Denoising Diffusion Probabilistic Models (DDPM)

An unofficial implementation of DDPM in PyTorch. We provide the following coverage:

• Training on mnist, fashion-mnist, cifar10, and celeba Notes:
• Quality of images in Images folder is lower than expected because models were trained to T=1000, but images were generated in T=100.

Requirements

Download the requiremenets.txt file which contains the required packages including:

• PyTorch
• numpy
• matplotlib

Citations & Acknowledgements

• Denoising Diffusion Probabilistic Models (DDPM)