https://github.com/mad-sg/generative-ai-start-to-surrender
Generative AI: From Start to Surrender – A Practical Guide to Mastering and Struggling with AI Models
https://github.com/mad-sg/generative-ai-start-to-surrender
continuous-normalizing-flows ddpm diffusion energy-based-model flow-matching gan generative-ai nerf pytorch rectified-flow score-matching stylegan vae vae-pytorch
Last synced: 2 months ago
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Generative AI: From Start to Surrender – A Practical Guide to Mastering and Struggling with AI Models
- Host: GitHub
- URL: https://github.com/mad-sg/generative-ai-start-to-surrender
- Owner: MAD-SG
- License: other
- Created: 2025-01-15T01:59:39.000Z (4 months ago)
- Default Branch: main
- Last Pushed: 2025-03-06T12:30:11.000Z (2 months ago)
- Last Synced: 2025-03-15T14:12:34.918Z (2 months ago)
- Topics: continuous-normalizing-flows, ddpm, diffusion, energy-based-model, flow-matching, gan, generative-ai, nerf, pytorch, rectified-flow, score-matching, stylegan, vae, vae-pytorch
- Language: Jupyter Notebook
- Homepage: https://mad-sg.github.io/generative-ai-start-to-surrender/
- Size: 305 MB
- Stars: 3
- Watchers: 1
- Forks: 0
- Open Issues: 2
-
Metadata Files:
- Readme: README.md
- License: LICENSE
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README
# Generative AI: From Start to Surrender
## Explore the Documentation Online :book:
Discover the full documentation for "Generative AI: From Start to Surrender" online. Dive into detailed guides and resources to enhance your understanding of generative AI technologies.
[](https://mad-sg.github.io/generative-ai-start-to-surrender/)
## Contributor :busts_in_silhouette:
We are grateful for the contributions from our community. Here are some of our key contributors:
- [](https://github.com/tsiendragon)
Your contributions help make this project better. Thank you for your support!
## Contribution
### vscode 设置保存图片位置. vscode 可以支持直接复制图片，会把粘贴板上的图片复制到markdown 文件中，并且保存文件到指定目录中
在settings.json中添加
```json
{
"markdown.copyFiles.destination": {
"**/*": "${documentWorkspaceFolder}/docs/images/"
},
...
}
```
### 使用Markdownlint
Markdownlint 是一个对 Markdown 进行规范检查的扩展，除了给出 lint 提示外，也支持自动修复部分问题（比如空行、列表缩进等）。
打开 VS Code 设置后，可根据需要启用自动修复选项：
```json
{
...
"editor.codeActionsOnSave": {
"source.fixAll.markdownlint": true
},
"markdownlint.config": {
"default": true,
"MD033": false,
"MD049":false,
"MD022":false,
}
}
```
其中markdownlint.config 可以控制对特定的error选择进行忽略。选择"MD049" 对数学公式的自动修复进行忽略。
### 交叉引用
如果想引用其他的markdown 文件中的某个章节或者内容，可以添加一个anchor
```markdown
#### 9.3.1-ELBO
```
引用时
```markdown
[引用](