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Quantum kernels (qiskit_machine_learning.kernels)

A set of extendable classes that can be used to evaluate kernel matrices.

Quantum Kernels

QuantumKernel

Pending deprecation: A dedicated trainable quantum kernel implementation that constructs and executes quantum circuits directly.

BaseKernel

An abstract definition of the quantum kernel interface.

FidelityQuantumKernel

An implementation of the quantum kernel interface based on the BaseStateFidelity algorithm.

TrainableKernel

An abstract definition of the ability to train kernel via specifying training parameters.

TrainableFidelityQuantumKernel

An implementation of the quantum kernel that is based on the BaseStateFidelity algorithm and provides ability to train it.

Submodules

algorithms

Quantum Kernel Algorithms (qiskit_machine_learning.kernels.algorithms)