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This is the code repository for {Empirical Study on Exploring the Impact of Controlling the Objective on Disentanglement Learning During Training}.
License: MIT License
Jupyter Notebook 87.74%
Python 12.26%
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disentanglement-study's Issues
Some of the frameworks and metrics are not verified or completed.
Make a list of this unverified modules.
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.
Search for all "DisentDataset" to see how it is declared.
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.