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For ZIPLab: https://ziplab.github.io/
by lhmd
1. Basics
DeepLearning basic knowledge:
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TinyML and Efficient Deep Learning Computing (with its Lab!!):
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My Notes:
PyTorch 代码入门:
pytorch-tutorial
xiaotudui • Updated Feb 27, 2025
2. LLM and ViT
LLMs-from-scratch:
LLMs-from-scratch
rasbt • Updated Feb 27, 2025
如果你对llm极其感兴趣,请直接学习transformer各种库的源代码或这门课程:
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ViT简易代码实现:
vit-pytorch
lucidrains • Updated Feb 27, 2025
主要跑一下tests/test.py文件,查看vit_pytorch/vit.py中的所有实现
3. Diffusion
Theory:
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Code:
Others
ML theory
- 作者:Aboat Withflow
- 链接:Notion 博客 | 一个NotionNext搭建的博客/article/1a73170b-7f32-80fb-8995-c6d5285e348a
- 声明:本文采用 CC BY-NC-SA 4.0 许可协议,转载请注明出处。