# helblazer811/Diffusion-Explorer

Interactive visualizations of the geometric intuition behind diffusion models.

Repository: https://github.com/helblazer811/Diffusion-Explorer
Canonical: https://ross.abutalabs.com/products/diffusion-explorer
Language: Svelte
License Family: other
Last push: 2026-08-09T18:36:31+00:00

## Health v2 (maintenance only)
Score: 68/100 (v2, computed 2026-09-03T02:20:16.233290+00:00)
- activity 96, release rhythm 35, longevity 62
- inputs: {"age_days": 873, "days_push": 24, "days_rel": null, "gap_med": null, "n_releases_24m": 0}
- flags: no_releases, no_license
- formula: round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)

## Adoption (not part of the score)
Stars 1164, forks 60 (observed 2026-08-28T04:03:49.948733+00:00)

## What it is
An interactive web-based educational tool that visualizes the geometric intuition behind diffusion and flow-based generative models. It lets users watch sample dynamics, observe training progress, and train models on custom hand-drawn distributions.

## Use cases
- understand how diffusion models work visually
- learn flow matching intuition interactively
- visualize rectified flow trajectories
- train a generative model on hand-drawn distributions
- teach generative model concepts to students
- see how generated samples evolve during training

## When to choose
- you want an intuitive, visual explanation of diffusion and flow matching
- you are teaching or learning generative modeling concepts
- you want interactive demos like the rectified flow explainer

## When to avoid
- you need a production diffusion model training or inference library
- you need a stable, licensed dependency - it has no license and is a work in progress
- you need high-resolution image generation

## Facets
- artifact type: learning-resource
- maturity: active
- function: data-visualization, machine-learning, llm-training, simulation
- domain: machine-learning, deep-learning, education, data-visualization
- platform: browser, python
- tags: diffusion-models, flow-matching, rectified-flow, interactive-visualization, generative-models, svelte, educational-tool, web, nodejs

## Member repositories
- helblazer811/Diffusion-Explorer (main) score 68

## Provenance
- Observed fields: from GitHub, fetched 2026-08-28T04:03:49.948733+00:00.
- Health v2: computed from the inputs above; adoption is never an input.
- Inferred fields (summary, facets, guidance): AI-extracted, prompt v1, taxonomy v1, on 2026-08-30T06:29:40.564812+00:00, confidence not recorded.
  - readme: https://github.com/helblazer811/Diffusion-Explorer (fetched 2026-08-28T04:03:49.948733+00:00, sha 5501700a9ec1)
- Data as of 2026-08-30T08:39:29.467469+00:00.