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› Diffusion-Explorer
helblazer811/Diffusion-Explorer
Diffusion Explorer是一个基于Svelte的交互式可视化工具，旨在直观展示扩散模型和流生成模型的几何直觉。它支持多种训练目标、样本动态演示及自定义分布训练，主要用于教育目的，帮助用户理解Rectified Flow等技术原理。
技术栈
diffusion-explorer/apps/continuity-equation-explainer javascript
框架
Svelte
^5.45.6
构建工具
Vite
^7.2.6
查看全部依赖 (15)
依赖
@tensorflow/tfjs
^4.22.0
@tensorflow/tfjs-backend-wasm
^4.22.0
@tensorflow/tfjs-core
^4.22.0
@tensorflow/tfjs-node
^4.22.0
d3
^7.9.0
fs-extra
^11.2.0
mathjax-full
^3.2.1
开发依赖
@diffusion-explorer/diffusion
*
@diffusion-explorer/ui
*
@sveltejs/adapter-static
^3.0.8
@sveltejs/kit
^2.49.1
@sveltejs/vite-plugin-svelte
^6.2.1
svelte-check
^4.3.4
tsx
^4.7.0
typescript
^5.9.3
diffusion-explorer/apps/diffusion-explorer javascript
框架
Svelte
^5.0.0
构建工具
Vite
^6.2.6
esbuild
^0.20.0
查看全部依赖 (22)
依赖
@tensorflow/tfjs
^4.22.0
@tensorflow/tfjs-backend-wasm
^4.22.0
@tensorflow/tfjs-core
^4.22.0
@tensorflow/tfjs-node
^4.22.0
aws-sdk
^2.1692.0
d3
^7.9.0
katex
^0.16.22
mock-aws-s3
^4.0.2
multivariate-normal
^0.1.2
nock
^14.0.4
numeric
^1.2.6
path.join
^1.0.0
开发依赖
@diffusion-explorer/diffusion
*
@sveltejs/adapter-auto
^6.0.0
@sveltejs/adapter-static
^3.0.8
@sveltejs/kit
^2.16.0
@sveltejs/vite-plugin-svelte
^5.0.0
@types/node
^20.10.0
gh-pages
^6.3.0
svelte-check
^4.0.0
tsx
^4.7.0
typescript
^5.0.0
diffusion-explorer/apps/flow-matching-explainer javascript
框架
Svelte
^5.45.6
构建工具
Vite
^7.2.6
查看全部依赖 (14)
依赖
@tensorflow/tfjs
^4.22.0
@tensorflow/tfjs-backend-wasm
^4.22.0
@tensorflow/tfjs-core
^4.22.0
@tensorflow/tfjs-node
^4.22.0
d3
^7.9.0
fs-extra
^11.2.0
mathjax-full
^3.2.1
开发依赖
@diffusion-explorer/diffusion
*
@diffusion-explorer/ui
*
@sveltejs/adapter-static
^3.0.8
@sveltejs/kit
^2.49.1
@sveltejs/vite-plugin-svelte
^6.2.1
svelte-check
^4.3.4
typescript
^5.9.3
diffusion-explorer/apps/miscellaneous javascript
框架
Svelte
^5.45.6
构建工具
Vite
^7.2.6
esbuild
^0.20.0
查看全部依赖 (17)
依赖
@tensorflow/tfjs
^4.22.0
@tensorflow/tfjs-backend-wasm
^4.22.0
@tensorflow/tfjs-core
^4.22.0
@tensorflow/tfjs-node
^4.22.0
d3
^7.9.0
reveal.js
^5.2.1
three
^0.170.0
开发依赖
@diffusion-explorer/diffusion
*
@diffusion-explorer/ui
*
@sveltejs/adapter-static
^3.0.8
@sveltejs/kit
^2.49.1
@sveltejs/vite-plugin-svelte
^6.2.1
@types/node
^20.10.0
@types/three
^0.170.0
svelte-check
^4.3.4
tsx
^4.7.0
typescript
^5.9.3
diffusion-explorer/apps/rectified-flow-explainer javascript
框架
Svelte
^5.45.6
构建工具
Vite
^7.2.6
查看全部依赖 (16)
依赖
@tensorflow/tfjs
^4.22.0
@tensorflow/tfjs-backend-wasm
^4.22.0
@tensorflow/tfjs-core
^4.22.0
@tensorflow/tfjs-node
^4.22.0
d3
^7.9.0
fs-extra
^11.2.0
mathjax-full
^3.2.1
开发依赖
@diffusion-explorer/diffusion
*
@diffusion-explorer/ui
*
@sveltejs/adapter-static
^3.0.8
@sveltejs/kit
^2.49.1
@sveltejs/vite-plugin-svelte
^6.2.1
@types/node
^20.10.0
svelte-check
^4.3.4
tsx
^4.7.0
typescript
^5.9.3
diffusion-explorer/packages/diffusion javascript
测试
Vitest
^3.0.0
查看全部依赖 (4)
依赖
@tensorflow/tfjs
^4.22.0
开发依赖
@tensorflow/tfjs-backend-wasm
^4.22.0
@types/node
^20.10.0
tsx
^4.7.0
diffusion-explorer/packages/ui javascript
查看全部依赖 (5)
依赖
d3
^7.9.0
katex
^0.16.22
tempus
*
开发依赖
@types/d3
^7.4.3
@webgpu/types
^0.1.38
