The repository contains implementations and examples of various generative modeling approaches in Deep Learning.
-
Autoregressive-models
- Masked Autoencoder for Distribution Estimation (MADE)
- Pixel-CNN
- Conditional-Pixel-CNN
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EBM
- Restricted Boltzmann machines
- Langevin dynamics with a Gaussian
-
Flows
- RealNVP
-
GAN
- DCGAN
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VAE