> For the complete documentation index, see [llms.txt](https://luweikxy.gitbook.io/machine-learning-notes/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://luweikxy.gitbook.io/machine-learning-notes/linear-algebra.md).

# 线性代数

* [返回顶层目录](/machine-learning-notes/summary.md)
* [范数](/machine-learning-notes/linear-algebra/norm.md)
* [矩阵求导](/machine-learning-notes/linear-algebra/matrix-derivative.md)
* [特征值](/machine-learning-notes/linear-algebra/eigenvalue.md)
* [SVD奇异值分解](/machine-learning-notes/linear-algebra/singular-value-decomposition.md)