method), [1] (qrem.qtypes.DataStructureBase method), [1] total_circuits_count (qrem.qtypes.circuit_collection.CircuitCollection attribute) (qrem.qtypes.CircuitCollection attribute)

transform_marginal_statistics_to_list_of_results() (in module qrem.cn.simtools.auxiliary_merging_functions) translate_circuits_to_braket_format() (in module qrem.providers.aws_braket) translate_circuits_to_qiskit_format() (in module qrem.providers.ibm) transpile_circuits() (in module qrem.providers.ibmutils.ibmutils) tutorial_simulator (in module device_constants)

U

unique() (in module qrem.common.external.ncpol2sdpa.nc_utils)

V

values() (qrem.common.config.QremConfigLoader method) (qrem.QremConfigLoader method)

visualisation module

W

warprint() (in module qrem.common.printer) washington (in module device_constants) which() (in module qrem.common.external.ncpol2sdpa.sdpa_utils) WHITE (in module plotting_constants) wrapped_multiprocessing_function() (in module qrem.common.utils) wrapper_scipy_optimize() (in module qrem.common.scipy_optimizers_wrappers)

write_to_file() (qrem.common.external.ncpol2sdpa.sdp_relaxation.SdpRelaxation method) (qrem.common.external.ncpol2sdpa.SdpRelaxation method) (qrem.common.external.ncpol2sdpa.steering_hierarchy.SteeringHierarchy method) (qrem.common.external.ncpol2sdpa.SteeringHierarchy method) write_to_human_readable() (in module qrem.common.external.ncpol2sdpa.sdpa_utils) write_to_sdpa() (in module qrem.common.external.ncpol2sdpa.sdpa_utils)

Z

zeros_to_dots_for_print() (in module qrem.common.printer)