Index

_

__init__() (qgml.core.base_quantum_trainer.BaseQuantumMatrixTrainer method) (qgml.geometry.quantum_geometry_trainer.QuantumGeometryTrainer method) (qgml.information.quantum_information.QuantumInformationAnalyzer method) (qgml.learning.supervised_trainer.SupervisedMatrixTrainer method) (qgml.learning.unsupervised_trainer.UnsupervisedMatrixTrainer method) (qgml.topology.topological_analyzer.TopologicalAnalyzer method)

A

analyze_complete_quantum_geometry() (qgml.geometry.quantum_geometry_trainer.QuantumGeometryTrainer method), [1] analyze_quantum_encoding() (qgml.learning.supervised_trainer.SupervisedMatrixTrainer method)

analyze_quantum_geometry() (qgml.geometry.quantum_geometry_trainer.QuantumGeometryTrainer method) analyze_quantum_information() (qgml.information.quantum_information.QuantumInformationAnalyzer method), [1] analyze_topological_properties() (qgml.topology.topological_analyzer.TopologicalAnalyzer method), [1]

B

BaseQuantumMatrixTrainer (class in qgml.core.base_quantum_trainer)

C

compute_berry_connection() (qgml.topology.topological_analyzer.TopologicalAnalyzer method), [1] compute_berry_curvature_2d() (qgml.topology.topological_analyzer.TopologicalAnalyzer method), [1] compute_berry_curvature_field() (qgml.geometry.quantum_geometry_trainer.QuantumGeometryTrainer method), [1] (qgml.topology.topological_analyzer.TopologicalAnalyzer method), [1] compute_bures_distance() (qgml.information.quantum_information.QuantumInformationAnalyzer method), [1] compute_chern_number() (qgml.geometry.quantum_geometry_trainer.QuantumGeometryTrainer method), [1] (qgml.topology.topological_analyzer.TopologicalAnalyzer method), [1] compute_commutation_penalty() (qgml.geometry.quantum_geometry_trainer.QuantumGeometryTrainer method) (qgml.learning.supervised_trainer.SupervisedMatrixTrainer method) (qgml.learning.unsupervised_trainer.UnsupervisedMatrixTrainer method) compute_density_matrix() (qgml.information.quantum_information.QuantumInformationAnalyzer method), [1] compute_eigenmaps() (qgml.geometry.quantum_geometry_trainer.QuantumGeometryTrainer method), [1] compute_eigensystem() (qgml.core.base_quantum_trainer.BaseQuantumMatrixTrainer method) compute_entanglement_entropy() (qgml.geometry.quantum_geometry_trainer.QuantumGeometryTrainer method), [1] (qgml.information.quantum_information.QuantumInformationAnalyzer method), [1] compute_error_hamiltonian() (qgml.core.base_quantum_trainer.BaseQuantumMatrixTrainer method) compute_ground_state() (qgml.core.base_quantum_trainer.BaseQuantumMatrixTrainer method) compute_loss() (qgml.core.base_quantum_trainer.BaseQuantumMatrixTrainer method) (qgml.geometry.quantum_geometry_trainer.QuantumGeometryTrainer method) (qgml.learning.supervised_trainer.SupervisedMatrixTrainer method) (qgml.learning.unsupervised_trainer.UnsupervisedMatrixTrainer method)

compute_matrix_laplacian() (qgml.geometry.quantum_geometry_trainer.QuantumGeometryTrainer method), [1] compute_prediction_loss() (qgml.learning.supervised_trainer.SupervisedMatrixTrainer method) compute_quantum_capacity_measures() (qgml.information.quantum_information.QuantumInformationAnalyzer method), [1] compute_quantum_coherence() (qgml.information.quantum_information.QuantumInformationAnalyzer method), [1] compute_quantum_fidelity() (qgml.core.base_quantum_trainer.BaseQuantumMatrixTrainer method) (qgml.information.quantum_information.QuantumInformationAnalyzer method), [1] compute_quantum_fisher_information() (qgml.information.quantum_information.QuantumInformationAnalyzer method), [1] compute_quantum_fisher_information_matrix() (qgml.geometry.quantum_geometry_trainer.QuantumGeometryTrainer method), [1] (qgml.information.quantum_information.QuantumInformationAnalyzer method), [1] compute_quantum_fluctuations() (qgml.geometry.quantum_geometry_trainer.QuantumGeometryTrainer method), [1] compute_quantum_geometry_loss() (qgml.geometry.quantum_geometry_trainer.QuantumGeometryTrainer method) compute_quantum_metric_tensor() (qgml.topology.topological_analyzer.TopologicalAnalyzer method), [1] compute_reconstruction_loss() (qgml.learning.unsupervised_trainer.UnsupervisedMatrixTrainer method) compute_reduced_density_matrix() (qgml.information.quantum_information.QuantumInformationAnalyzer method), [1] compute_topological_charge() (qgml.topology.topological_analyzer.TopologicalAnalyzer method), [1] compute_von_neumann_entropy() (qgml.geometry.quantum_geometry_trainer.QuantumGeometryTrainer method), [1] (qgml.information.quantum_information.QuantumInformationAnalyzer method), [1]

D

detect_quantum_phase_transitions() (qgml.geometry.quantum_geometry_trainer.QuantumGeometryTrainer method), [1] (qgml.topology.topological_analyzer.TopologicalAnalyzer method), [1]

E

estimate_intrinsic_dimension() (qgml.learning.unsupervised_trainer.UnsupervisedMatrixTrainer method)

estimate_intrinsic_dimension_weyl() (qgml.geometry.quantum_geometry_trainer.QuantumGeometryTrainer method), [1] evaluate() (qgml.learning.supervised_trainer.SupervisedMatrixTrainer method)

F

fit() (qgml.learning.supervised_trainer.SupervisedMatrixTrainer method) (qgml.learning.unsupervised_trainer.UnsupervisedMatrixTrainer method) forward() (qgml.core.base_quantum_trainer.BaseQuantumMatrixTrainer method) (qgml.geometry.quantum_geometry_trainer.QuantumGeometryTrainer method) (qgml.learning.supervised_trainer.SupervisedMatrixTrainer method) (qgml.learning.unsupervised_trainer.UnsupervisedMatrixTrainer method)

G

get_feature_expectations() (qgml.core.base_quantum_trainer.BaseQuantumMatrixTrainer method) get_model_info() (qgml.core.base_quantum_trainer.BaseQuantumMatrixTrainer method)

get_quantum_geometry_metrics() (qgml.learning.unsupervised_trainer.UnsupervisedMatrixTrainer method) get_quantum_state_properties() (qgml.core.base_quantum_trainer.BaseQuantumMatrixTrainer method)

I

invalidate_geometry_cache() (qgml.geometry.quantum_geometry_trainer.QuantumGeometryTrainer method)

P

predict_batch() (qgml.learning.supervised_trainer.SupervisedMatrixTrainer method)

Q

QuantumGeometryTrainer (class in qgml.geometry.quantum_geometry_trainer)

QuantumInformationAnalyzer (class in qgml.information.quantum_information)

R

reconstruct_manifold() (qgml.learning.unsupervised_trainer.UnsupervisedMatrixTrainer method)

S

SupervisedMatrixTrainer (class in qgml.learning.supervised_trainer)

T

TopologicalAnalyzer (class in qgml.topology.topological_analyzer)

train_epoch() (qgml.learning.supervised_trainer.SupervisedMatrixTrainer method) (qgml.learning.unsupervised_trainer.UnsupervisedMatrixTrainer method)

U

UnsupervisedMatrixTrainer (class in qgml.learning.unsupervised_trainer)

V

visualize_topology() (qgml.topology.topological_analyzer.TopologicalAnalyzer method), [1]