> 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/data-structures-and-algorithms.md).

# 数据结构与算法

## 数据结构与算法

* [返回顶层目录](/machine-learning-notes/summary.md)
* [数据结构](/machine-learning-notes/data-structures-and-algorithms/data-structures.md)
* [算法思想](/machine-learning-notes/data-structures-and-algorithms/algorithms.md)
* [剑指offer](/machine-learning-notes/data-structures-and-algorithms/jianzhi-offer.md)
* [leetcode](/machine-learning-notes/data-structures-and-algorithms/leetcode.md)
* [编程语言](/machine-learning-notes/data-structures-and-algorithms/programming-language.md)

**算法 - Algorithms**

1. 排序算法：快速排序、归并排序、计数排序
2. 搜索算法：回溯、递归、剪枝技巧
3. 图论：最短路、最小生成树、网络流建模
4. 动态规划：背包问题、最长子序列、计数问题
5. 基础技巧：分治、倍增、二分、贪心

**数据结构 - Data Structures**

1. 数组与链表：单 / 双向链表、跳舞链
2. 栈与队列
3. 树与图：最近公共祖先、并查集
4. 哈希表
5. 堆：大 / 小根堆、可并堆
6. 字符串：字典树、后缀树

![map](/files/-LxjeTS_E580BMq6Vlxf)

## 参考资料

\===

[学习「数据结构与算法」，一个很赞的网站](https://zhuanlan.zhihu.com/p/31534696?utm_source=wechat_session\&utm_medium=social\&utm_oi=1107657858870767616)

[剑指Offer系列刷题笔记汇总](https://cuijiahua.com/blog/2018/02/basis_67.html)

[剑指Offer-在线编程-牛客网](https://www.nowcoder.com/ta/coding-interviews?query=\&asc=true\&order=\&page=1)

[牛客网-leetcode在线编程](https://www.nowcoder.com/ta/leetcode)