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RePlasma/QuantumGaussianMomenta

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Distributions and moments

PennyLane notebooks

  • 2Dgaussian.ipynb: Loading a 2D Gaussian distribution. Tensor of 2 distributions from 2 qubit registers. Generalization to higher dimensions follows.
  • QuantumGaussianFittingVQE.ipynb: using pennylane optimizers to fit a variational quantum circuit's wavefunction to a target vector
  • QuantumGaussianMomenta.ipynb: Retrieving momenta (mean and variance) of gaussian distribution embedded in amplitudes qml.AmplitudeEmbedding in PennyLane. The operators for the momenta are built from Pauli gates through qml.pauli_decompose

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Retrieving momenta from gaussian distribution in PennyLane

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