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Title: GitHub - iostalks/Algorithms: 数据结构和算法专项训练营。✍️✍️✍️

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《数据结构与算法之美》http://t.cn/EvWJWn4
https://patch-diff.githubusercontent.com/iostalks/Algorithms#数据结构与算法之美专栏导航
https://patch-diff.githubusercontent.com/iostalks/Algorithms#数据结构
数组https://patch-diff.githubusercontent.com/iostalks/Algorithms/blob/master/Array
数组：为什么很多编程语言中数组都从0开始编号？https://time.geekbang.org/column/article/40961
链表https://patch-diff.githubusercontent.com/iostalks/Algorithms/blob/master/LinkedList
链表（上）：如何实现LRU缓存淘汰算法?https://time.geekbang.org/column/article/41013
链表（下）：如何轻松写出正确的链表代码？https://time.geekbang.org/column/article/41149
栈https://patch-diff.githubusercontent.com/iostalks/Algorithms/blob/master/Stack
栈：如何实现浏览器的前进和后退功能？https://time.geekbang.org/column/article/41222
队列https://patch-diff.githubusercontent.com/iostalks/Algorithms/blob/master/Queue
队列：队列在线程池等有限资源池中的应用https://time.geekbang.org/column/article/41330
跳表：为什么Redis一定要用跳表来实现有序集合？https://time.geekbang.org/column/article/42896
散列表（上）：Word文档中的单词拼写检查功能是如何实现的？https://patch-diff.githubusercontent.com/iostalks/Algorithms/blob/master/64233
散列表（中）：如何打造一个工业级水平的散列表？https://time.geekbang.org/column/article/64586
散列表（下）：为什么散列表和链表经常会一起使用？https://time.geekbang.org/column/article/64858
二叉树https://patch-diff.githubusercontent.com/iostalks/Algorithms/blob/master/BinaryTree
二叉树基础（上）：什么样的二叉树适合用数组来存储？https://time.geekbang.org/column/article/67856
二叉树基础（下）：有了如此高效的散列表，为什么还需要二叉树？https://time.geekbang.org/column/article/68334
红黑树（上）：为什么工程中都用红黑树这种二叉树？https://time.geekbang.org/column/article/68638
红黑树（下）：掌握这些技巧，你也可以实现一个红黑树https://time.geekbang.org/column/article/68976
堆和堆排序：为什么说堆排序没有快速排序快？https://time.geekbang.org/column/article/69913
堆的应用：如何快速获取到Top 10最热门的搜索关键词？https://time.geekbang.org/column/article/70187
图https://patch-diff.githubusercontent.com/iostalks/Algorithms/blob/master/Graph
图的表示：如何存储微博、微信等社交网络中的好友关系？https://time.geekbang.org/column/article/70537
https://patch-diff.githubusercontent.com/iostalks/Algorithms#算法
复杂度分析（上）：如何分析算法的执行效率和资源消耗https://time.geekbang.org/column/article/40036
复杂度分析（下）：浅析最好、最坏、平均、均摊时间复杂度https://time.geekbang.org/column/article/40447
排序https://patch-diff.githubusercontent.com/iostalks/Algorithms/blob/master/Sort
排序（上）：为什么插入排序比冒泡排序更受欢迎？https://time.geekbang.org/column/article/41802
排序（下）：如何用快排思想在O(n)内查找第K大元素？https://time.geekbang.org/column/article/41913
线性排序：如何根据年龄给100万用户数据排序？https://time.geekbang.org/column/article/42038
排序优化：如何实现一个通用的、高性能的排序函数？https://time.geekbang.org/column/article/42359
递归：如何用三行代码找到“最终推荐人”？https://time.geekbang.org/column/article/41440
递归树：如何借助树来求解递归算法的时间复杂度？https://time.geekbang.org/column/article/69388
查找https://patch-diff.githubusercontent.com/iostalks/Algorithms/blob/master/Search
二分查找（上）：如何用最省内存的方式实现快速查找功能？https://time.geekbang.org/column/article/42520
二分查找（下）：如何快速定位IP对应的省份地址？https://time.geekbang.org/column/article/42733
深度和广度优先搜索：如何找出社交网络中的三度好友关系？https://time.geekbang.org/column/article/70891
哈希算法（上）：如何防止数据库中的用户信息被脱库？https://time.geekbang.org/column/article/65312
哈希算法（下）：哈希算法在分布式系统中有哪些应用？https://time.geekbang.org/column/article/67388
字符串https://patch-diff.githubusercontent.com/iostalks/Algorithms/blob/master/String
字符串匹配基础（上）：如何借助哈希算法实现高效字符串匹配？https://time.geekbang.org/column/article/71187
字符串匹配基础（中）：如何实现文本编辑器中的查找功能？https://time.geekbang.org/column/article/71525
字符串匹配基础（下）：如何借助BM算法轻松理解KMP算法？https://time.geekbang.org/column/article/71845
Trie树：如何实现搜索引擎的搜索关键词提示功能？https://time.geekbang.org/column/article/72414
AC自动机：如何用多模式串匹配实现敏感词过滤功能？https://time.geekbang.org/column/article/72810
贪心算法：如何用贪心算法实现Huffman压缩编码？https://time.geekbang.org/column/article/73188
分治算法https://patch-diff.githubusercontent.com/iostalks/Algorithms/blob/master/DivideAndConquer
分治算法：谈一谈大规模计算框架MapReduce中的分治思想https://time.geekbang.org/column/article/73503
回溯算法https://patch-diff.githubusercontent.com/iostalks/Algorithms/blob/master/BackTracking
回溯算法：从电影《蝴蝶效应》中学习回溯算法的核心思想https://time.geekbang.org/column/article/74287
动态规划https://patch-diff.githubusercontent.com/iostalks/Algorithms/blob/master/DynamicProgramming
初识动态规划：如何巧妙解决“双十一”购物时的凑单问题？https://time.geekbang.org/column/article/74788
动态规划理论：一篇文章带你彻底搞懂最优子结构、无后效性和重复子问题https://time.geekbang.org/column/article/75702
https://patch-diff.githubusercontent.com/iostalks/Algorithms#高级篇
拓扑排序：如何确定代码源文件的编译依赖关系？https://time.geekbang.org/column/article/76207
最短路径：地图软件是如何计算出最优出行路径的？https://time.geekbang.org/column/article/76468
位图：如何实现网页爬虫中的URL去重功能？https://time.geekbang.org/column/article/76827
概率统计：如何利用朴素贝叶斯算法过滤垃圾短信？https://time.geekbang.org/column/article/77142
向量空间：如何实现一个简单的音乐推荐系统？https://time.geekbang.org/column/article/77457
B+树：MySQL数据库索引是如何实现的？https://time.geekbang.org/column/article/77830
搜索：如何用A*搜索算法实现游戏中的寻路功能？https://time.geekbang.org/column/article/78175
索引：如何在海量数据中快速查找某个数据？https://time.geekbang.org/column/article/78449
并行算法：如何利用并行处理提高算法的执行效率？https://time.geekbang.org/column/article/78795
https://patch-diff.githubusercontent.com/iostalks/Algorithms#实战篇
算法实战（一）：剖析Redis常用数据类型对应的数据结构https://time.geekbang.org/column/article/79159
算法实战（二）：剖析搜索引擎背后的经典数据结构和算法https://time.geekbang.org/column/article/79433
算法实战（三）：剖析高性能队列Disruptor背后的数据结构和算法https://time.geekbang.org/column/article/79871
算法实战（四）：剖析微服务接口鉴权限流背后的数据结构和算法https://time.geekbang.org/column/article/80388
算法实战（五）：如何用学过的数据结构和算法实现一个短网址系统？https://time.geekbang.org/column/article/80850
algorithms https://patch-diff.githubusercontent.com/topics/algorithms
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