Denoising Diffusion Probabilistic Model toy project

This repository contains an implementation of Diffusion model from "Denoising Diffusion Probabilistic Models" paper : https://arxiv.org/abs/2006.11239*

Instead of applying diffusion model on images, we apply it on differents 2d data points distibutions. Distributions are created from black and white images stored in images/ by image_to_toy_dataset() from src directory.