# colab-lib

**Repository Path**: bitfaner/colab-lib

## Basic Information

- **Project Name**: colab-lib
- **Description**: 知其然知其所以然
- **Primary Language**: Unknown
- **License**: MIT
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2026-01-05
- **Last Updated**: 2026-03-27

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# Colab Lib

> 知其然知其所以然

## 先用 gemini 写个页面

* doc/aistudio.md

## 不懂变形金刚？

* doc/transformer.md
* doc/attention.md
* doc/pytorch.md

## colab 是个啥？

* doc/colab.md

## 没有开发环境？

* doc/conda.md

## 不会 python？

* book/python-cheatsheet.pdf
* book/Pandas_Cheat_Sheet.pdf
* book/Python-for-Data-Analysis.pdf

## 示例代码

* src/inference/orchestrator.py
* src/training/orchestrator.py

```bash
mamba create -n llm python=3.11
mamba activate llm
pip install -r requirements.txt
```

## 理解

> 通俗易懂系列

* https://www.bilibili.com/video/BV1k6yWBEEmH
* https://www.bilibili.com/video/BV1i5koBtEUU
* https://www.bilibili.com/video/BV1ypUkB7Eki

> 深度解析

* https://www.bilibili.com/video/BV1dyW9zsEk1
* https://www.bilibili.com/video/BV1taSFBNEG4

> 图解注意力

* https://www.youtube.com/watch?v=W28LfOld44Y
* https://www.youtube.com/watch?v=W6s9i02EiR0

> 直接手搓

* https://www.youtube.com/watch?v=p3sij8QzONQ

## 地基

> College Calculus with Python Code

https://www.youtube.com/watch?v=VDFRpjQVaME

> Linear Algebra for Machine Learning

https://www.youtube.com/watch?v=QCPJ0VdpM00