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disentanglement-study's Issues

7/11 plans

Find a way to access the network and control beta during training. - callbacks
Set up experiments for beta VAE and AdaGVAE.
Write descriptions for metrics.

DisentDataset

Search for all "DisentDataset" to see how it is declared.

Need to go through disent library all over again

learn disent library, this should take no longer than 2 days.
Next possible steps (will be added as issues if this one is resolved).

  • create the original metric in β-VAE paper.
  • try if it is feasible to develop GAN by using disent.

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