Index

A

abs_component_map (ComplementReport attribute) abs_loading (ParamEntry attribute) abs_loadings (RawResult attribute) adaptive_sampling_var() (in module landscape_tools.barren_plateaus) analysis_type (ExperimentConfig attribute)

AnalysisResult (class in landscape_tools.barren_plateaus) (class in landscape_tools.landscape_visualization) analyze_pca() (in module landscape_tools.landscape_visualization) Ansatz (CostFunctionContext attribute) ansatz_name (ExperimentConfig attribute)

B

barren_plateaus_analysis() (in module landscape_tools.barren_plateaus) block_slices (RawResult attribute)

bootstrap_B (SamplingConfig attribute) bootstrap_var_diagnostic_1d() (in module landscape_tools.barren_plateaus)

C

circuits (CostFunctionContext attribute) ComplementReport (class in landscape_tools.landscape_visualization) component_id (ComplementReport attribute) component_map (ComplementReport attribute) component_reports (AnalysisResult attribute) component_vector (ComplementReport attribute) components (PCAPlotResult attribute) (PCAResult attribute) (RawResult attribute)

correlation_with_component_score (ParamEntry attribute) correlations (AnalysisResult attribute) CostFunctionBuilder (class in landscape_tools.barren_plateaus) CostFunctionContext (class in landscape_tools.barren_plateaus) cumulative_explained_variance (PCASummary attribute)

D

depth (CostFunctionContext attribute)

dominant_component (PCASummary attribute)

E

effective_rank_90pct (PCASummary attribute) effective_rank_95pct (PCASummary attribute) ela_difficulty() (in module landscape_tools.exploratory_landscape_analysis) ExecutionConfig (class in landscape_tools.barren_plateaus)

ExperimentConfig (class in landscape_tools.barren_plateaus) explained_variance_ratio (ComplementReport attribute) (PCAResult attribute) (PCASummary attribute) extend_with_last() (in module landscape_tools.barren_plateaus)

F

field (ParamEntry attribute) field_component_scores (ComplementReport attribute) field_ranking (AnalysisResult attribute) (PCASummary attribute)

flat (InfluenceMap attribute) flat_parameter_labels (RawResult attribute)

G

global_abs_influence (InfluenceMapInstance attribute) (ParamEntry attribute) (RawResult attribute) global_path_influence (InfluenceMapInstance attribute) (ParamEntry attribute) (RawResult attribute)

global_ranking (AnalysisResult attribute) global_sq_influence (InfluenceMapInstance attribute) (ParamEntry attribute) (RawResult attribute)

I

index (ParamEntry attribute) index_map (RawResult attribute) influence_maps (AnalysisResult attribute)

InfluenceMap (class in landscape_tools.landscape_visualization) InfluenceMapInstance (class in landscape_tools.landscape_visualization) initial_Pauli_string (ExperimentConfig attribute)

L

label (ParamEntry attribute) landscape_tools.barren_plateaus module landscape_tools.exploratory_landscape_analysis module landscape_tools.landscape_visualization module

lay (LayerResult attribute) LayerResult (class in landscape_tools.barren_plateaus) loading (ParamEntry attribute) local_index (ParamEntry attribute) loss_scan_1d() (in module landscape_tools.landscape_visualization) loss_scan_2d_3d() (in module landscape_tools.landscape_visualization)

M

max_batch (SamplingConfig attribute) mean (ParamEntry attribute) metadata (AnalysisResult attribute) module landscape_tools.barren_plateaus landscape_tools.exploratory_landscape_analysis landscape_tools.landscape_visualization

most_influential_parameters (PCASummary attribute)

N

N_batch (SamplingConfig attribute) n_components_analyzed (PCASummary attribute) n_jobs (ExecutionConfig attribute) N_layers (ExperimentConfig attribute) N_layers_extended (AnalysisResult attribute) N_max (SamplingConfig attribute) N_min (SamplingConfig attribute)

n_parameters (PCASummary attribute) n_qubits (CostFunctionContext attribute) N_qubits (ExperimentConfig attribute) N_qubits_extended (AnalysisResult attribute) n_steps (PCASummary attribute) nq (LayerResult attribute) (Result attribute)

O

obs (LayerResult attribute) (Result attribute)

observables (CostFunctionContext attribute) observables_list (ExperimentConfig attribute)

P

pad_pauli_strings_growth() (in module landscape_tools.barren_plateaus) padding_type (AnalysisResult attribute) padding_types (ExperimentConfig attribute) param0 (PCAResult attribute) param_history (PCAResult attribute) param_mean (RawResult attribute) param_range (RawResult attribute) param_std (RawResult attribute) ParamEntry (class in landscape_tools.landscape_visualization) parameter_labels (RawResult attribute) parameter_range (InfluenceMapInstance attribute) parameter_std (InfluenceMapInstance attribute) path_contrib_per_component (RawResult attribute) path_contribution_in_component (ParamEntry attribute) path_contribution_map (ComplementReport attribute)

path_length (ParamEntry attribute) path_length_per_param (InfluenceMapInstance attribute) (RawResult attribute) pca (PCAResult attribute) pca_loss_scan() (in module landscape_tools.landscape_visualization) PCAPlotResult (class in landscape_tools.landscape_visualization) PCAResult (class in landscape_tools.landscape_visualization) PCASummary (class in landscape_tools.landscape_visualization) perform_pca_and_analysis() (in module landscape_tools.landscape_visualization) plot_joint_scaling_padding() (in module landscape_tools.barren_plateaus) plot_layerwise_qubits() (in module landscape_tools.barren_plateaus) plot_layerwise_qubits_padding() (in module landscape_tools.barren_plateaus) plot_pca_analysis() (in module landscape_tools.landscape_visualization) plot_pca_circuit_schematic_real_circuit() (in module landscape_tools.landscape_visualization) plot_pca_loss_scan_2d() (in module landscape_tools.landscape_visualization) plot_pca_loss_scan_3d() (in module landscape_tools.landscape_visualization)

R

random_mixed_directions() (in module landscape_tools.landscape_visualization) range (ParamEntry attribute) raw (AnalysisResult attribute)

RawResult (class in landscape_tools.landscape_visualization) rel_err_target (SamplingConfig attribute) Result (class in landscape_tools.barren_plateaus)

S

safety_factor (SamplingConfig attribute) SamplingConfig (class in landscape_tools.barren_plateaus) score_max (ComplementReport attribute) score_mean (ComplementReport attribute) score_min (ComplementReport attribute) score_std (ComplementReport attribute)

scores (AnalysisResult attribute) sq_loading (ParamEntry attribute) sq_loadings (RawResult attribute) std (ParamEntry attribute) summary (AnalysisResult attribute) (PCAPlotResult attribute)

T

top_abs_parameters (ComplementReport attribute) top_negative_parameters (ComplementReport attribute) top_positive_parameters (ComplementReport attribute)

top_training_path_parameters (ComplementReport attribute) tracked (AnalysisResult attribute) traj_xy (PCAResult attribute) traj_z (PCAResult attribute)

V

var (LayerResult attribute) (Result attribute)

VarianceNormalisation (class in landscape_tools.barren_plateaus) verbose (ExecutionConfig attribute)

W

weights (RawResult attribute)

X

X (PCAResult attribute)

x_range (PCAResult attribute)

Y

Y (PCAResult attribute)

y_range (PCAResult attribute)

Z

Z (PCAResult attribute)