# ddxm

**Repository Path**: vibratingRose/ddxm

## Basic Information

- **Project Name**: ddxm
- **Description**: No description available
- **Primary Language**: Unknown
- **License**: Apache-2.0
- **Default Branch**: main
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2024-02-25
- **Last Updated**: 2024-02-25

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# nngen

## Deep Generative Models

- [VAE](https://arxiv.org/abs/1312.6114) [[code](models/vae.ipynb)]
- [PixelCNN](https://arxiv.org/abs/1601.06759) [[code](models/pixelcnn.ipynb)]
- [GatedPixelCNN](https://arxiv.org/abs/1606.05328) [[code](models/gated_pixelcnn.ipynb)]
- [VQ-VAE](https://arxiv.org/abs/1711.00937) [[code](models/vq_vae.ipynb)] [[EMA version code](models/vq_vae_ema.ipynb)]

### Diffusion Models
- [DDPM](https://arxiv.org/abs/2006.11239) [[ddpm_mnist code](models/diffusion_models/ddpm_mnist.ipynb)]
- [DDIM](https://arxiv.org/abs/2010.02502) [[ddim_mnist code](models/diffusion_models/ddim_mnist.ipynb)]
- [DDPM+](https://arxiv.org/abs/2102.09672) [[improved_ddpm mnist code](models/diffusion_models/improved_ddpm_mnist.ipynb)]

### Text-to-Image Models
- [Stable Diffusion](https://arxiv.org/abs/2112.10752) [[code](models/stable_diffusion)]