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QGAN.set_generator

QGAN.set_generator(generator_circuit=None, generator_init_params=None, generator_optimizer=None, generator_gradient=None)[source]

Initialize generator.

Parameters
  • generator_circuit (Optional[QuantumCircuit]) -- parameterized quantum circuit which sets the structure of the quantum generator

  • generator_init_params (Optional[ndarray]) -- initial parameters for the generator circuit

  • generator_optimizer (Optional[Optimizer]) -- optimizer to be used for the training of the generator

  • generator_gradient (Union[Callable, Gradient, None]) -- A Gradient object, or a function returning partial derivatives of the loss function w.r.t. the generator variational params.

Raises

QiskitMachineLearningError -- invalid input