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Text generation with VAE's

In this repository is a collection of models trained on a toy dataset and the twitter dataset (a character model in this case).

The following models are provided:

  • RNN VAE
  • CNN VAE
  • Hybrid VAE
  • Ladder VAE
  • Ladder CNN VAE

Also the first three models come both with either a dense latent space or a feature map latent space.


Thanks to wohlert and casperkaae for their repositories on LVAE's and thanks to vlievin for his repositories on VAE's in general.

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Different VAE models for text data

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