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algo-notes's Introduction

自己动手实现

  • LRU 缓存淘汰算法
  • 利用堆求中位数
  • 利用堆求Top K
  • 利用堆实现一个优先级队列
  • 利用Trie树实现搜索引擎的搜索关键词提示功能
  • 利用AC自动机多模式串匹配实现敏感词过滤功能
  • 利用贪心算法实现Huffman压缩编码
  • 利用动态规划实现搜索引擎中的拼写纠错功能
  • 利用拓扑排序确定代码源文件的编译依赖关系
  • 计算地图软件最优出行路径
  • 利用位图实现网页爬虫中的URL去重功能
  • 利用朴素贝叶斯算法过滤垃圾短信
  • 利用向量空间实现一个简单的音乐推荐系统
  • 实现一个短网址系统

排序

数组和矩阵

链表

栈和队列

散列表和跳表

二分查找

字符串

动态规划

Reference

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