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Title: GitHub - gl-lei/algorithm: 《数据结构与算法之美》学习笔记以及 Swift 代码实现，原始仓库 https://github.com/wangzheng0822/algo · GitHub

Open Graph Title: GitHub - gl-lei/algorithm: 《数据结构与算法之美》学习笔记以及 Swift 代码实现，原始仓库 https://github.com/wangzheng0822/algo

X Title: GitHub - gl-lei/algorithm: 《数据结构与算法之美》学习笔记以及 Swift 代码实现，原始仓库 https://github.com/wangzheng0822/algo

Description: 《数据结构与算法之美》学习笔记以及 Swift 代码实现，原始仓库 https://github.com/wangzheng0822/algo - gl-lei/algorithm

Open Graph Description: 《数据结构与算法之美》学习笔记以及 Swift 代码实现，原始仓库 https://github.com/wangzheng0822/algo - gl-lei/algorithm

X Description: 《数据结构与算法之美》学习笔记以及 Swift 代码实现，原始仓库 https://github.com/wangzheng0822/algo - gl-lei/algorithm

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Branches	https://github.com/gl-lei/algorithm/branches
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	https://github.com/gl-lei/algorithm/branches
	https://github.com/gl-lei/algorithm/tags
145 Commits	https://github.com/gl-lei/algorithm/commits/master/
	https://github.com/gl-lei/algorithm/commits/master/
Algorithm	https://github.com/gl-lei/algorithm/tree/master/Algorithm
Algorithm	https://github.com/gl-lei/algorithm/tree/master/Algorithm
Array	https://github.com/gl-lei/algorithm/tree/master/Array
Array	https://github.com/gl-lei/algorithm/tree/master/Array
Backtrack	https://github.com/gl-lei/algorithm/tree/master/Backtrack
Backtrack	https://github.com/gl-lei/algorithm/tree/master/Backtrack
BinarySearch	https://github.com/gl-lei/algorithm/tree/master/BinarySearch
BinarySearch	https://github.com/gl-lei/algorithm/tree/master/BinarySearch
BinaryTree	https://github.com/gl-lei/algorithm/tree/master/BinaryTree
BinaryTree	https://github.com/gl-lei/algorithm/tree/master/BinaryTree
DivideAndConquer	https://github.com/gl-lei/algorithm/tree/master/DivideAndConquer
DivideAndConquer	https://github.com/gl-lei/algorithm/tree/master/DivideAndConquer
DynamicProgramming	https://github.com/gl-lei/algorithm/tree/master/DynamicProgramming
DynamicProgramming	https://github.com/gl-lei/algorithm/tree/master/DynamicProgramming
Graph	https://github.com/gl-lei/algorithm/tree/master/Graph
Graph	https://github.com/gl-lei/algorithm/tree/master/Graph
Greedy	https://github.com/gl-lei/algorithm/tree/master/Greedy
Greedy	https://github.com/gl-lei/algorithm/tree/master/Greedy
HashTable	https://github.com/gl-lei/algorithm/tree/master/HashTable
HashTable	https://github.com/gl-lei/algorithm/tree/master/HashTable
Heap	https://github.com/gl-lei/algorithm/tree/master/Heap
Heap	https://github.com/gl-lei/algorithm/tree/master/Heap
Images	https://github.com/gl-lei/algorithm/tree/master/Images
Images	https://github.com/gl-lei/algorithm/tree/master/Images
LeetCode	https://github.com/gl-lei/algorithm/tree/master/LeetCode
LeetCode	https://github.com/gl-lei/algorithm/tree/master/LeetCode
LinkedList	https://github.com/gl-lei/algorithm/tree/master/LinkedList
LinkedList	https://github.com/gl-lei/algorithm/tree/master/LinkedList
Queue	https://github.com/gl-lei/algorithm/tree/master/Queue
Queue	https://github.com/gl-lei/algorithm/tree/master/Queue
Recursion	https://github.com/gl-lei/algorithm/tree/master/Recursion
Recursion	https://github.com/gl-lei/algorithm/tree/master/Recursion
SkipList	https://github.com/gl-lei/algorithm/tree/master/SkipList
SkipList	https://github.com/gl-lei/algorithm/tree/master/SkipList
Sort	https://github.com/gl-lei/algorithm/tree/master/Sort
Sort	https://github.com/gl-lei/algorithm/tree/master/Sort
Stack	https://github.com/gl-lei/algorithm/tree/master/Stack
Stack	https://github.com/gl-lei/algorithm/tree/master/Stack
String	https://github.com/gl-lei/algorithm/tree/master/String
String	https://github.com/gl-lei/algorithm/tree/master/String
.gitignore	https://github.com/gl-lei/algorithm/blob/master/.gitignore
.gitignore	https://github.com/gl-lei/algorithm/blob/master/.gitignore
LICENSE	https://github.com/gl-lei/algorithm/blob/master/LICENSE
LICENSE	https://github.com/gl-lei/algorithm/blob/master/LICENSE
README.md	https://github.com/gl-lei/algorithm/blob/master/README.md
README.md	https://github.com/gl-lei/algorithm/blob/master/README.md
README	https://github.com/gl-lei/algorithm
MIT license	https://github.com/gl-lei/algorithm
	https://github.com/gl-lei/algorithm#algorithm
https://github.com/wangzheng0822/algo	https://github.com/wangzheng0822/algo
	https://github.com/gl-lei/algorithm#使用-swift-语言实现数据结构与算法之美专栏代码-在原有基础上扩增了一些内容原始代码-httpsgithubcomwangzheng0822algo
	https://github.com/gl-lei/algorithm#一目录结构
Algorithm	https://github.com/gl-lei/algorithm/blob/master/Algorithm
	https://github.com/gl-lei/algorithm#源代码在第一级目录所对应的文件夹下测试工程以及测试代码在-algorithm-目录下可以直接使用-xcode-打开工程文件-algorithmxcodeproj选择对应的-target-运行测试代码
	https://github.com/gl-lei/algorithm/blob/master/Images/example.jpg
	https://github.com/gl-lei/algorithm#二数据结构内容
	https://github.com/gl-lei/algorithm/blob/master/Images/algostudyroute.jpg
	https://github.com/gl-lei/algorithm#数组
实现一个支持动态扩容的数组	https://github.com/gl-lei/algorithm/blob/master/Array/Set.swift
实现一个大小固定的有序数组，支持动态增删改操作	https://github.com/gl-lei/algorithm/blob/master/Array/Array.swift
实现两个有序数组合并为一个有序数组	https://github.com/gl-lei/algorithm/blob/master/Array/MergeTwoSortedArray.swift
	https://github.com/gl-lei/algorithm#链表
单链表	https://github.com/gl-lei/algorithm/blob/master/LinkedList/SinglyLinkedList.swift
循环链表	https://github.com/gl-lei/algorithm/blob/master/LinkedList/LoopLinkedList.swift
双向链表	https://github.com/gl-lei/algorithm/blob/master/LinkedList/DoublyLinkedList.swift
实现单链表反转	https://github.com/gl-lei/algorithm/blob/master/LinkedList/SinglyLinkedList.swift
实现两个有序的链表合并为一个有序链表	https://github.com/gl-lei/algorithm/blob/master/LinkedList/LinkedListFunc.swift
实现求链表的中间结点	https://github.com/gl-lei/algorithm/blob/master/LinkedList/SinglyLinkedList.swift
实现求链表的倒数第K个结点（快慢指针）	https://github.com/gl-lei/algorithm/blob/master/LinkedList/SinglyLinkedList.swift
判断链表是否有环	https://github.com/gl-lei/algorithm/blob/master/LinkedList/LinkedListFunc.swift
链表有环的话，求链表环的入口位置	https://github.com/gl-lei/algorithm/blob/master/LinkedList/LinkedListFunc.swift
	https://github.com/gl-lei/algorithm#栈
用数组实现一个顺序栈	https://github.com/gl-lei/algorithm/blob/master/Stack/ArrayStack.swift
用链表实现一个链式栈	https://github.com/gl-lei/algorithm/blob/master/Stack/LinkedListStack.swift
编程模拟实现一个浏览器的前进、后退功能	https://github.com/gl-lei/algorithm/blob/master/Stack/Browser.swift
	https://github.com/gl-lei/algorithm#队列
用数组实现一个顺序队列	https://github.com/gl-lei/algorithm/blob/master/Queue/ArrayQueue.swift
用链表实现一个链式队列	https://github.com/gl-lei/algorithm/blob/master/Queue/LinkedListQueue.swift
实现一个循环队列	https://github.com/gl-lei/algorithm/blob/master/Queue/LoopQueue.swift
	https://github.com/gl-lei/algorithm#递归
编程实现斐波那契数列求值 f(n) = f(n-1) + f(n-2)	https://github.com/gl-lei/algorithm/blob/master/Recursion/RecursionFunc.swift
编程实现求阶乘 n!	https://github.com/gl-lei/algorithm/blob/master/Recursion/RecursionFunc.swift
编程实现一组数据集合的全排列	https://github.com/gl-lei/algorithm/blob/master/Recursion/RecursionFunc.swift
台阶总共多少走法问题	https://github.com/gl-lei/algorithm/blob/master/Recursion/RecursionFunc.swift
递归常见问题	https://github.com/gl-lei/algorithm/blob/master/Recursion/RecursionFunc.swift
	https://github.com/gl-lei/algorithm#排序算法
冒泡排序、插入排序、希尔排序、选择排序	https://github.com/gl-lei/algorithm/blob/master/Sort/BubbleInsertionSelectionFunc.swift
归并排序	https://github.com/gl-lei/algorithm/blob/master/Sort/MergeSortFunc.swift
快速排序	https://github.com/gl-lei/algorithm/blob/master/Sort/QuickSort.swift
桶排序、计数排序、基数排序	https://github.com/gl-lei/algorithm/blob/master/Sort/LinearSort.swift
堆排序	https://github.com/gl-lei/algorithm/blob/master/Heap/HeapSort.swift
编程实现O(n)时间复杂度内找到一组数据的第K大元素	https://github.com/gl-lei/algorithm/blob/master/Sort/SortFunc.swift
	https://github.com/gl-lei/algorithm#二分查找
实现一个有序数组的二分查找算法	https://github.com/gl-lei/algorithm/blob/master/BinarySearch/BinarySearch.swift
实现一个数的平方根求解，要求精确到小数点后六位	https://github.com/gl-lei/algorithm/blob/master/BinarySearch/SqrtFunc.swift
实现模糊二分查找算法（比如大于等于给定值的第一个元素）	https://github.com/gl-lei/algorithm/blob/master/BinarySearch/VagueBinarySearch.swift
实现循环有序数组查找给定值	https://github.com/gl-lei/algorithm/blob/master/BinarySearch/LoopSortArrayFunc.swift
	https://github.com/gl-lei/algorithm#跳表
实现跳表	https://github.com/gl-lei/algorithm/blob/master/SkipList/SkipList.swift
	https://github.com/gl-lei/algorithm#散列表
实现一个基于链表法解决冲突问题的散列表	https://github.com/gl-lei/algorithm/blob/master/HashTable/HashTable.swift
实现一个LRU缓存淘汰算法	https://github.com/gl-lei/algorithm/blob/master/HashTable/LRUBaseHashTable.swift
	https://github.com/gl-lei/algorithm#二叉树
实现一个二叉查找树，并且支持插入、删除、查找操作	https://github.com/gl-lei/algorithm/blob/master/BinaryTree/BinarySearchTree.swift
实现查找二叉查找树中某个结点的后继、前驱结点	https://github.com/gl-lei/algorithm/blob/master/BinaryTree/BinarySearchTree.swift
实现二叉树的前、中、后序以及按层遍历	https://github.com/gl-lei/algorithm/blob/master/BinaryTree/BinaryTree.swift
	https://github.com/gl-lei/algorithm#堆
实现一个小顶堆、大顶堆、优先级队列	https://github.com/gl-lei/algorithm/blob/master/Heap/Heap.swift
实现堆排序	https://github.com/gl-lei/algorithm/blob/master/Heap/HeapSort.swift
利用优先级队列合并K个有序数组	https://github.com/gl-lei/algorithm/blob/master/Heap/MergeKSortedArray.swift
求一组动态数据集合的最大Top K	https://github.com/gl-lei/algorithm/blob/master/Heap/Heap.swift
	https://github.com/gl-lei/algorithm#图
邻接矩阵	https://github.com/gl-lei/algorithm/blob/master/Graph/MatrixGraph.swift
邻接表	https://github.com/gl-lei/algorithm/blob/master/Graph/ListGraph.swift
深度优先搜索	https://github.com/gl-lei/algorithm/blob/master/Graph/MatrixGraph.swift
广度优先搜索	https://github.com/gl-lei/algorithm/blob/master/Graph/ListGraph.swift
最小生成树	https://github.com/gl-lei/algorithm/blob/master/Graph/ListGraph.swift
Dijkstra	https://github.com/gl-lei/algorithm/blob/master/Graph/ListGraph.swift
Kahn 算法	https://github.com/gl-lei/algorithm/blob/master/Graph/TopologicalSort.swift
DFS 算法	https://github.com/gl-lei/algorithm/blob/master/Graph/TopologicalSort.swift
	https://github.com/gl-lei/algorithm#字符串
朴素的字符串匹配算法	https://github.com/gl-lei/algorithm/blob/master/String/BFRKSearch.swift
BM算法	https://github.com/gl-lei/algorithm/blob/master/String/BMSearch.swift
KMP算法	https://github.com/gl-lei/algorithm/blob/master/String/KMPSearch.swift
Trie树	https://github.com/gl-lei/algorithm/blob/master/String/Trie.swift
	https://github.com/gl-lei/algorithm#贪心算法
非负整数中，移除K个数字，让剩下的数字值最小	https://github.com/gl-lei/algorithm/blob/master/Greedy/Greedy.swift
	https://github.com/gl-lei/algorithm#分治算法
求一组数据的逆序对个数	https://github.com/gl-lei/algorithm/blob/master/DivideAndConquer/DivideAndConquer.swift
	https://github.com/gl-lei/algorithm#回溯算法
利用回溯算法求解八皇后问题	https://github.com/gl-lei/algorithm/blob/master/Backtrack/Queens.swift
利用回溯算法求解0-1背包问题	https://github.com/gl-lei/algorithm/blob/master/Backtrack/Package.swift
	https://github.com/gl-lei/algorithm#动态规划
0-1背包问题	https://github.com/gl-lei/algorithm/blob/master/DynamicProgramming/PackageDP.swift
最小路径和	https://github.com/gl-lei/algorithm/blob/master/DynamicProgramming/Chessboard.swift
编程实现莱文斯坦最短编辑距离	https://github.com/gl-lei/algorithm/blob/master/DynamicProgramming/LevenshteinDistance.swift
编程实现查找两个字符串的最长公共子序列	https://github.com/gl-lei/algorithm/blob/master/DynamicProgramming/LongestCommonSubsequence.swift
编程实现一个数据序列的最长递增子序列	https://github.com/gl-lei/algorithm/blob/master/DynamicProgramming/LongestIncreasingSubsequence.swift
	https://github.com/gl-lei/algorithm#三leetcode练习
	https://github.com/gl-lei/algorithm#数组和链表
三数之和	https://github.com/gl-lei/algorithm/blob/master/LeetCode/015-%E4%B8%89%E6%95%B0%E4%B9%8B%E5%92%8C.swift
求众数	https://github.com/gl-lei/algorithm/blob/master/LeetCode/169-%E5%A4%9A%E6%95%B0%E5%85%83%E7%B4%A0.swift
求缺失的第一个正数	https://github.com/gl-lei/algorithm/blob/master/LeetCode/041-%E7%BC%BA%E5%A4%B1%E7%9A%84%E7%AC%AC%E4%B8%80%E4%B8%AA%E6%AD%A3%E6%95%B0.swift
环形链表	https://github.com/gl-lei/algorithm/blob/master/LeetCode/141-%E7%8E%AF%E5%BD%A2%E9%93%BE%E8%A1%A8.swift
合并K个排序链表	https://github.com/gl-lei/algorithm/blob/master/LeetCode/023-%E5%90%88%E5%B9%B6K%E4%B8%AA%E5%8D%87%E5%BA%8F%E9%93%BE%E8%A1%A8.swift
	https://github.com/gl-lei/algorithm#栈队列和递归
有效的括号	https://github.com/gl-lei/algorithm/blob/master/LeetCode/020-%E6%9C%89%E6%95%88%E7%9A%84%E6%8B%AC%E5%8F%B7.swift
最长有效的括号	https://github.com/gl-lei/algorithm/blob/master/LeetCode/032-%E6%9C%80%E9%95%BF%E6%9C%89%E6%95%88%E6%8B%AC%E5%8F%B7.swift
逆波兰表达式求值	https://github.com/gl-lei/algorithm/blob/master/LeetCode/150-%E9%80%86%E6%B3%A2%E5%85%B0%E8%A1%A8%E8%BE%BE%E5%BC%8F.swift
	https://github.com/gl-lei/algorithm#排序和二分查找
	https://github.com/gl-lei/algorithm#散列表和字符串
	https://github.com/gl-lei/algorithm#二叉树和堆
	https://github.com/gl-lei/algorithm#图-1
	https://github.com/gl-lei/algorithm#贪心分治回溯和动态规划
点击	https://github.com/gl-lei/algorithm/blob/master/LeetCode/README.md
	https://github.com/gl-lei/algorithm#更多-leetcode-题解请点击
	https://github.com/gl-lei/algorithm#四学习资源
	https://github.com/gl-lei/algorithm#1-可视化工具
VisuAlgo.net	https://visualgo.net/zh
旧金山大学数据结构与算法可视化网站	https://www.cs.usfca.edu/~galles/visualization/Algorithms.html
	https://github.com/gl-lei/algorithm#2-swift-数据结构与算法
swift-algorithm-club	https://github.com/raywenderlich/swift-algorithm-club
raywenderlich	https://www.raywenderlich.com/
raywenderlich	https://www.raywenderlich.com/
SwiftAlgorithms	https://github.com/thexande/SwiftAlgorithms
swift-algorithm-club	https://github.com/raywenderlich/swift-algorithm-club
	https://github.com/gl-lei/algorithm#3-leetcode-相关
LeetCode-Swift	https://github.com/soapyigu/LeetCode-Swift
LeetCodeAnimation	https://github.com/MisterBooo/LeetCodeAnimation
LeetCode刷题指南	https://github.com/youngyangyang04/leetcode-master
	https://github.com/gl-lei/algorithm#4-其它语言数据结构与算法
数据结构与算法博客	https://www.cnblogs.com/skywang12345/p/3603935.html
algorithms	https://github.com/nibnait/algorithms/blob/master/src/main/java/algorithm_practice/README.md
《编程之法：面试与算法心得》	https://github.com/julycoding/The-Art-Of-Programming-By-July
https://github.com/wangzheng0822/algo	https://github.com/wangzheng0822/algo
swift	https://github.com/topics/swift
algorithm	https://github.com/topics/algorithm
resource	https://github.com/topics/resource
leetcode	https://github.com/topics/leetcode
Readme	https://github.com/gl-lei/algorithm#readme-ov-file
MIT license	https://github.com/gl-lei/algorithm#MIT-1-ov-file
Please reload this page	https://github.com/gl-lei/algorithm
Activity	https://github.com/gl-lei/algorithm/activity
48 forks	https://github.com/gl-lei/algorithm/forks
Report repository	https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Fgl-lei%2Falgorithm&report=gl-lei+%28user%29
Releases	https://github.com/gl-lei/algorithm/releases
Packages 0	https://github.com/users/gl-lei/packages?repo_name=algorithm
Please reload this page	https://github.com/gl-lei/algorithm
Please reload this page	https://github.com/gl-lei/algorithm
Contributors	https://github.com/gl-lei/algorithm/graphs/contributors
Please reload this page	https://github.com/gl-lei/algorithm
Swift 100.0%	https://github.com/gl-lei/algorithm/search?l=swift
	https://github.com
Terms	https://docs.github.com/site-policy/github-terms/github-terms-of-service
Privacy	https://docs.github.com/site-policy/privacy-policies/github-privacy-statement
Security	https://github.com/security
Status	https://www.githubstatus.com/
Community	https://github.community/
Docs	https://docs.github.com/
Contact	https://support.github.com?tags=dotcom-footer

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