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can now condition on psd and load random psds

Joseph Bayley requested to merge condition_psd into master

Series of changes:

Model

  • Can now be conditioned on a psd
  • Can now separate channels so that each are passed through a separate network
  • Added some extra options for layers
    • Transformer
    • Seperable Conv

Config

  • Updated config defaults with extra parameters and model specification

Loading data

  • Can now randomise the PSD for each piece of data when loaded #6 (closed)
  • Can also input the PSD to condition network on PSD
  • MAJOR bug fix in data augmentation, issue #5 (closed)
    • when augmenting distance it was using uniform distributions so now the distance prior has changes this modifies the prior distribution, fixed to resample from the prior

Training

  • Fixed the ramp callback was not working before, issue #7 (closed)

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