mlx_quantum (mlx v0.1.0)

View Source

Summary

Functions

Functions

add_encoding_layer(Circuit, InputSize)

add_gate(Circuit, GateType, Qubits)

add_measurement_layer(Circuit, OutputSize)

add_parameterized_gate(Circuit, GateType, Qubits, Parameters)

add_variational_layers(Circuit, Layers, Entanglement)

apply_circuit(Circuit, QuantumState)

apply_gate(Gate, QuantumState)

calculate_required_qubits(InputSize, OutputSize)

classical_simulation_complexity(QuantumCircuit)

construct_qpe_circuit(UnitaryOperator, NumAncillaQubits)

create_initial_state(NumQubits)

create_zero_state_amplitudes(NumQubits)

extract_phase_estimate(FinalState, NumAncillaQubits)

get_input_dimension(TrainingData)

hybrid_quantum_classical_network(ClassicalNetwork, QuantumNetwork, HybridConfig)

initialize_parameters(QNN)

logical_qubit_encoding(PhysicalQubits, ErrorCorrectionCode)

prepare_qpe_initial_state(EigenState, NumAncillaQubits)

quantum_advantage_metric(QuantumAlgorithm, ClassicalAlgorithm)

quantum_approximate_optimization(CostHamiltonian, MixerHamiltonian, Layers, Options)

quantum_attention(Query, Key, Value, Options)

quantum_circuit(NumQubits)

quantum_circuit(NumQubits, Options)

quantum_convolutional_layer(Input, Kernels, Options)

quantum_cross_entropy_loss(QNN, Parameters, TrainingData)

quantum_differential_privacy(Dataset, QuantumModel, PrivacyBudget)

quantum_enhanced_optimization(ObjectiveFunction, InitialParameters, Options)

quantum_error_correction(QuantumState, ErrorCorrectionCode)

quantum_error_correction(QuantumState, ErrorCorrectionCode, Options)

quantum_expectation_value(Hamiltonian, AnsatzCircuit, Parameters)

quantum_federated_learning(ClientData, QuantumModel, FederatedConfig)

quantum_fourier_transform(QuantumState)

quantum_fourier_transform(QuantumState, Options)

quantum_kernel_methods(TrainingData, TestData, KernelConfig)

quantum_machine_learning_advantage(Dataset, QuantumModel, ClassicalModel)

quantum_neural_network(InputSize, OutputSize)

quantum_neural_network(InputSize, OutputSize, Options)

quantum_phase_estimation(UnitaryOperator, EigenState, Precision)

quantum_supremacy_test(QuantumCircuit, ClassicalSimulation)

quantum_variational_optimization(CostFunction, InitialParameters, MaxIterations, Tolerance)

simulate_circuit(Circuit, NumShots)

syndrome_measurement(EncodedQuantumState)

variational_quantum_classifier(TrainingData, NumClasses, Options)

variational_quantum_eigensolver(Hamiltonian, AnsatzCircuit, Options)