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Bayesian Reconstruction of Fourier Pairs

This is the source code for Bayesian Reconstruction of Fourier Pairs (BRFP) based on python. We can reconstruct time-frequency signals using time or frequency (or both of them) noisely-observations under an unevenly sampled scenario.

DONE:

  • 1D time to spectrum example

TODO

  • 1D spectrum to time example
  • 1D spectrum and time reconstruction
  • 2D spectrum to space-domain reconstruction

Paper

Bayesian Reconstruction of Fourier Pairs on arXiv