Index

A

add_CNOT_gate() (scikit_quri.circuit.circuit.LearningCircuit method) (scikit_quri.circuit.LearningCircuit method) add_gate() (scikit_quri.circuit.circuit.LearningCircuit method) (scikit_quri.circuit.LearningCircuit method) add_H_gate() (scikit_quri.circuit.circuit.LearningCircuit method) (scikit_quri.circuit.LearningCircuit method) add_input_RX_gate() (scikit_quri.circuit.circuit.LearningCircuit method) (scikit_quri.circuit.LearningCircuit method) add_input_RY_gate() (scikit_quri.circuit.circuit.LearningCircuit method) (scikit_quri.circuit.LearningCircuit method) add_input_RZ_gate() (scikit_quri.circuit.circuit.LearningCircuit method) (scikit_quri.circuit.LearningCircuit method) add_parametric_input_RX_gate() (scikit_quri.circuit.circuit.LearningCircuit method) (scikit_quri.circuit.LearningCircuit method) add_parametric_input_RY_gate() (scikit_quri.circuit.circuit.LearningCircuit method) (scikit_quri.circuit.LearningCircuit method) add_parametric_input_RZ_gate() (scikit_quri.circuit.circuit.LearningCircuit method) (scikit_quri.circuit.LearningCircuit method) add_parametric_multi_Pauli_rotation_gate() (scikit_quri.circuit.circuit.LearningCircuit method) (scikit_quri.circuit.LearningCircuit method) add_parametric_RX_gate() (scikit_quri.circuit.circuit.LearningCircuit method) (scikit_quri.circuit.LearningCircuit method)

add_parametric_RY_gate() (scikit_quri.circuit.circuit.LearningCircuit method) (scikit_quri.circuit.LearningCircuit method) add_parametric_RZ_gate() (scikit_quri.circuit.circuit.LearningCircuit method) (scikit_quri.circuit.LearningCircuit method) add_RX_gate() (scikit_quri.circuit.circuit.LearningCircuit method) (scikit_quri.circuit.LearningCircuit method) add_RY_gate() (scikit_quri.circuit.circuit.LearningCircuit method) (scikit_quri.circuit.LearningCircuit method) add_RZ_gate() (scikit_quri.circuit.circuit.LearningCircuit method) (scikit_quri.circuit.LearningCircuit method) add_X_gate() (scikit_quri.circuit.circuit.LearningCircuit method) (scikit_quri.circuit.LearningCircuit method) add_Y_gate() (scikit_quri.circuit.circuit.LearningCircuit method) (scikit_quri.circuit.LearningCircuit method) add_Z_gate() (scikit_quri.circuit.circuit.LearningCircuit method) (scikit_quri.circuit.LearningCircuit method) ansatz (scikit_quri.qnn.classifier.QNNClassifier attribute) (scikit_quri.qnn.QNNClassifier attribute) (scikit_quri.qnn.QNNRegressor attribute) (scikit_quri.qnn.regressor.QNNRegressor attribute)

B

backprop_innner_product() (scikit_quri.circuit.circuit.LearningCircuit method) (scikit_quri.circuit.LearningCircuit method) BaseEstimator (class in scikit_quri.backend) (class in scikit_quri.backend.base_estimator)

BaseGradientEstimator (class in scikit_quri.backend.base_gradient_estimator) BaseQSV (class in scikit_quri.qsvm.base_qsv) binary_search_perplexity() (scikit_quri.qnn.kernel_tsne.TSNE method) bind_input_and_parameters() (scikit_quri.circuit.circuit.LearningCircuit method) (scikit_quri.circuit.LearningCircuit method)

C

calc_all_qula_states() (scikit_quri.qnn.kernel_tsne.overlap_estimator method) calc_fidelity() (scikit_quri.qnn.kernel_tsne.quantum_kernel_tsne method) calc_fidelity_all() (scikit_quri.qnn.kernel_tsne.quantum_kernel_tsne method) calc_grad() (scikit_quri.qnn.kernel_tsne.quantum_kernel_tsne method) calc_loss() (scikit_quri.qnn.kernel_tsne.quantum_kernel_tsne method) calc_probabilities_p() (scikit_quri.qnn.kernel_tsne.TSNE method) calc_probabilities_p_state() (scikit_quri.qnn.kernel_tsne.TSNE method) calc_probabilities_q() (scikit_quri.qnn.kernel_tsne.TSNE method) calc_y() (scikit_quri.qnn.kernel_tsne.quantum_kernel_tsne method) cdist() (scikit_quri.qnn.kernel_tsne.TSNE method) circuit (scikit_quri.circuit.circuit.LearningCircuit attribute) (scikit_quri.circuit.LearningCircuit attribute) CNOT() (in module scikit_quri.circuit.pre_defined) concurrent_sample() (scikit_quri.backend.oqtopus_sampler.OqtopusSampler method) conving() (scikit_quri.qnn.generation.QNNGenerator method) (scikit_quri.qnn.QNNGenerator method) cost_f() (scikit_quri.qnn.kernel_tsne.quantum_kernel_tsne method) cost_fn() (scikit_quri.qnn.QNNRegressor method) (scikit_quri.qnn.regressor.QNNRegressor method) cost_func() (scikit_quri.qnn.classifier.QNNClassifier method) (scikit_quri.qnn.generation.QNNGenerator method) (scikit_quri.qnn.QNNClassifier method) (scikit_quri.qnn.QNNGenerator method)

cost_func_grad() (scikit_quri.qnn.classifier.QNNClassifier method) (scikit_quri.qnn.QNNClassifier method) create_dqn_cl() (in module scikit_quri.circuit.pre_defined) create_dqn_cl_no_cz() (in module scikit_quri.circuit.pre_defined) create_farhi_neven_ansatz() (in module scikit_quri.circuit) (in module scikit_quri.circuit.pre_defined) create_ibm_embedding_circuit() (in module scikit_quri.circuit) (in module scikit_quri.circuit.pre_defined) create_oqtopus_concurrent_sampler() (in module scikit_quri.backend.oqtopus_sampler) create_oqtopus_sampler() (in module scikit_quri.backend) (in module scikit_quri.backend.oqtopus_sampler) create_overlap_circuit() (scikit_quri.state.overlap_estimator method) (scikit_quri.state.overlap_estimator.overlap_estimator method) create_qcl_ansatz() (in module scikit_quri.circuit) (in module scikit_quri.circuit.pre_defined) create_qcnn_ansatz() (in module scikit_quri.circuit.pre_defined) CZ() (in module scikit_quri.circuit.pre_defined)

D

do_x_scale (scikit_quri.qnn.classifier.QNNClassifier attribute) (scikit_quri.qnn.QNNClassifier attribute) (scikit_quri.qnn.QNNRegressor attribute) (scikit_quri.qnn.regressor.QNNRegressor attribute)

do_y_scale (scikit_quri.qnn.classifier.QNNClassifier attribute) (scikit_quri.qnn.QNNClassifier attribute) (scikit_quri.qnn.QNNRegressor attribute) (scikit_quri.qnn.regressor.QNNRegressor attribute)

E

estimate() (scikit_quri.backend.base_estimator.BaseEstimator method) (scikit_quri.backend.BaseEstimator method) (scikit_quri.backend.oqtopus_estimator.OqtopusEstimator method) (scikit_quri.backend.OqtopusEstimator method) (scikit_quri.backend.sim_estimator.SimEstimator method) (scikit_quri.backend.SimEstimator method) (scikit_quri.qnn.kernel_tsne.overlap_estimator method) (scikit_quri.state.overlap_estimator method) (scikit_quri.state.overlap_estimator.overlap_estimator method) estimate_concurrent() (scikit_quri.state.overlap_estimator method) (scikit_quri.state.overlap_estimator.overlap_estimator method) estimate_gradient() (scikit_quri.backend.base_gradient_estimator.BaseGradientEstimator method) (scikit_quri.backend.oqtopus_gradient_estimator.OqtopusGradientEstimator method) (scikit_quri.backend.OqtopusGradientEstimator method) (scikit_quri.backend.sim_gradient_estimator.SimGradientEstimator method) (scikit_quri.backend.SimGradientEstimator method)

estimate_learning_param_gradient() (scikit_quri.backend.base_gradient_estimator.BaseGradientEstimator method) (scikit_quri.backend.oqtopus_gradient_estimator.OqtopusGradientEstimator method) (scikit_quri.backend.OqtopusGradientEstimator method) (scikit_quri.backend.sim_gradient_estimator.SimGradientEstimator method) (scikit_quri.backend.SimGradientEstimator method) estimator (scikit_quri.qnn.classifier.QNNClassifier attribute) (scikit_quri.qnn.QNNClassifier attribute) (scikit_quri.qnn.QNNRegressor attribute) (scikit_quri.qnn.regressor.QNNRegressor attribute)

F

fit() (scikit_quri.qkrr.QKRR method) (scikit_quri.qkrr.qkrr.QKRR method) (scikit_quri.qnn.classifier.QNNClassifier method) (scikit_quri.qnn.generation.QNNGenerator method) (scikit_quri.qnn.QNNClassifier method) (scikit_quri.qnn.QNNGenerator method) (scikit_quri.qnn.QNNRegressor method) (scikit_quri.qnn.regressor.QNNRegressor method) (scikit_quri.qsvm.base_qsv.BaseQSV method)

fit_direct_distribution() (scikit_quri.qnn.generation.QNNGenerator method) (scikit_quri.qnn.QNNGenerator method)

G

generate_bound_params() (scikit_quri.circuit.circuit.LearningCircuit method) (scikit_quri.circuit.LearningCircuit method) generate_X_train_state() (scikit_quri.qnn.kernel_tsne.quantum_kernel_tsne method) get() (scikit_quri.qnn.kernel_tsne.pqc_f_helper method) get_device_qubit_count() (scikit_quri.backend.oqtopus_sampler.OqtopusSampler method) get_input_params_indexes() (scikit_quri.circuit.circuit.LearningCircuit method) (scikit_quri.circuit.LearningCircuit method) get_learning_params_indexes() (scikit_quri.circuit.circuit.LearningCircuit method) (scikit_quri.circuit.LearningCircuit method)

get_minimum_learning_param_indexes() (scikit_quri.circuit.circuit.LearningCircuit method) (scikit_quri.circuit.LearningCircuit method) grad_fn() (scikit_quri.qnn.QNNRegressor method) (scikit_quri.qnn.regressor.QNNRegressor method) gradient_estimator (scikit_quri.qnn.classifier.QNNClassifier attribute) (scikit_quri.qnn.QNNClassifier attribute) (scikit_quri.qnn.QNNRegressor attribute) (scikit_quri.qnn.regressor.QNNRegressor attribute)

H

hadamard_gradient() (scikit_quri.circuit.circuit.LearningCircuit method) (scikit_quri.circuit.LearningCircuit method)

I

init() (scikit_quri.qnn.kernel_tsne.quantum_kernel_tsne method) input_functions (scikit_quri.circuit.circuit.LearningCircuit attribute) (scikit_quri.circuit.LearningCircuit attribute)

input_param (scikit_quri.backend.oqtopus_gradient_estimator.LearningCircuitParameter attribute), [1] input_params_count (scikit_quri.circuit.circuit.LearningCircuit property) (scikit_quri.circuit.LearningCircuit property) input_quantum_state() (scikit_quri.qnn.kernel_tsne.quantum_kernel_tsne method)

J

joint_probabilities() (scikit_quri.qnn.kernel_tsne.TSNE method)

K

kldiv() (scikit_quri.qnn.kernel_tsne.TSNE method)

L

learning_param (scikit_quri.backend.oqtopus_gradient_estimator.LearningCircuitParameter attribute), [1] learning_params_count (scikit_quri.circuit.circuit.LearningCircuit property) (scikit_quri.circuit.LearningCircuit property)

LearningCircuit (class in scikit_quri.circuit) (class in scikit_quri.circuit.circuit) LearningCircuitParameter (class in scikit_quri.backend.oqtopus_gradient_estimator)

M

mean_squared_error() (in module scikit_quri.qnn.regressor) module scikit_quri scikit_quri.backend scikit_quri.backend.base_estimator scikit_quri.backend.base_gradient_estimator scikit_quri.backend.oqtopus_estimator scikit_quri.backend.oqtopus_gradient_estimator scikit_quri.backend.oqtopus_sampler scikit_quri.backend.sim_estimator scikit_quri.backend.sim_gradient_estimator scikit_quri.circuit scikit_quri.circuit.circuit scikit_quri.circuit.pre_defined scikit_quri.qkrr scikit_quri.qkrr.qkrr scikit_quri.qnn scikit_quri.qnn.classifier scikit_quri.qnn.generation scikit_quri.qnn.kernel_tsne scikit_quri.qnn.regressor scikit_quri.qsvm scikit_quri.qsvm.base_qsv scikit_quri.state scikit_quri.state.overlap_estimator

N

n_outputs (scikit_quri.qnn.classifier.QNNClassifier attribute) (scikit_quri.qnn.QNNClassifier attribute) (scikit_quri.qnn.QNNRegressor attribute) (scikit_quri.qnn.regressor.QNNRegressor attribute) n_qubit (scikit_quri.qnn.classifier.QNNClassifier attribute) (scikit_quri.qnn.QNNClassifier attribute) (scikit_quri.qnn.QNNRegressor attribute) (scikit_quri.qnn.regressor.QNNRegressor attribute)

n_qubits (scikit_quri.circuit.circuit.LearningCircuit attribute) (scikit_quri.circuit.LearningCircuit attribute) need_learning_parameter_guard() (in module scikit_quri.circuit.circuit) not_needed_learning_parameter_guard() (in module scikit_quri.circuit.circuit) num_class (scikit_quri.qnn.classifier.QNNClassifier attribute) (scikit_quri.qnn.QNNClassifier attribute) numerical_gradient_estimates() (in module scikit_quri.backend.oqtopus_gradient_estimator)

O

operator (scikit_quri.qnn.classifier.QNNClassifier attribute) (scikit_quri.qnn.QNNClassifier attribute) (scikit_quri.qnn.QNNRegressor attribute) (scikit_quri.qnn.regressor.QNNRegressor attribute) optimizer (scikit_quri.qnn.classifier.QNNClassifier attribute) (scikit_quri.qnn.QNNClassifier attribute) (scikit_quri.qnn.QNNRegressor attribute) (scikit_quri.qnn.regressor.QNNRegressor attribute)

OqtopusEstimator (class in scikit_quri.backend) (class in scikit_quri.backend.oqtopus_estimator) OqtopusGradientEstimator (class in scikit_quri.backend) (class in scikit_quri.backend.oqtopus_gradient_estimator) OqtopusSampler (class in scikit_quri.backend.oqtopus_sampler) overlap_estimator (class in scikit_quri.qnn.kernel_tsne) (class in scikit_quri.state) (class in scikit_quri.state.overlap_estimator)

P

parameter_count (scikit_quri.circuit.circuit.LearningCircuit property) (scikit_quri.circuit.LearningCircuit property) plot() (scikit_quri.qnn.kernel_tsne.quantum_kernel_tsne method) pqc_f_helper (class in scikit_quri.qnn.kernel_tsne) predict() (scikit_quri.qkrr.QKRR method) (scikit_quri.qkrr.qkrr.QKRR method) (scikit_quri.qnn.classifier.QNNClassifier method) (scikit_quri.qnn.generation.QNNGenerator method) (scikit_quri.qnn.QNNClassifier method) (scikit_quri.qnn.QNNGenerator method) (scikit_quri.qnn.QNNRegressor method) (scikit_quri.qnn.regressor.QNNRegressor method) (scikit_quri.qsvm.base_qsv.BaseQSV method)

predict_inner_cache (scikit_quri.qnn.classifier.QNNClassifier attribute) (scikit_quri.qnn.QNNClassifier attribute) preprocess_x() (in module scikit_quri.circuit.circuit) (in module scikit_quri.circuit.pre_defined)

Q

QKRR (class in scikit_quri.qkrr) (class in scikit_quri.qkrr.qkrr) QNNClassifier (class in scikit_quri.qnn) (class in scikit_quri.qnn.classifier) QNNGenerator (class in scikit_quri.qnn) (class in scikit_quri.qnn.generation)

QNNRegressor (class in scikit_quri.qnn) (class in scikit_quri.qnn.regressor) QSVC (class in scikit_quri.qsvm) (class in scikit_quri.qsvm.base_qsv) QSVR (class in scikit_quri.qsvm) (class in scikit_quri.qsvm.base_qsv) quantum_kernel_tsne (class in scikit_quri.qnn.kernel_tsne)

S

sample() (scikit_quri.backend.oqtopus_sampler.OqtopusSampler method) scikit_quri module scikit_quri.backend module scikit_quri.backend.base_estimator module scikit_quri.backend.base_gradient_estimator module scikit_quri.backend.oqtopus_estimator module scikit_quri.backend.oqtopus_gradient_estimator module scikit_quri.backend.oqtopus_sampler module scikit_quri.backend.sim_estimator module scikit_quri.backend.sim_gradient_estimator module scikit_quri.circuit module scikit_quri.circuit.circuit module scikit_quri.circuit.pre_defined module scikit_quri.qkrr module

scikit_quri.qkrr.qkrr module scikit_quri.qnn module scikit_quri.qnn.classifier module scikit_quri.qnn.generation module scikit_quri.qnn.kernel_tsne module scikit_quri.qnn.regressor module scikit_quri.qsvm module scikit_quri.qsvm.base_qsv module scikit_quri.state module scikit_quri.state.overlap_estimator module SimEstimator (class in scikit_quri.backend) (class in scikit_quri.backend.sim_estimator) SimGradientEstimator (class in scikit_quri.backend) (class in scikit_quri.backend.sim_gradient_estimator) SVC (scikit_quri.qsvm.base_qsv.SVMethodType attribute) SVMethodType (class in scikit_quri.qsvm.base_qsv) SVR (scikit_quri.qsvm.base_qsv.SVMethodType attribute)

T

to_batched() (scikit_quri.circuit.circuit.LearningCircuit method) (scikit_quri.circuit.LearningCircuit method) train() (scikit_quri.qnn.kernel_tsne.quantum_kernel_tsne method) trained_param (scikit_quri.qnn.classifier.QNNClassifier attribute) (scikit_quri.qnn.QNNClassifier attribute) (scikit_quri.qnn.QNNRegressor attribute) (scikit_quri.qnn.regressor.QNNRegressor attribute)

transform() (scikit_quri.qnn.kernel_tsne.quantum_kernel_tsne method) TSNE (class in scikit_quri.qnn.kernel_tsne)

X

x_norm_range (scikit_quri.qnn.classifier.QNNClassifier attribute) (scikit_quri.qnn.QNNClassifier attribute) (scikit_quri.qnn.QNNRegressor attribute) (scikit_quri.qnn.regressor.QNNRegressor attribute)

Y

y_exp_ratio (scikit_quri.qnn.classifier.QNNClassifier attribute) (scikit_quri.qnn.QNNClassifier attribute) (scikit_quri.qnn.QNNRegressor attribute) (scikit_quri.qnn.regressor.QNNRegressor attribute)

y_norm_range (scikit_quri.qnn.classifier.QNNClassifier attribute) (scikit_quri.qnn.QNNClassifier attribute) (scikit_quri.qnn.QNNRegressor attribute) (scikit_quri.qnn.regressor.QNNRegressor attribute)