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License: MIT License
Generative Adversarial Networks for time-series generation
License: MIT License
For anyone checking out this repo, I would recommend to remove the BatchNormalization layers in the models as it could lead to better results. Please check my GAN collection repository for insights on how to make the models perform better https://github.com/HitLuca/GAN-collection
The implementation of VAE with GAN learned similarity metric is sub-optimal. I conducted experiments recently and obtained a stable solution that performs much better. Please see the same model on https://github.com/HitLuca/GAN-collection to check how the VAE loss is improved.
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