Generative-Models

The repository contains implementations and examples of various generative modeling approaches in Deep Learning.

Directory Structure

• Autoregressive-models

  • Masked Autoencoder for Distribution Estimation (MADE)
  • Pixel-CNN
  • Conditional-Pixel-CNN

• EBM

  • Restricted Boltzmann machines
  • Langevin dynamics with a Gaussian

• Flows

  • RealNVP

• GAN

  • DCGAN

• VAE