Index

A

Action (class in mqt.predictor.rl.actions) action_masks() (PredictorEnv method), [1] action_set (PredictorEnv attribute), [1] action_space (PredictorEnv attribute), [1] action_terminate_index (PredictorEnv attribute), [1] actions_final_optimization_indices (PredictorEnv attribute), [1]

actions_layout_indices (PredictorEnv attribute), [1] actions_mapping_indices (PredictorEnv attribute), [1] actions_opt_indices (PredictorEnv attribute), [1] actions_routing_indices (PredictorEnv attribute), [1] actions_synthesis_indices (PredictorEnv attribute), [1] apply() (PreProcessTKETRoutingAfterQiskitLayout method) apply_action() (PredictorEnv method), [1]

B

BQSKIT (CompilationOrigin attribute)

bqskit_to_qiskit() (in module mqt.predictor.rl.parsing)

C

calc_device_specific_features() (in module mqt.predictor.hellinger) (in module mqt.predictor.hellinger.utils) calc_supermarq_features() (in module mqt.predictor.utils) calculate_reward() (PredictorEnv method), [1] CompilationOrigin (class in mqt.predictor.rl.actions)

compile_as_predicted() (Predictor method), [1] compile_training_circuits() (Predictor method), [1] create_feature_dict() (in module mqt.predictor.rl.helper) create_feature_vector() (in module mqt.predictor.ml.helper) crit_depth() (in module mqt.predictor.reward) critical_depth (SupermarqFeatures attribute)

D

determine_valid_actions_for_state() (PredictorEnv method), [1] device (PredictorEnv attribute), [1] device_name (Predictor attribute), [1] DeviceDependentAction (class in mqt.predictor.rl.actions)

DeviceIndependentAction (class in mqt.predictor.rl.actions) devices (Predictor attribute), [1] dict_to_featurevector() (in module mqt.predictor.ml.helper) do_while (DeviceDependentAction attribute)

E

entanglement_ratio (SupermarqFeatures attribute) env (Predictor attribute), [1] esp_data_available() (in module mqt.predictor.reward)

estimated_hellinger_distance() (in module mqt.predictor.reward) estimated_success_probability() (in module mqt.predictor.reward) expected_fidelity() (in module mqt.predictor.reward)

F

figure_of_merit (in module mqt.predictor.reward) (Predictor attribute), [1], [2], [3] filename (PredictorEnv attribute), [1]

final_layout_bqskit_to_qiskit() (in module mqt.predictor.rl.parsing) final_layout_pytket_to_qiskit() (in module mqt.predictor.rl.parsing) FINAL_OPT (PassType attribute)

G

GENERAL (CompilationOrigin attribute) generate_training_data() (Predictor method), [1] get_actions_by_pass_type() (in module mqt.predictor.rl.actions) get_bqskit_native_gates() (in module mqt.predictor.rl.parsing) get_hellinger_model_path() (in module mqt.predictor.hellinger) (in module mqt.predictor.hellinger.utils) get_openqasm_gates() (in module mqt.predictor.ml.helper) get_path_results() (in module mqt.predictor.ml.helper)

get_path_trained_model() (in module mqt.predictor.ml.helper) (in module mqt.predictor.rl.helper) get_path_training_circuits() (in module mqt.predictor.ml.helper) (in module mqt.predictor.rl.helper) get_path_training_circuits_compiled() (in module mqt.predictor.ml.helper) get_path_training_data() (in module mqt.predictor.ml.helper) (in module mqt.predictor.rl.helper) get_state_sample() (in module mqt.predictor.rl.helper)

H

has_parameterized_gates (PredictorEnv attribute), [1]

hellinger_distance() (in module mqt.predictor.hellinger) (in module mqt.predictor.hellinger.utils)

I

indices_test (TrainingData attribute) indices_train (TrainingData attribute)

is_circuit_laid_out() (PredictorEnv method), [1] is_circuit_routed() (PredictorEnv method), [1] is_circuit_synthesized() (PredictorEnv method), [1]

L

LAYOUT (PassType attribute) layout (PredictorEnv attribute), [1] liveness (SupermarqFeatures attribute) load_model() (in module mqt.predictor.rl.predictor)

logger (in module mqt.predictor.ml.predictor) (in module mqt.predictor.reward) (in module mqt.predictor.rl.helper) (in module mqt.predictor.rl.predictorenv) (in module mqt.predictor.utils)

M

MAPPING (PassType attribute) module mqt.predictor mqt.predictor.hellinger mqt.predictor.hellinger.utils mqt.predictor.ml mqt.predictor.ml.helper mqt.predictor.ml.predictor mqt.predictor.qcompile mqt.predictor.reward mqt.predictor.rl mqt.predictor.rl.actions mqt.predictor.rl.helper mqt.predictor.rl.parsing mqt.predictor.rl.predictor mqt.predictor.rl.predictorenv mqt.predictor.utils mqt.predictor module mqt.predictor.hellinger module mqt.predictor.hellinger.utils module

mqt.predictor.ml module mqt.predictor.ml.helper module mqt.predictor.ml.predictor module mqt.predictor.qcompile module mqt.predictor.reward module mqt.predictor.rl module mqt.predictor.rl.actions module mqt.predictor.rl.helper module mqt.predictor.rl.parsing module mqt.predictor.rl.predictor module mqt.predictor.rl.predictorenv module mqt.predictor.utils module

N

name (Action attribute) names_list (TrainingData attribute)

num_qubits_uncompiled_circuit (PredictorEnv attribute), [1] num_steps (PredictorEnv attribute), [1]

O

observation_space (PredictorEnv attribute), [1]

OPT (PassType attribute) origin (Action attribute)

P

parallelism (SupermarqFeatures attribute) pass_type (Action attribute) PassType (class in mqt.predictor.rl.actions) path_training_circuits (PredictorEnv attribute), [1] postprocess_vf2postlayout() (in module mqt.predictor.rl.parsing) predict_device_for_figure_of_merit() (in module mqt.predictor.ml) (in module mqt.predictor.ml.predictor)

Predictor (class in mqt.predictor.ml) (class in mqt.predictor.ml.predictor) (class in mqt.predictor.rl) (class in mqt.predictor.rl.predictor) PredictorEnv (class in mqt.predictor.rl) (class in mqt.predictor.rl.predictorenv) PreProcessTKETRoutingAfterQiskitLayout (class in mqt.predictor.rl.parsing) program_communication (SupermarqFeatures attribute)

Q

qcompile() (in module mqt.predictor) (in module mqt.predictor.qcompile)

QISKIT (CompilationOrigin attribute)

R

register_action() (in module mqt.predictor.rl.actions) remove_action() (in module mqt.predictor.rl.actions) render() (PredictorEnv method), [1] reset() (PredictorEnv method), [1]

reward_function (PredictorEnv attribute), [1] rl_compile() (in module mqt.predictor.rl) (in module mqt.predictor.rl.predictor) rng (PredictorEnv attribute), [1] ROUTING (PassType attribute)

S

scores_list (TrainingData attribute) setup_device_predictor() (in module mqt.predictor.ml) (in module mqt.predictor.ml.predictor)

step() (PredictorEnv method), [1] SupermarqFeatures (class in mqt.predictor.utils) SYNTHESIS (PassType attribute)

T

TaskList (in module mqt.predictor.rl.actions) TERMINATE (PassType attribute) timeout_watcher() (in module mqt.predictor.utils) TKET (CompilationOrigin attribute)

train_model() (Predictor method), [1] train_random_forest_model() (Predictor method), [1] TrainingData (class in mqt.predictor.ml.helper) transpile_pass (Action attribute) (DeviceDependentAction attribute)

U

used_actions (PredictorEnv attribute), [1]

X

X_test (TrainingData attribute)

X_train (TrainingData attribute)

Y

y_test (TrainingData attribute)

y_train (TrainingData attribute)