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README.md		README.md
main.py		main.py
models.py		models.py
utils.py		utils.py

README.md

DDPM (Denoising Diffusion Probabilistic Models)

The process of Diffusion Model

- [paper](https://arxiv.org/abs/2006.11239)

Training

python3 main.py --dataset mnist --store_path ./ddpm_best.pt --epochs 30

MNIST handwritten Examples

The generated examples for 1 epoch in training

The generated examples for 20 epoch in training