Here I will add some of my own notes, insights and demos about learning the diffusion model.
In the docs folder, I have my notes on diffusion model, including papers and good blogs, ODE review, some derivation of SDE in diffusion model, and a series of understanding of diffusion model code. However, since the pdf exported by yuque is really unforgiving, there may be a lot of typographical problems. However, I have opened access to the connection at: yuque link, password is vghi.
Papers are list in papers/readme.md.
In the demo folder, a series of sample demos exists related to dpm solver/dpm solver++. Detail can be found in demo/readme.md.
UNet copy from ADM.
Scheduler copy from DPM Solver/DPM Solver++