/galatea

Implementation of various generative models.

Primary LanguagePython

galatea

Short - term

Implemented

  • GAN
  • RBM (Bernouli-Bernouli)
  • Hopfield
  • Boltzmann
  • VAE

Ongoing

  • cGAN

TODO

  • DBM
  • DBN
  • Helmholtz
  • PixelCNN
  • Beta VAE

Long - term

TODO

  • Attention models (Transformers)
  • Graph Neural Nets