yangqy1110/Diffusion-Models resource
扩散模型原理和pytorch代码实现初学资料汇总 observed · 2026-08-28
Health v2 · maintenance only
32/100
- Activity 0
- Release rhythm 35
- Longevity 100
Flags: no_releases no_license
How is this computed?
round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-02. Adoption (stars, forks) is never an input.
- gap_med: n/a
- age_days: 1470
- days_rel: n/a
- days_push: 866
- n_releases_24m: 0
Adoption not part of the score
1008 stars · 77 forks observed · 2026-08-28
What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded
A curated collection of learning resources for diffusion models, including classic papers, blog posts, videos, and annotated PyTorch implementations in Jupyter notebooks. It is aimed at beginners studying diffusion model theory and code.
Use cases
- learn how diffusion models work from scratch
- find annotated pytorch implementations of DDPM
- collect papers and tutorials on diffusion and score matching models
- understand the annotated diffusion model notebook with theory-matched code comments
- study background topics like VAE and variational inference before diffusion models
When to choose
- you are a beginner wanting a guided path through diffusion model theory and code
- you want Jupyter notebooks with Chinese annotations explaining the math line by line
- you need a starting point linking to the canonical DDPM papers and implementations
When to avoid
- you need a production-ready diffusion model library for training or inference
- you want an actively maintained codebase with tests and releases
- you need English-only documentation
Facets
learning-resource · maturity maintenance
machine-learning deep-learning developer-tools deep-learning machine-learning tutorials artificial-intelligence python diffusion-models pytorch jupyter-notebooks generative-models curated-resources ddpm chinese-language
1 source
- readme: https://github.com/yangqy1110/Diffusion-Models · fetched 2026-08-28 · f382145fca55
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| yangqy1110/Diffusion-Models | main | 32 |
For agents
markdown · JSON · MCP: product_card(name="yangqy1110/Diffusion-Models")
Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem