0.8.0
Contents:
Installation
User Guide
API Reference
Examples
sQUlearn
Index
Index
A
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B
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C
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D
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E
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F
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G
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H
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I
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K
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L
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M
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N
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O
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P
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Q
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R
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S
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T
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U
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V
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X
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Y
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Z
A
Adam (class in squlearn.optimizers)
add_layer() (squlearn.encoding_circuit.LayeredEncodingCircuit method)
append() (squlearn.util.optree.OpTreeList method)
(squlearn.util.optree.OpTreeSum method)
assign_parameters() (squlearn.encoding_circuit.EncodingCircuitDerivatives method)
(squlearn.kernel.matrix.FidelityKernel method)
(squlearn.kernel.matrix.kernel_matrix_base.KernelMatrixBase method)
(squlearn.kernel.matrix.ProjectedQuantumKernel method)
(squlearn.observables.observable_derivatives.ObservableDerivatives method)
(squlearn.util.OpTree static method)
automated_pruning() (in module squlearn.encoding_circuit)
B
backend (squlearn.Executor attribute)
backend_chosen (squlearn.Executor attribute)
backend_list (squlearn.Executor attribute)
backend_name (squlearn.Executor attribute)
BaseQNN (class in squlearn.qnn.base_qnn)
BaseQRC (class in squlearn.qrc.base_qrc)
build_circuit() (squlearn.encoding_circuit.QCNNEncodingCircuit method)
build_circuit_instructions() (squlearn.util.pennylane.PennyLaneCircuit method)
build_observable_instructions() (squlearn.util.pennylane.PennyLaneCircuit method)
build_pennylane_circuit() (squlearn.util.pennylane.PennyLaneCircuit method)
C
calculate_cov_and_mean() (squlearn.kernel.ml.QGPR method)
ch_entangling() (squlearn.encoding_circuit.LayeredEncodingCircuit method)
ChebyshevPQC (class in squlearn.encoding_circuit)
ChebyshevRx (class in squlearn.encoding_circuit)
ChebyshevTower (class in squlearn.encoding_circuit)
circuit_arguments (squlearn.util.pennylane.PennyLaneCircuit attribute)
circuit_parameter_dimensions (squlearn.util.pennylane.PennyLaneCircuit attribute)
circuit_parameter_names (squlearn.util.pennylane.PennyLaneCircuit attribute)
clear_estimator_cache() (squlearn.Executor method)
clear_sampler_cache() (squlearn.Executor method)
close_session() (squlearn.Executor method)
compute() (squlearn.kernel.loss.kernel_loss_base.KernelLossBase method)
(squlearn.kernel.loss.negative_log_likelihood.NLL method)
(squlearn.kernel.loss.target_alignment.TargetAlignment method)
convolution() (squlearn.encoding_circuit.QCNNEncodingCircuit method)
copy() (squlearn.util.optree.OpTreeCircuit method)
(squlearn.util.optree.OpTreeContainer method)
(squlearn.util.optree.OpTreeExpectationValue method)
(squlearn.util.optree.OpTreeList method)
(squlearn.util.optree.OpTreeMeasuredOperator method)
(squlearn.util.optree.OpTreeOperator method)
(squlearn.util.optree.OpTreeSum method)
(squlearn.util.optree.OpTreeValue method)
cp_entangling() (squlearn.encoding_circuit.LayeredEncodingCircuit method)
create_session() (squlearn.Executor method)
crx_entangling() (squlearn.encoding_circuit.LayeredEncodingCircuit method)
cry_entangling() (squlearn.encoding_circuit.LayeredEncodingCircuit method)
crz_entangling() (squlearn.encoding_circuit.LayeredEncodingCircuit method)
cu_entangling() (squlearn.encoding_circuit.LayeredEncodingCircuit method)
CustomObservable (class in squlearn.observables)
cx_entangling() (squlearn.encoding_circuit.LayeredEncodingCircuit method)
cy_entangling() (squlearn.encoding_circuit.LayeredEncodingCircuit method)
cz_entangling() (squlearn.encoding_circuit.LayeredEncodingCircuit method)
D
decision_function() (squlearn.kernel.ml.QSVC method)
default_circuit() (squlearn.encoding_circuit.QCNNEncodingCircuit method)
derivative (squlearn.util.OpTree attribute)
differentiate() (squlearn.util.OpTree.OpTreeDerivative static method)
differentiate_v2() (squlearn.util.OpTree.OpTreeDerivative static method)
draw() (squlearn.encoding_circuit.ChebyshevPQC method)
(squlearn.encoding_circuit.ChebyshevRx method)
(squlearn.encoding_circuit.ChebyshevTower method)
(squlearn.encoding_circuit.encoding_circuit_base.EncodingCircuitBase method)
(squlearn.encoding_circuit.HighDimEncodingCircuit method)
(squlearn.encoding_circuit.HubregtsenEncodingCircuit method)
(squlearn.encoding_circuit.KyriienkoEncodingCircuit method)
(squlearn.encoding_circuit.LayeredEncodingCircuit method)
(squlearn.encoding_circuit.MultiControlEncodingCircuit method)
(squlearn.encoding_circuit.ParamZFeatureMap method)
(squlearn.encoding_circuit.PrunedEncodingCircuit method)
(squlearn.encoding_circuit.QCNNEncodingCircuit method)
(squlearn.encoding_circuit.QiskitEncodingCircuit method)
(squlearn.encoding_circuit.RandomEncodingCircuit method)
(squlearn.encoding_circuit.RandomLayeredEncodingCircuit method)
(squlearn.encoding_circuit.TranspiledEncodingCircuit method)
(squlearn.encoding_circuit.YZ_CX_EncodingCircuit method)
(squlearn.util.pennylane.PennyLaneCircuit method)
E
encoding_circuit (squlearn.kernel.matrix.ProjectedQuantumKernel attribute)
EncodingCircuitBase (class in squlearn.encoding_circuit.encoding_circuit_base)
EncodingCircuitDerivatives (class in squlearn.encoding_circuit)
estimator (squlearn.Executor attribute)
estimator_options (squlearn.Executor attribute)
estimator_run_v1() (squlearn.Executor method)
estimator_run_v2() (squlearn.Executor method)
evaluate (squlearn.util.OpTree attribute)
evaluate() (squlearn.kernel.matrix.FidelityKernel method)
(squlearn.kernel.matrix.kernel_matrix_base.KernelMatrixBase method)
(squlearn.kernel.matrix.ProjectedQuantumKernel method)
(squlearn.qnn.lowlevel_qnn.LowLevelQNN method)
(squlearn.qnn.lowlevel_qnn_base.LowLevelQNNBase method)
(squlearn.qnn.lowlevel_qnn_pennylane.LowLevelQNNPennyLane method)
(squlearn.qnn.lowlevel_qnn_qiskit.LowLevelQNNQiskit method)
evaluate_derivatives() (squlearn.kernel.matrix.ProjectedQuantumKernel method)
evaluate_dfdop() (squlearn.qnn.lowlevel_qnn_qiskit.LowLevelQNNQiskit method)
evaluate_dfdopdx() (squlearn.qnn.lowlevel_qnn_qiskit.LowLevelQNNQiskit method)
evaluate_dfdp() (squlearn.qnn.lowlevel_qnn_qiskit.LowLevelQNNQiskit method)
evaluate_dfdpdx() (squlearn.qnn.lowlevel_qnn_qiskit.LowLevelQNNQiskit method)
evaluate_dfdx() (squlearn.qnn.lowlevel_qnn_qiskit.LowLevelQNNQiskit method)
evaluate_dfdxdx() (squlearn.qnn.lowlevel_qnn_qiskit.LowLevelQNNQiskit method)
evaluate_diff_tuple() (squlearn.qnn.lowlevel_qnn_qiskit.LowLevelQNNQiskit method)
evaluate_f() (squlearn.qnn.lowlevel_qnn_qiskit.LowLevelQNNQiskit method)
evaluate_from_string() (squlearn.qnn.lowlevel_qnn_qiskit.LowLevelQNNQiskit method)
evaluate_laplace() (squlearn.qnn.lowlevel_qnn_qiskit.LowLevelQNNQiskit method)
evaluate_laplace_dop() (squlearn.qnn.lowlevel_qnn_qiskit.LowLevelQNNQiskit method)
evaluate_laplace_dp() (squlearn.qnn.lowlevel_qnn_qiskit.LowLevelQNNQiskit method)
evaluate_pairwise() (squlearn.kernel.matrix.FidelityKernel method)
(squlearn.kernel.matrix.kernel_matrix_base.KernelMatrixBase method)
(squlearn.kernel.matrix.ProjectedQuantumKernel method)
evaluate_probabilities() (squlearn.qnn.lowlevel_qnn_qiskit.LowLevelQNNQiskit method)
evaluate_qnn() (squlearn.kernel.matrix.ProjectedQuantumKernel method)
evaluate_tree_with_estimator() (squlearn.util.OpTree.OpTreeEvaluate static method)
evaluate_tree_with_sampler() (squlearn.util.OpTree.OpTreeEvaluate static method)
evaluate_var() (squlearn.qnn.lowlevel_qnn_qiskit.LowLevelQNNQiskit method)
evaluate_variance() (squlearn.qnn.lowlevel_qnn_qiskit.LowLevelQNNQiskit method)
evaluate_with_estimator() (squlearn.util.OpTree.OpTreeEvaluate static method)
evaluate_with_parameters() (squlearn.kernel.matrix.FidelityKernel method)
(squlearn.kernel.matrix.kernel_matrix_base.KernelMatrixBase method)
(squlearn.kernel.matrix.ProjectedQuantumKernel method)
evaluate_with_sampler() (squlearn.util.OpTree.OpTreeEvaluate static method)
execution (squlearn.Executor attribute)
Executor (class in squlearn)
ExecutorEstimator (class in squlearn.util.executor)
ExecutorSampler (class in squlearn.util.executor)
Expec (class in squlearn.qnn.lowlevel_qnn_qiskit)
F
features (squlearn.qnn.lowlevel_qnn_pennylane.LowLevelQNNPennyLane attribute)
(squlearn.qnn.lowlevel_qnn_qiskit.LowLevelQNNQiskit attribute)
FidelityKernel (class in squlearn.kernel.matrix)
fit() (squlearn.kernel.ml.QGPC method)
(squlearn.kernel.ml.QGPR method)
(squlearn.kernel.ml.QKRR method)
(squlearn.kernel.ml.QSVC method)
(squlearn.kernel.ml.QSVR method)
(squlearn.qnn.base_qnn.BaseQNN method)
(squlearn.qnn.QNNClassifier method)
(squlearn.qnn.QNNRegressor method)
(squlearn.qrc.base_qrc.BaseQRC method)
(squlearn.qrc.QRCClassifier method)
(squlearn.qrc.QRCRegressor method)
from_parameter() (squlearn.qnn.lowlevel_qnn_qiskit.Expec class method)
from_parameter_vector() (squlearn.qnn.lowlevel_qnn_qiskit.Expec class method)
from_string() (squlearn.encoding_circuit.LayeredEncodingCircuit class method)
(squlearn.qnn.lowlevel_qnn_qiskit.Expec class method)
from_tuple() (squlearn.qnn.lowlevel_qnn_qiskit.Expec class method)
from_variable() (squlearn.qnn.lowlevel_qnn_qiskit.Expec class method)
full_sum (squlearn.observables.SummedPaulis attribute)
(squlearn.observables.SummedProbabilities attribute)
fully_connected() (squlearn.encoding_circuit.QCNNEncodingCircuit method)
G
gen_expectation_tree() (squlearn.util.OpTree static method)
generate_initial_parameters() (squlearn.encoding_circuit.ChebyshevPQC method)
(squlearn.encoding_circuit.ChebyshevRx method)
(squlearn.encoding_circuit.ChebyshevTower method)
(squlearn.encoding_circuit.encoding_circuit_base.EncodingCircuitBase method)
(squlearn.encoding_circuit.HighDimEncodingCircuit method)
(squlearn.encoding_circuit.HubregtsenEncodingCircuit method)
(squlearn.encoding_circuit.KyriienkoEncodingCircuit method)
(squlearn.encoding_circuit.LayeredEncodingCircuit method)
(squlearn.encoding_circuit.MultiControlEncodingCircuit method)
(squlearn.encoding_circuit.ParamZFeatureMap method)
(squlearn.encoding_circuit.PrunedEncodingCircuit method)
(squlearn.encoding_circuit.QCNNEncodingCircuit method)
(squlearn.encoding_circuit.QiskitEncodingCircuit method)
(squlearn.encoding_circuit.RandomEncodingCircuit method)
(squlearn.encoding_circuit.RandomLayeredEncodingCircuit method)
(squlearn.encoding_circuit.TranspiledEncodingCircuit method)
(squlearn.encoding_circuit.YZ_CX_EncodingCircuit method)
(squlearn.observables.CustomObservable method)
(squlearn.observables.IsingHamiltonian method)
(squlearn.observables.observable_base.ObservableBase method)
(squlearn.observables.SinglePauli method)
(squlearn.observables.SingleProbability method)
(squlearn.observables.SummedPaulis method)
(squlearn.observables.SummedProbabilities method)
get_cheb_indices() (squlearn.encoding_circuit.ChebyshevPQC method)
(squlearn.encoding_circuit.ChebyshevRx method)
get_circuit() (squlearn.encoding_circuit.ChebyshevPQC method)
(squlearn.encoding_circuit.ChebyshevRx method)
(squlearn.encoding_circuit.ChebyshevTower method)
(squlearn.encoding_circuit.encoding_circuit_base.EncodingCircuitBase method)
(squlearn.encoding_circuit.HighDimEncodingCircuit method)
(squlearn.encoding_circuit.HubregtsenEncodingCircuit method)
(squlearn.encoding_circuit.KyriienkoEncodingCircuit method)
(squlearn.encoding_circuit.LayeredEncodingCircuit method)
(squlearn.encoding_circuit.MultiControlEncodingCircuit method)
(squlearn.encoding_circuit.ParamZFeatureMap method)
(squlearn.encoding_circuit.PrunedEncodingCircuit method)
(squlearn.encoding_circuit.QCNNEncodingCircuit method)
(squlearn.encoding_circuit.QiskitEncodingCircuit method)
(squlearn.encoding_circuit.RandomEncodingCircuit method)
(squlearn.encoding_circuit.RandomLayeredEncodingCircuit method)
(squlearn.encoding_circuit.TranspiledEncodingCircuit method)
(squlearn.encoding_circuit.YZ_CX_EncodingCircuit method)
get_derivative() (squlearn.encoding_circuit.EncodingCircuitDerivatives method)
(squlearn.observables.observable_derivatives.ObservableDerivatives method)
get_estimator() (squlearn.Executor method)
get_first_leaf() (squlearn.util.OpTree static method)
get_lr_decay (class in squlearn.qnn)
get_metadata_routing() (squlearn.kernel.ml.QGPC method)
(squlearn.kernel.ml.QGPR method)
(squlearn.kernel.ml.QKRR method)
(squlearn.kernel.ml.QSVC method)
(squlearn.kernel.ml.QSVR method)
(squlearn.qnn.base_qnn.BaseQNN method)
(squlearn.qnn.QNNClassifier method)
(squlearn.qnn.QNNRegressor method)
(squlearn.qrc.base_qrc.BaseQRC method)
(squlearn.qrc.QRCClassifier method)
(squlearn.qrc.QRCRegressor method)
get_num_nested_lists() (squlearn.util.OpTree static method)
get_number_of_leafs() (squlearn.util.OpTree static method)
get_operator() (squlearn.observables.CustomObservable method)
(squlearn.observables.IsingHamiltonian method)
(squlearn.observables.observable_base.ObservableBase method)
(squlearn.observables.observable_derivatives.ObservableDerivatives method)
(squlearn.observables.SinglePauli method)
(squlearn.observables.SingleProbability method)
(squlearn.observables.SummedPaulis method)
(squlearn.observables.SummedProbabilities method)
get_operator_squared() (squlearn.observables.observable_derivatives.ObservableDerivatives method)
get_optree_from_expec() (squlearn.qnn.lowlevel_qnn_qiskit.LowLevelQNNQiskit method)
get_optree_from_string() (squlearn.qnn.lowlevel_qnn_qiskit.LowLevelQNNQiskit method)
get_params() (squlearn.encoding_circuit.ChebyshevPQC method)
(squlearn.encoding_circuit.ChebyshevRx method)
(squlearn.encoding_circuit.ChebyshevTower method)
(squlearn.encoding_circuit.encoding_circuit_base.EncodingCircuitBase method)
(squlearn.encoding_circuit.HighDimEncodingCircuit method)
(squlearn.encoding_circuit.HubregtsenEncodingCircuit method)
(squlearn.encoding_circuit.KyriienkoEncodingCircuit method)
(squlearn.encoding_circuit.LayeredEncodingCircuit method)
(squlearn.encoding_circuit.MultiControlEncodingCircuit method)
(squlearn.encoding_circuit.ParamZFeatureMap method)
(squlearn.encoding_circuit.PrunedEncodingCircuit method)
(squlearn.encoding_circuit.QCNNEncodingCircuit method)
(squlearn.encoding_circuit.QiskitEncodingCircuit method)
(squlearn.encoding_circuit.RandomEncodingCircuit method)
(squlearn.encoding_circuit.RandomLayeredEncodingCircuit method)
(squlearn.encoding_circuit.TranspiledEncodingCircuit method)
(squlearn.encoding_circuit.YZ_CX_EncodingCircuit method)
(squlearn.kernel.matrix.FidelityKernel method)
(squlearn.kernel.matrix.kernel_matrix_base.KernelMatrixBase method)
(squlearn.kernel.matrix.ProjectedQuantumKernel method)
(squlearn.kernel.ml.QGPC method)
(squlearn.kernel.ml.QGPR method)
(squlearn.kernel.ml.QKRR method)
(squlearn.kernel.ml.QSVC method)
(squlearn.kernel.ml.QSVR method)
(squlearn.observables.CustomObservable method)
(squlearn.observables.IsingHamiltonian method)
(squlearn.observables.observable_base.ObservableBase method)
(squlearn.observables.SinglePauli method)
(squlearn.observables.SingleProbability method)
(squlearn.observables.SummedPaulis method)
(squlearn.observables.SummedProbabilities method)
(squlearn.qnn.base_qnn.BaseQNN method)
(squlearn.qnn.lowlevel_qnn.LowLevelQNN method)
(squlearn.qnn.lowlevel_qnn_base.LowLevelQNNBase method)
(squlearn.qnn.lowlevel_qnn_pennylane.LowLevelQNNPennyLane method)
(squlearn.qnn.lowlevel_qnn_qiskit.LowLevelQNNQiskit method)
(squlearn.qnn.QNNClassifier method)
(squlearn.qnn.QNNRegressor method)
(squlearn.qrc.base_qrc.BaseQRC method)
(squlearn.qrc.QRCClassifier method)
(squlearn.qrc.QRCRegressor method)
get_pauli() (squlearn.observables.CustomObservable method)
(squlearn.observables.IsingHamiltonian method)
(squlearn.observables.observable_base.ObservableBase method)
(squlearn.observables.SinglePauli method)
(squlearn.observables.SingleProbability method)
(squlearn.observables.SummedPaulis method)
(squlearn.observables.SummedProbabilities method)
get_pauli_mapped() (squlearn.observables.CustomObservable method)
(squlearn.observables.IsingHamiltonian method)
(squlearn.observables.observable_base.ObservableBase method)
(squlearn.observables.SinglePauli method)
(squlearn.observables.SingleProbability method)
(squlearn.observables.SummedPaulis method)
(squlearn.observables.SummedProbabilities method)
get_pennylane_circuit() (squlearn.util.pennylane.PennyLaneCircuit method)
get_sampler() (squlearn.Executor method)
get_shots() (squlearn.Executor method)
(squlearn.qnn.lowlevel_qnn_qiskit.LowLevelQNNQiskit method)
get_tree_depth() (squlearn.util.OpTree static method)
get_variance_fac (class in squlearn.qnn)
gradient() (squlearn.qnn.loss.LossBase method)
(squlearn.qnn.loss.ODELoss method)
(squlearn.qnn.loss.ParameterRegularizationLoss method)
(squlearn.qnn.loss.SquaredLoss method)
(squlearn.qnn.loss.VarianceLoss method)
(squlearn.qnn.lowlevel_qnn.LowLevelQNN method)
(squlearn.qnn.lowlevel_qnn_base.LowLevelQNNBase method)
(squlearn.qnn.lowlevel_qnn_pennylane.LowLevelQNNPennyLane method)
(squlearn.qnn.lowlevel_qnn_qiskit.LowLevelQNNQiskit method)
H
H() (squlearn.encoding_circuit.LayeredEncodingCircuit method)
hash (squlearn.util.pennylane.PennyLaneCircuit attribute)
hash_circuit() (squlearn.util.OpTree static method)
hash_operator() (squlearn.util.OpTree static method)
HighDimEncodingCircuit (class in squlearn.encoding_circuit)
HubregtsenEncodingCircuit (class in squlearn.encoding_circuit)
I
I (squlearn.observables.IsingHamiltonian attribute)
I() (squlearn.encoding_circuit.LayeredEncodingCircuit method)
IBMQuantum (squlearn.Executor attribute)
include_identity (squlearn.observables.SummedPaulis attribute)
(squlearn.observables.SummedProbabilities attribute)
is_statevector (squlearn.Executor attribute)
IsingHamiltonian (class in squlearn.observables)
K
KernelLossBase (class in squlearn.kernel.loss.kernel_loss_base)
KernelMatrixBase (class in squlearn.kernel.matrix.kernel_matrix_base)
KyriienkoEncodingCircuit (class in squlearn.encoding_circuit)
L
LayeredEncodingCircuit (class in squlearn.encoding_circuit)
LBFGSB (class in squlearn.optimizers)
log_marginal_likelihood() (squlearn.kernel.ml.QGPC method)
LossBase (class in squlearn.qnn.loss)
LowLevelQNN (class in squlearn.qnn.lowlevel_qnn)
LowLevelQNNBase (class in squlearn.qnn.lowlevel_qnn_base)
LowLevelQNNPennyLane (class in squlearn.qnn.lowlevel_qnn_pennylane)
LowLevelQNNQiskit (class in squlearn.qnn.lowlevel_qnn_qiskit)
M
measure_circuit() (squlearn.util.optree.OpTreeMeasuredOperator method)
measurement (squlearn.kernel.matrix.ProjectedQuantumKernel attribute)
minimize() (squlearn.optimizers.Adam method)
(squlearn.optimizers.LBFGSB method)
(squlearn.optimizers.optimizer_base.OptimizerBase method)
(squlearn.optimizers.SGLBO method)
(squlearn.optimizers.SLSQP method)
(squlearn.optimizers.SPSA method)
module
squlearn.encoding_circuit
squlearn.kernel.loss
squlearn.kernel.matrix
squlearn.observables
squlearn.optimizers
squlearn.qnn
MultiControlEncodingCircuit (class in squlearn.encoding_circuit)
multiple_output (squlearn.qnn.lowlevel_qnn_pennylane.LowLevelQNNPennyLane attribute)
(squlearn.qnn.lowlevel_qnn_qiskit.LowLevelQNNQiskit attribute)
N
name_hyper_parameters (squlearn.kernel.matrix.ProjectedQuantumKernel attribute)
NLL (class in squlearn.kernel.loss.negative_log_likelihood)
num_features (squlearn.kernel.matrix.ProjectedQuantumKernel attribute)
(squlearn.qnn.lowlevel_qnn_pennylane.LowLevelQNNPennyLane attribute)
(squlearn.qnn.lowlevel_qnn_qiskit.LowLevelQNNQiskit attribute)
num_hyper_parameters (squlearn.kernel.matrix.ProjectedQuantumKernel attribute)
num_operator (squlearn.qnn.lowlevel_qnn_pennylane.LowLevelQNNPennyLane attribute)
(squlearn.qnn.lowlevel_qnn_qiskit.LowLevelQNNQiskit attribute)
num_operators (squlearn.observables.observable_derivatives.ObservableDerivatives attribute)
num_parameters (squlearn.kernel.matrix.ProjectedQuantumKernel attribute)
(squlearn.observables.CustomObservable attribute)
(squlearn.observables.IsingHamiltonian attribute)
(squlearn.observables.observable_base.ObservableBase attribute)
(squlearn.observables.observable_derivatives.ObservableDerivatives attribute)
(squlearn.observables.SinglePauli attribute)
(squlearn.observables.SingleProbability attribute)
(squlearn.observables.SummedPaulis attribute)
(squlearn.observables.SummedProbabilities attribute)
(squlearn.qnn.lowlevel_qnn_pennylane.LowLevelQNNPennyLane attribute)
(squlearn.qnn.lowlevel_qnn_qiskit.LowLevelQNNQiskit attribute)
num_parameters_observable (squlearn.qnn.lowlevel_qnn_pennylane.LowLevelQNNPennyLane attribute)
(squlearn.qnn.lowlevel_qnn_qiskit.LowLevelQNNQiskit attribute)
num_qubits (squlearn.kernel.matrix.ProjectedQuantumKernel attribute)
(squlearn.observables.CustomObservable attribute)
(squlearn.observables.IsingHamiltonian attribute)
(squlearn.observables.observable_base.ObservableBase attribute)
(squlearn.observables.SinglePauli attribute)
(squlearn.observables.SingleProbability attribute)
(squlearn.observables.SummedPaulis attribute)
(squlearn.observables.SummedProbabilities attribute)
(squlearn.qnn.lowlevel_qnn_pennylane.LowLevelQNNPennyLane attribute)
(squlearn.qnn.lowlevel_qnn_qiskit.LowLevelQNNQiskit attribute)
O
observable_parameter_dimension (squlearn.util.pennylane.PennyLaneCircuit attribute)
observable_parameter_names (squlearn.util.pennylane.PennyLaneCircuit attribute)
ObservableBase (class in squlearn.observables.observable_base)
ObservableDerivatives (class in squlearn.observables.observable_derivatives)
ODELoss (class in squlearn.qnn.loss)
one_state (squlearn.observables.SingleProbability attribute)
(squlearn.observables.SummedProbabilities attribute)
op_str (squlearn.observables.SinglePauli attribute)
(squlearn.observables.SummedPaulis attribute)
operator_string (squlearn.observables.CustomObservable attribute)
OptimizerBase (class in squlearn.optimizers.optimizer_base)
OpTree (class in squlearn.util)
OpTree.OpTreeDerivative (class in squlearn.util)
OpTree.OpTreeEvaluate (class in squlearn.util)
OpTreeCircuit (class in squlearn.util.optree)
OpTreeContainer (class in squlearn.util.optree)
OpTreeExpectationValue (class in squlearn.util.optree)
OpTreeList (class in squlearn.util.optree)
OpTreeMeasuredOperator (class in squlearn.util.optree)
OpTreeOperator (class in squlearn.util.optree)
OpTreeSum (class in squlearn.util.optree)
OpTreeValue (class in squlearn.util.optree)
outer_kernel (squlearn.kernel.matrix.ProjectedQuantumKernel attribute)
P
P() (squlearn.encoding_circuit.LayeredEncodingCircuit method)
parameter_vector (squlearn.observables.observable_derivatives.ObservableDerivatives attribute)
parameterized (squlearn.observables.CustomObservable attribute)
(squlearn.observables.SinglePauli attribute)
(squlearn.observables.SingleProbability attribute)
ParameterRegularizationLoss (class in squlearn.qnn.loss)
parameters (squlearn.kernel.matrix.ProjectedQuantumKernel attribute)
(squlearn.qnn.lowlevel_qnn_pennylane.LowLevelQNNPennyLane attribute)
(squlearn.qnn.lowlevel_qnn_qiskit.LowLevelQNNQiskit attribute)
parameters_operator (squlearn.qnn.lowlevel_qnn_pennylane.LowLevelQNNPennyLane attribute)
(squlearn.qnn.lowlevel_qnn_qiskit.LowLevelQNNQiskit attribute)
ParamZFeatureMap (class in squlearn.encoding_circuit)
partial_fit() (squlearn.qnn.QNNClassifier method)
(squlearn.qnn.QNNRegressor method)
pennylane_circuit (squlearn.util.pennylane.PennyLaneCircuit attribute)
pennylane_execute() (squlearn.Executor method)
pennylane_execute_batched() (squlearn.Executor method)
PennyLaneCircuit (class in squlearn.util.pennylane)
pooling() (squlearn.encoding_circuit.QCNNEncodingCircuit method)
predict() (squlearn.kernel.ml.QGPC method)
(squlearn.kernel.ml.QGPR method)
(squlearn.kernel.ml.QKRR method)
(squlearn.kernel.ml.QSVC method)
(squlearn.kernel.ml.QSVR method)
(squlearn.qnn.QNNClassifier method)
(squlearn.qnn.QNNRegressor method)
(squlearn.qrc.base_qrc.BaseQRC method)
(squlearn.qrc.QRCClassifier method)
(squlearn.qrc.QRCRegressor method)
predict_log_proba() (squlearn.kernel.ml.QSVC method)
predict_proba() (squlearn.kernel.ml.QGPC method)
(squlearn.kernel.ml.QSVC method)
(squlearn.qnn.QNNClassifier method)
ProjectedQuantumKernel (class in squlearn.kernel.matrix)
PrunedEncodingCircuit (class in squlearn.encoding_circuit)
pruning_from_QFI() (in module squlearn.encoding_circuit)
Q
QCNNEncodingCircuit (class in squlearn.encoding_circuit)
QCNNObservable() (squlearn.encoding_circuit.QCNNEncodingCircuit method)
QGPC (class in squlearn.kernel.ml)
QGPR (class in squlearn.kernel.ml)
qiskit_execute() (squlearn.Executor method)
QiskitEncodingCircuit (class in squlearn.encoding_circuit)
QKRR (class in squlearn.kernel.ml)
QNNClassifier (class in squlearn.qnn)
QNNRegressor (class in squlearn.qnn)
qpu_parallelization (squlearn.Executor attribute)
QRCClassifier (class in squlearn.qrc)
QRCRegressor (class in squlearn.qrc)
QSVC (class in squlearn.kernel.ml)
QSVR (class in squlearn.kernel.ml)
quantum_framework (squlearn.Executor attribute)
qubit (squlearn.observables.SinglePauli attribute)
(squlearn.observables.SingleProbability attribute)
R
RandomEncodingCircuit (class in squlearn.encoding_circuit)
RandomLayeredEncodingCircuit (class in squlearn.encoding_circuit)
remove() (squlearn.util.optree.OpTreeList method)
(squlearn.util.optree.OpTreeSum method)
repeat_layers() (squlearn.encoding_circuit.QCNNEncodingCircuit method)
reset() (squlearn.optimizers.Adam method)
(squlearn.optimizers.SGLBO method)
reset_shots() (squlearn.Executor method)
(squlearn.qnn.lowlevel_qnn_qiskit.LowLevelQNNQiskit method)
(squlearn.qnn.ShotsFromRSTD method)
Rx() (squlearn.encoding_circuit.LayeredEncodingCircuit method)
rxx_entangling() (squlearn.encoding_circuit.LayeredEncodingCircuit method)
Ry() (squlearn.encoding_circuit.LayeredEncodingCircuit method)
ryy_entangling() (squlearn.encoding_circuit.LayeredEncodingCircuit method)
Rz() (squlearn.encoding_circuit.LayeredEncodingCircuit method)
rzx_entangling() (squlearn.encoding_circuit.LayeredEncodingCircuit method)
rzz_entangling() (squlearn.encoding_circuit.LayeredEncodingCircuit method)
S
S() (squlearn.encoding_circuit.LayeredEncodingCircuit method)
S_conjugate() (squlearn.encoding_circuit.LayeredEncodingCircuit method)
sampler (squlearn.Executor attribute)
sampler_options (squlearn.Executor attribute)
sampler_run_v1() (squlearn.Executor method)
sampler_run_v2() (squlearn.Executor method)
score() (squlearn.kernel.ml.QGPC method)
(squlearn.kernel.ml.QGPR method)
(squlearn.kernel.ml.QKRR method)
(squlearn.kernel.ml.QSVC method)
(squlearn.kernel.ml.QSVR method)
(squlearn.qnn.QNNClassifier method)
(squlearn.qnn.QNNRegressor method)
(squlearn.qrc.QRCClassifier method)
(squlearn.qrc.QRCRegressor method)
select_backend() (squlearn.Executor method)
service (squlearn.Executor attribute)
session (squlearn.Executor attribute)
set_backend() (squlearn.Executor method)
set_callback() (squlearn.optimizers.Adam method)
(squlearn.optimizers.LBFGSB method)
(squlearn.optimizers.optimizer_base.OptimizerBase method)
(squlearn.optimizers.SGLBO method)
(squlearn.optimizers.SLSQP method)
(squlearn.optimizers.SPSA method)
set_executor() (squlearn.qnn.ShotsFromRSTD method)
set_fit_request() (squlearn.kernel.ml.QSVC method)
(squlearn.kernel.ml.QSVR method)
(squlearn.qnn.base_qnn.BaseQNN method)
(squlearn.qnn.QNNClassifier method)
(squlearn.qnn.QNNRegressor method)
set_map() (squlearn.observables.CustomObservable method)
(squlearn.observables.IsingHamiltonian method)
(squlearn.observables.observable_base.ObservableBase method)
(squlearn.observables.SinglePauli method)
(squlearn.observables.SingleProbability method)
(squlearn.observables.SummedPaulis method)
(squlearn.observables.SummedProbabilities method)
set_opt_param_op() (squlearn.qnn.loss.LossBase method)
(squlearn.qnn.loss.ODELoss method)
(squlearn.qnn.loss.ParameterRegularizationLoss method)
(squlearn.qnn.loss.SquaredLoss method)
(squlearn.qnn.loss.VarianceLoss method)
set_options_estimator() (squlearn.Executor method)
set_options_sampler() (squlearn.Executor method)
set_params() (squlearn.encoding_circuit.ChebyshevPQC method)
(squlearn.encoding_circuit.ChebyshevRx method)
(squlearn.encoding_circuit.ChebyshevTower method)
(squlearn.encoding_circuit.encoding_circuit_base.EncodingCircuitBase method)
(squlearn.encoding_circuit.HighDimEncodingCircuit method)
(squlearn.encoding_circuit.HubregtsenEncodingCircuit method)
(squlearn.encoding_circuit.KyriienkoEncodingCircuit method)
(squlearn.encoding_circuit.LayeredEncodingCircuit method)
(squlearn.encoding_circuit.MultiControlEncodingCircuit method)
(squlearn.encoding_circuit.ParamZFeatureMap method)
(squlearn.encoding_circuit.PrunedEncodingCircuit method)
(squlearn.encoding_circuit.QCNNEncodingCircuit method)
(squlearn.encoding_circuit.QiskitEncodingCircuit method)
(squlearn.encoding_circuit.RandomEncodingCircuit method)
(squlearn.encoding_circuit.RandomLayeredEncodingCircuit method)
(squlearn.encoding_circuit.TranspiledEncodingCircuit method)
(squlearn.encoding_circuit.YZ_CX_EncodingCircuit method)
(squlearn.kernel.matrix.FidelityKernel method)
(squlearn.kernel.matrix.kernel_matrix_base.KernelMatrixBase method)
(squlearn.kernel.matrix.ProjectedQuantumKernel method)
(squlearn.kernel.ml.QGPC method)
(squlearn.kernel.ml.QGPR method)
(squlearn.kernel.ml.QKRR method)
(squlearn.kernel.ml.QSVC method)
(squlearn.kernel.ml.QSVR method)
(squlearn.observables.CustomObservable method)
(squlearn.observables.IsingHamiltonian method)
(squlearn.observables.observable_base.ObservableBase method)
(squlearn.observables.SinglePauli method)
(squlearn.observables.SingleProbability method)
(squlearn.observables.SummedPaulis method)
(squlearn.observables.SummedProbabilities method)
(squlearn.qnn.base_qnn.BaseQNN method)
(squlearn.qnn.lowlevel_qnn.LowLevelQNN method)
(squlearn.qnn.lowlevel_qnn_base.LowLevelQNNBase method)
(squlearn.qnn.lowlevel_qnn_pennylane.LowLevelQNNPennyLane method)
(squlearn.qnn.lowlevel_qnn_qiskit.LowLevelQNNQiskit method)
(squlearn.qnn.QNNClassifier method)
(squlearn.qnn.QNNRegressor method)
(squlearn.qrc.base_qrc.BaseQRC method)
(squlearn.qrc.QRCClassifier method)
(squlearn.qrc.QRCRegressor method)
set_partial_fit_request() (squlearn.qnn.QNNClassifier method)
(squlearn.qnn.QNNRegressor method)
set_predict_request() (squlearn.kernel.ml.QGPR method)
set_primitive_options() (squlearn.Executor method)
set_quantum_kernel() (squlearn.kernel.loss.kernel_loss_base.KernelLossBase method)
(squlearn.kernel.loss.negative_log_likelihood.NLL method)
(squlearn.kernel.loss.target_alignment.TargetAlignment method)
set_score_request() (squlearn.kernel.ml.QGPC method)
(squlearn.kernel.ml.QGPR method)
(squlearn.kernel.ml.QKRR method)
(squlearn.kernel.ml.QSVC method)
(squlearn.kernel.ml.QSVR method)
(squlearn.qnn.QNNClassifier method)
(squlearn.qnn.QNNRegressor method)
(squlearn.qrc.QRCClassifier method)
(squlearn.qrc.QRCRegressor method)
set_seed_for_primitive() (squlearn.Executor method)
set_shots() (squlearn.Executor method)
(squlearn.qnn.lowlevel_qnn_qiskit.LowLevelQNNQiskit method)
set_shots_for_grad() (squlearn.qnn.ShotsFromRSTD method)
set_shots_for_loss() (squlearn.qnn.ShotsFromRSTD method)
SGLBO (class in squlearn.optimizers)
shots (squlearn.Executor attribute)
ShotsFromRSTD (class in squlearn.qnn)
simplify() (squlearn.util.OpTree static method)
SinglePauli (class in squlearn.observables)
SingleProbability (class in squlearn.observables)
SLSQP (class in squlearn.optimizers)
SPSA (class in squlearn.optimizers)
SquaredLoss (class in squlearn.qnn.loss)
squlearn.encoding_circuit
module
squlearn.kernel.loss
module
squlearn.kernel.matrix
module
squlearn.observables
module
squlearn.optimizers
module
squlearn.qnn
module
step() (squlearn.optimizers.Adam method)
(squlearn.optimizers.SGLBO method)
SummedPaulis (class in squlearn.observables)
SummedProbabilities (class in squlearn.observables)
swap() (squlearn.encoding_circuit.LayeredEncodingCircuit method)
T
T() (squlearn.encoding_circuit.LayeredEncodingCircuit method)
T_conjugate() (squlearn.encoding_circuit.LayeredEncodingCircuit method)
TargetAlignment (class in squlearn.kernel.loss.target_alignment)
train (class in squlearn.qnn.training)
train_mini_batch (class in squlearn.qnn.training)
transform_to_zbasis() (squlearn.util.OpTree.OpTreeEvaluate static method)
transpile_to_supported_instructions() (squlearn.util.OpTree.OpTreeDerivative static method)
TranspiledEncodingCircuit (class in squlearn.encoding_circuit)
U
U() (squlearn.encoding_circuit.LayeredEncodingCircuit method)
unset_backend() (squlearn.Executor method)
V
value() (squlearn.qnn.loss.LossBase method)
(squlearn.qnn.loss.ODELoss method)
(squlearn.qnn.loss.ParameterRegularizationLoss method)
(squlearn.qnn.loss.SquaredLoss method)
(squlearn.qnn.loss.VarianceLoss method)
variance() (squlearn.qnn.loss.LossBase method)
(squlearn.qnn.loss.ODELoss method)
(squlearn.qnn.loss.ParameterRegularizationLoss method)
(squlearn.qnn.loss.SquaredLoss method)
(squlearn.qnn.loss.VarianceLoss method)
VarianceLoss (class in squlearn.qnn.loss)
X
X (squlearn.observables.IsingHamiltonian attribute)
X() (squlearn.encoding_circuit.LayeredEncodingCircuit method)
Y
Y() (squlearn.encoding_circuit.LayeredEncodingCircuit method)
YZ_CX_EncodingCircuit (class in squlearn.encoding_circuit)
Z
Z (squlearn.observables.IsingHamiltonian attribute)
Z() (squlearn.encoding_circuit.LayeredEncodingCircuit method)
ZZ (squlearn.observables.IsingHamiltonian attribute)