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<!DOCTYPE html> < html class = "default" lang = "en" > < head > < meta charSet = "utf-8" / > < meta http-equiv = "x-ua-compatible" content = "IE=edge" / > < title > data-structure-typed< / title > < meta name = "description" content = "Documentation for data-structure-typed" / > < meta name = "viewport" content = "width=device-width, initial-scale=1" / > < link rel = "stylesheet" href = "assets/style.css" / > < link rel = "stylesheet" href = "assets/highlight.css" / > < script defer src = "assets/main.js" > < / script > < script async src = "assets/search.js" id = "tsd-search-script" > < / script > < / head > < body > < script > document . documentElement . dataset . theme = localStorage . getItem ( "tsd-theme" ) || "os" < / script > < header class = "tsd-page-toolbar" >
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< div class = "tsd-panel tsd-typography" > < a id = "md:data-structure-typed" class = "tsd-anchor" > < / a > < h1 > < a href = "#md:data-structure-typed" > Data Structure Typed< / a > < / h1 > < p > Data Structures of Javascript & TypeScript.< / p >
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< p > Do you envy languages like C++ with < span style = "border-radius: 5px;background-color: #0A7DBE; color: #ffffff; padding: 0 3px;" > std< / span > , Python with < span style = "border-radius: 5px;background-color: #0A7DBE; color: #ffffff; padding: 0 3px;" > collections< / span > , and Java with < span style = "border-radius: 5px;background-color: #0A7DBE; color: #ffffff; padding: 0 3px;" > java.util< / span > ? Well, no need to envy anymore! JavaScript and TypeScript now have < span style = "border-radius: 5px;background-color: #0A7DBE; color: #ffffff; padding: 0 3px;" > data-structure-typed< / span > < / p >
< p > Now you can use this library in Node.js and browser environments in CommonJS(require export.modules = ), ESModule(import export), Typescript(import export), UMD(var Queue = dataStructureTyped.Queue)< / p >
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< p > < img src = "https://img.shields.io/badge/License-MIT-blue.svg" alt = "License" >
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< img src = "https://img.shields.io/github/languages/top/zrwusa/data-structure-typed" alt = "Language" >
< img src = "https://img.shields.io/github/v/release/zrwusa/data-structure-typed" alt = "GitHub release (latest by date)" >
< img src = "https://img.shields.io/badge/branches-97.54%25-brightgreen.svg?style=flat" alt = "Branches" >
< img src = "https://aleen42.github.io/badges/src/npm.svg" alt = "npm" >
< img src = "https://aleen42.github.io/badges/src/eslint.svg" alt = "eslint" > < / p >
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< a id = "md:built-in-classic-algorithms" class = "tsd-anchor" > < / a > < h2 > < a href = "#md:built-in-classic-algorithms" > Built-in classic algorithms< / a > < / h2 > < p > DFS(Depth-First Search), DFSIterative, BFS(Breadth-First Search), morris, Bellman-Ford Algorithm, Dijkstra' s Algorithm,
Floyd-Warshall Algorithm, Tarjan' s Algorithm.< / p >
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< a id = "md:installation-and-usage" class = "tsd-anchor" > < / a > < h2 > < a href = "#md:installation-and-usage" > Installation and Usage< / a > < / h2 > < a id = "md:npm" class = "tsd-anchor" > < / a > < h3 > < a href = "#md:npm" > npm< / a > < / h3 > < pre > < code class = "language-bash" > < span class = "hl-0" > npm< / span > < span class = "hl-1" > < / span > < span class = "hl-2" > i< / span > < span class = "hl-1" > < / span > < span class = "hl-2" > data-structure-typed< / span > < span class = "hl-1" > < / span > < span class = "hl-3" > --save< / span >
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< / code > < button > Copy< / button > < / pre >
< a id = "md:yarn" class = "tsd-anchor" > < / a > < h3 > < a href = "#md:yarn" > yarn< / a > < / h3 > < pre > < code class = "language-bash" > < span class = "hl-0" > yarn< / span > < span class = "hl-1" > < / span > < span class = "hl-2" > add< / span > < span class = "hl-1" > < / span > < span class = "hl-2" > data-structure-typed< / span >
< / code > < button > Copy< / button > < / pre >
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< a id = "md:cdn" class = "tsd-anchor" > < / a > < h3 > < a href = "#md:cdn" > CDN< / a > < / h3 > < pre > < code class = "language-html" > < br / > < span class = "hl-4" > < < / span > < span class = "hl-5" > script< / span > < span class = "hl-6" > < / span > < span class = "hl-7" > src< / span > < span class = "hl-6" > =< / span > < span class = "hl-8" > ' https://cdn.jsdelivr.net/npm/data-structure-typed/umd/bundle.min.js' < / span > < span class = "hl-4" > > < /< / span > < span class = "hl-5" > script< / span > < span class = "hl-4" > > < / span >
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< / code > < button > Copy< / button > < / pre >
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< pre > < code class = "language-js" > < span class = "hl-3" > const< / span > < span class = "hl-1" > {< / span > < span class = "hl-9" > AVLTree< / span > < span class = "hl-1" > } = < / span > < span class = "hl-10" > dataStructureTyped< / span > < span class = "hl-1" > ;< / span > < br / > < span class = "hl-3" > const< / span > < span class = "hl-1" > {< / span > < br / > < span class = "hl-1" > < / span > < span class = "hl-9" > Heap< / span > < span class = "hl-1" > ,< / span > < br / > < span class = "hl-1" > < / span > < span class = "hl-9" > MinHeap< / span > < span class = "hl-1" > ,< / span > < br / > < span class = "hl-1" > < / span > < span class = "hl-9" > SinglyLinkedList< / span > < span class = "hl-1" > ,< / span > < br / > < span class = "hl-1" > < / span > < span class = "hl-9" > Stack< / span > < span class = "hl-1" > ,< / span > < br / > < span class = "hl-1" > < / span > < span class = "hl-9" > AVLTreeNode< / span > < span class = "hl-1" > ,< / span > < br / > < span class = "hl-1" > < / span > < span class = "hl-9" > BST< / span > < span class = "hl-1" > ,< / span > < br / > < span class = "hl-1" > < / span > < span class = "hl-9" > Trie< / span > < span class = "hl-1" > ,< / span > < br / > < span class = "hl-1" > < / span > < span class = "hl-9" > DirectedGraph< / span > < span class = "hl-1" > ,< / span > < br / > < span class = "hl-1" > < / span > < span class = "hl-9" > DirectedVertex< / span > < span class = "hl-1" > ,< / span > < br / > < span class = "hl-1" > < / span > < span class = "hl-9" > TreeMultiset< / span > < br / > < span class = "hl-1" > } = < / span > < span class = "hl-10" > dataStructureTyped< / span > < span class = "hl-1" > ;< / span >
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< / code > < button > Copy< / button > < / pre >
< p > < img src = "https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/examples/videos/webp_output/binary-tree-array-to-binary-tree.webp" alt = "" >
< img src = "https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/examples/videos/webp_output/binary-tree-dfs-in-order.webp" alt = "" >
< img src = "https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/examples/videos/webp_output/avl-tree-test.webp" alt = "" >
< img src = "https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/examples/videos/webp_output/tree-multiset-test.webp" alt = "" >
< img src = "https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/examples/videos/webp_output/matrix-cut-off-tree-for-golf.webp" alt = "" >
< img src = "https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/examples/videos/webp_output/directed-graph-test.webp" alt = "" >
< img src = "https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/examples/videos/webp_output/map-graph-test.webp" alt = "" > < / p >
< a id = "md:api-docs-amp-examples" class = "tsd-anchor" > < / a > < h2 > < a href = "#md:api-docs-amp-examples" > API docs & Examples< / a > < / h2 > < p > < a href = "https://data-structure-typed-docs.vercel.app" > API Docs< / a > < / p >
< p > < a href = "https://vivid-algorithm.vercel.app" > Live Examples< / a > < / p >
< p > < a href = "https://github.com/zrwusa/vivid-algorithm" target = "_blank" > Examples Repository< / a > < / p >
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< a id = "md:code-snippet" class = "tsd-anchor" > < / a > < h2 > < a href = "#md:code-snippet" > Code Snippet< / a > < / h2 > < a id = "md:binary-search-tree-bst-snippet" class = "tsd-anchor" > < / a > < h3 > < a href = "#md:binary-search-tree-bst-snippet" > Binary Search Tree (BST) snippet< / a > < / h3 > < a id = "md:ts" class = "tsd-anchor" > < / a > < h4 > < a href = "#md:ts" > TS< / a > < / h4 > < pre > < code class = "language-ts" > < span class = "hl-11" > import< / span > < span class = "hl-1" > {< / span > < span class = "hl-10" > BST< / span > < span class = "hl-1" > , < / span > < span class = "hl-10" > BSTNode< / span > < span class = "hl-1" > } < / span > < span class = "hl-11" > from< / span > < span class = "hl-1" > < / span > < span class = "hl-2" > ' data-structure-typed' < / span > < span class = "hl-1" > ;< / span > < br / > < br / > < span class = "hl-3" > const< / span > < span class = "hl-1" > < / span > < span class = "hl-9" > bst< / span > < span class = "hl-1" > = < / span > < span class = "hl-3" > new< / span > < span class = "hl-1" > < / span > < span class = "hl-0" > BST< / span > < span class = "hl-1" > ();< / span > < br / > < span class = "hl-10" > bst< / span > < span class = "hl-1" > .< / span > < span class = "hl-0" > add< / span > < span class = "hl-1" > (< / span > < span class = "hl-12" > 11< / span > < span class = "hl-1" > );< / span > < br / > < span class = "hl-10" > bst< / span > < span class = "hl-1" > .< / span > < span class = "hl-0" > add< / span > < span class = "hl-1" > (< / span > < span class = "hl-12" > 3< / span > < span class = "hl-1" > );< / span > < br / > < span class = "hl-10" > bst< / span > < span class = "hl-1" > .< / span > < span class = "hl-0" > addMany< / span > < span class = "hl-1" > ([< / span > < span class = "hl-12" > 15< / span > < span class = "hl-1" > , < / span > < span class = "hl-12" > 1< / span > < span class = "hl-1" > , < / span > < span class = "hl-12" > 8< / span > < span class = "hl-1" > , < / span > < span class = "hl-12" > 13< / span > < span class = "hl-1" > , < / span > < span class = "hl-12" > 16< / span > < span class = "hl-1" > , < / span > < span class = "hl-12" > 2< / span > < span class = "hl-1" > , < / span > < span class = "hl-12" > 6< / span > < span class = "hl-1" > , < / span > < span class = "hl-12" > 9< / span > < span class = "hl-1" > , < / span > < span class = "hl-12" > 12< / span > < span class = "hl-1" > , < / span > < span class = "hl-12" > 14< / span > < span class = "hl-1" > , < / span > < span class = "hl-12" > 4< / span > < span class = "hl-1" > , < / span > < span class = "hl-12" > 7< / span > < span class = "hl-1" > , < / span > < span class = "hl-12" > 10< / span > < span class = "hl-1" > , < / span > < span class = "hl-12" > 5< / span > < span class = "hl-1" > ]);< / span > < br / > < span class = "hl-10" > bst< / span > < span class = "hl-1" > .< / span > < span class = "hl-10" > size< / span > < span class = "hl-1" > === < / span > < span class = "hl-12" > 16< / span > < span class = "hl-1" > ; < / span > < span class = "hl-13" > // true< / span > < br / > < span class = "hl-10" > bst< / span > < span class = "hl-1" > .< / span > < span class = "hl-0" > has< / span > < span class = "hl-1" > (< / span > < span class = "hl-12" > 6< / span > < span class = "hl-1" > ); < / span > < span class = "hl-13" > // true< / span > < br / > < span class = "hl-3" > const< / span > < span class = "hl-1" > < / span > < span class = "hl-9" > node6< / span > < span class = "hl-1" > = < / span > < span class = "hl-10" > bst< / span > < span class = "hl-1" > .< / span > < span class = "hl-0" > get< / span > < span class = "hl-1" > (< / span > < span class = "hl-12" > 6< / span > < span class = "hl-1" > ); < / span > < span class = "hl-13" > // BSTNode< / span > < br / > < span class = "hl-10" > bst< / span > < span class = "hl-1" > .< / span > < span class = "hl-0" > getHeight< / span > < span class = "hl-1" > (< / span > < span class = "hl-12" > 6< / span > < span class = "hl-1" > ) === < / span > < span class = "hl-12" > 2< / span > < span class = "hl-1" > ; < / span > < span class = "hl-13" > // true< / span > < br / > < span class = "hl-10" > bst< / span > < span class = "hl-1" > .< / span > < span class = "hl-0" > getHeight< / span > < span class = "hl-1" > () === < / span > < span class = "hl-12" > 5< / span > < span class = "hl-1" > ; < / span > < span class = "hl-13" > // true< / span > < br / > < span class = "hl-10" > bst< / span > < span class = "hl-1" > .< / span > < span class = "hl-0" > getDepth< / span > < span class = "hl-1" > (< / span > < span class = "hl-12" > 6< / span > < span class = "hl-1" > ) === < / span > < span class = "hl-12" > 3< / span > < span class = "hl-1" > ; < / span > < span class = "hl-13" > // true< / span > < br / > < br / > < span class = "hl-10" > bst< / span > < span class = "hl-1" > .< / span > < span class = "hl-0" > getLeftMost< / span > < span class = "hl-1" > ()?.< / span > < span class = "hl-10" > id< / span > < span class = "hl-1" > === < / span > < span class = "hl-12" > 1< / span > < span class = "hl-1" > ; < / span > < span class = "hl-13" > // true< / span > < br / > < br / > < span class = "hl-10" > bst< / span > <
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< / code > < button > Copy< / button > < / pre >
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< a id = "md:js" class = "tsd-anchor" > < / a > < h4 > < a href = "#md:js" > JS< / a > < / h4 > < pre > < code class = "language-js" > < span class = "hl-3" > const< / span > < span class = "hl-1" > {< / span > < span class = "hl-9" > BST< / span > < span class = "hl-1" > , < / span > < span class = "hl-9" > BSTNode< / span > < span class = "hl-1" > } = < / span > < span class = "hl-0" > require< / span > < span class = "hl-1" > (< / span > < span class = "hl-2" > ' data-structure-typed' < / span > < span class = "hl-1" > );< / span > < br / > < br / > < span class = "hl-3" > const< / span > < span class = "hl-1" > < / span > < span class = "hl-9" > bst< / span > < span class = "hl-1" > = < / span > < span class = "hl-3" > new< / span > < span class = "hl-1" > < / span > < span class = "hl-0" > BST< / span > < span class = "hl-1" > ();< / span > < br / > < span class = "hl-10" > bst< / span > < span class = "hl-1" > .< / span > < span class = "hl-0" > add< / span > < span class = "hl-1" > (< / span > < span class = "hl-12" > 11< / span > < span class = "hl-1" > );< / span > < br / > < span class = "hl-10" > bst< / span > < span class = "hl-1" > .< / span > < span class = "hl-0" > add< / span > < span class = "hl-1" > (< / span > < span class = "hl-12" > 3< / span > < span class = "hl-1" > );< / span > < br / > < span class = "hl-10" > bst< / span > < span class = "hl-1" > .< / span > < span class = "hl-0" > addMany< / span > < span class = "hl-1" > ([< / span > < span class = "hl-12" > 15< / span > < span class = "hl-1" > , < / span > < span class = "hl-12" > 1< / span > < span class = "hl-1" > , < / span > < span class = "hl-12" > 8< / span > < span class = "hl-1" > , < / span > < span class = "hl-12" > 13< / span > < span class = "hl-1" > , < / span > < span class = "hl-12" > 16< / span > < span class = "hl-1" > , < / span > < span class = "hl-12" > 2< / span > < span class = "hl-1" > , < / span > < span class = "hl-12" > 6< / span > < span class = "hl-1" > , < / span > < span class = "hl-12" > 9< / span > < span class = "hl-1" > , < / span > < span class = "hl-12" > 12< / span > < span class = "hl-1" > , < / span > < span class = "hl-12" > 14< / span > < span class = "hl-1" > , < / span > < span class = "hl-12" > 4< / span > < span class = "hl-1" > , < / span > < span class = "hl-12" > 7< / span > < span class = "hl-1" > , < / span > < span class = "hl-12" > 10< / span > < span class = "hl-1" > , < / span > < span class = "hl-12" > 5< / span > < span class = "hl-1" > ]);< / span > < br / > < span class = "hl-10" > bst< / span > < span class = "hl-1" > .< / span > < span class = "hl-10" > size< / span > < span class = "hl-1" > === < / span > < span class = "hl-12" > 16< / span > < span class = "hl-1" > ; < / span > < span class = "hl-13" > // true< / span > < br / > < span class = "hl-10" > bst< / span > < span class = "hl-1" > .< / span > < span class = "hl-0" > has< / span > < span class = "hl-1" > (< / span > < span class = "hl-12" > 6< / span > < span class = "hl-1" > ); < / span > < span class = "hl-13" > // true< / span > < br / > < span class = "hl-3" > const< / span > < span class = "hl-1" > < / span > < span class = "hl-9" > node6< / span > < span class = "hl-1" > = < / span > < span class = "hl-10" > bst< / span > < span class = "hl-1" > .< / span > < span class = "hl-0" > get< / span > < span class = "hl-1" > (< / span > < span class = "hl-12" > 6< / span > < span class = "hl-1" > );< / span > < br / > < span class = "hl-10" > bst< / span > < span class = "hl-1" > .< / span > < span class = "hl-0" > getHeight< / span > < span class = "hl-1" > (< / span > < span class = "hl-12" > 6< / span > < span class = "hl-1" > ) === < / span > < span class = "hl-12" > 2< / span > < span class = "hl-1" > ; < / span > < span class = "hl-13" > // true< / span > < br / > < span class = "hl-10" > bst< / span > < span class = "hl-1" > .< / span > < span class = "hl-0" > getHeight< / span > < span class = "hl-1" > () === < / span > < span class = "hl-12" > 5< / span > < span class = "hl-1" > ; < / span > < span class = "hl-13" > // true< / span > < br / > < span class = "hl-10" > bst< / span > < span class = "hl-1" > .< / span > < span class = "hl-0" > getDepth< / span > < span class = "hl-1" > (< / span > < span class = "hl-12" > 6< / span > < span class = "hl-1" > ) === < / span > < span class = "hl-12" > 3< / span > < span class = "hl-1" > ; < / span > < span class = "hl-13" > // true< / span > < br / > < span class = "hl-3" > const< / span > < span class = "hl-1" > < / span > < span class = "hl-9" > leftMost< / span > < span class = "hl-1" > = < / span > < span class = "hl-10" > bst< / span > < span class = "hl-1" > .< / span > < span class = "hl-0" > getLeftMost< / span > < span class = "hl-1" > ();< / span > < br / > < span class = "hl-10" > leftMost< / span > < span class = "hl-1" > ?.< / span > < span class = "hl-10" > id< / span > < span class = "hl-1" > === < / span > < span class = "hl-12" > 1< / span > < span class = "hl-1" > ; < / span > < span class = "hl-13" > // true< / span > < br / > < span class = "hl-0" > expect< / span > < span class = "hl-1" > (< / span > < span class = "hl-10" > leftMost< / span > < span class = "hl-1" > ?.< / span > < span class = "hl-10" > id< / span > < span class = "hl-1" > ).< / span > < span clas
2023-09-21 06:40:39 +00:00
< / code > < button > Copy< / button > < / pre >
2023-09-24 13:31:09 +00:00
< a id = "md:avltree-snippet" class = "tsd-anchor" > < / a > < h3 > < a href = "#md:avltree-snippet" > AVLTree snippet< / a > < / h3 > < a id = "md:ts-1" class = "tsd-anchor" > < / a > < h4 > < a href = "#md:ts-1" > TS< / a > < / h4 > < pre > < code class = "language-ts" > < span class = "hl-11" > import< / span > < span class = "hl-1" > {< / span > < span class = "hl-10" > AVLTree< / span > < span class = "hl-1" > } < / span > < span class = "hl-11" > from< / span > < span class = "hl-1" > < / span > < span class = "hl-2" > ' data-structure-typed' < / span > < span class = "hl-1" > ;< / span > < br / > < br / > < span class = "hl-3" > const< / span > < span class = "hl-1" > < / span > < span class = "hl-9" > avlTree< / span > < span class = "hl-1" > = < / span > < span class = "hl-3" > new< / span > < span class = "hl-1" > < / span > < span class = "hl-0" > AVLTree< / span > < span class = "hl-1" > ();< / span > < br / > < span class = "hl-10" > avlTree< / span > < span class = "hl-1" > .< / span > < span class = "hl-0" > addMany< / span > < span class = "hl-1" > ([< / span > < span class = "hl-12" > 11< / span > < span class = "hl-1" > , < / span > < span class = "hl-12" > 3< / span > < span class = "hl-1" > , < / span > < span class = "hl-12" > 15< / span > < span class = "hl-1" > , < / span > < span class = "hl-12" > 1< / span > < span class = "hl-1" > , < / span > < span class = "hl-12" > 8< / span > < span class = "hl-1" > , < / span > < span class = "hl-12" > 13< / span > < span class = "hl-1" > , < / span > < span class = "hl-12" > 16< / span > < span class = "hl-1" > , < / span > < span class = "hl-12" > 2< / span > < span class = "hl-1" > , < / span > < span class = "hl-12" > 6< / span > < span class = "hl-1" > , < / span > < span class = "hl-12" > 9< / span > < span class = "hl-1" > , < / span > < span class = "hl-12" > 12< / span > < span class = "hl-1" > , < / span > < span class = "hl-12" > 14< / span > < span class = "hl-1" > , < / span > < span class = "hl-12" > 4< / span > < span class = "hl-1" > , < / span > < span class = "hl-12" > 7< / span > < span class = "hl-1" > , < / span > < span class = "hl-12" > 10< / span > < span class = "hl-1" > , < / span > < span class = "hl-12" > 5< / span > < span class = "hl-1" > ])< / span > < br / > < span class = "hl-10" > avlTree< / span > < span class = "hl-1" > .< / span > < span class = "hl-0" > isAVLBalanced< / span > < span class = "hl-1" > (); < / span > < span class = "hl-13" > // true< / span > < br / > < span class = "hl-10" > avlTree< / span > < span class = "hl-1" > .< / span > < span class = "hl-0" > remove< / span > < span class = "hl-1" > (< / span > < span class = "hl-12" > 10< / span > < span class = "hl-1" > );< / span > < br / > < span class = "hl-10" > avlTree< / span > < span class = "hl-1" > .< / span > < span class = "hl-0" > isAVLBalanced< / span > < span class = "hl-1" > (); < / span > < span class = "hl-13" > // true< / span >
2023-09-21 16:53:34 +00:00
< / code > < button > Copy< / button > < / pre >
2023-09-24 13:31:09 +00:00
< a id = "md:js-1" class = "tsd-anchor" > < / a > < h4 > < a href = "#md:js-1" > JS< / a > < / h4 > < pre > < code class = "language-js" > < span class = "hl-3" > const< / span > < span class = "hl-1" > {< / span > < span class = "hl-9" > AVLTree< / span > < span class = "hl-1" > } = < / span > < span class = "hl-0" > require< / span > < span class = "hl-1" > (< / span > < span class = "hl-2" > ' data-structure-typed' < / span > < span class = "hl-1" > );< / span > < br / > < br / > < span class = "hl-3" > const< / span > < span class = "hl-1" > < / span > < span class = "hl-9" > avlTree< / span > < span class = "hl-1" > = < / span > < span class = "hl-3" > new< / span > < span class = "hl-1" > < / span > < span class = "hl-0" > AVLTree< / span > < span class = "hl-1" > ();< / span > < br / > < span class = "hl-10" > avlTree< / span > < span class = "hl-1" > .< / span > < span class = "hl-0" > addMany< / span > < span class = "hl-1" > ([< / span > < span class = "hl-12" > 11< / span > < span class = "hl-1" > , < / span > < span class = "hl-12" > 3< / span > < span class = "hl-1" > , < / span > < span class = "hl-12" > 15< / span > < span class = "hl-1" > , < / span > < span class = "hl-12" > 1< / span > < span class = "hl-1" > , < / span > < span class = "hl-12" > 8< / span > < span class = "hl-1" > , < / span > < span class = "hl-12" > 13< / span > < span class = "hl-1" > , < / span > < span class = "hl-12" > 16< / span > < span class = "hl-1" > , < / span > < span class = "hl-12" > 2< / span > < span class = "hl-1" > , < / span > < span class = "hl-12" > 6< / span > < span class = "hl-1" > , < / span > < span class = "hl-12" > 9< / span > < span class = "hl-1" > , < / span > < span class = "hl-12" > 12< / span > < span class = "hl-1" > , < / span > < span class = "hl-12" > 14< / span > < span class = "hl-1" > , < / span > < span class = "hl-12" > 4< / span > < span class = "hl-1" > , < / span > < span class = "hl-12" > 7< / span > < span class = "hl-1" > , < / span > < span class = "hl-12" > 10< / span > < span class = "hl-1" > , < / span > < span class = "hl-12" > 5< / span > < span class = "hl-1" > ])< / span > < br / > < span class = "hl-10" > avlTree< / span > < span class = "hl-1" > .< / span > < span class = "hl-0" > isAVLBalanced< / span > < span class = "hl-1" > (); < / span > < span class = "hl-13" > // true< / span > < br / > < span class = "hl-10" > avlTree< / span > < span class = "hl-1" > .< / span > < span class = "hl-0" > remove< / span > < span class = "hl-1" > (< / span > < span class = "hl-12" > 10< / span > < span class = "hl-1" > );< / span > < br / > < span class = "hl-10" > avlTree< / span > < span class = "hl-1" > .< / span > < span class = "hl-0" > isAVLBalanced< / span > < span class = "hl-1" > (); < / span > < span class = "hl-13" > // true< / span >
2023-09-21 16:53:34 +00:00
< / code > < button > Copy< / button > < / pre >
2023-09-24 13:31:09 +00:00
< a id = "md:directed-graph-simple-snippet" class = "tsd-anchor" > < / a > < h3 > < a href = "#md:directed-graph-simple-snippet" > Directed Graph simple snippet< / a > < / h3 > < a id = "md:ts-or-js" class = "tsd-anchor" > < / a > < h4 > < a href = "#md:ts-or-js" > TS or JS< / a > < / h4 > < pre > < code class = "language-ts" > < span class = "hl-11" > import< / span > < span class = "hl-1" > {< / span > < span class = "hl-10" > DirectedGraph< / span > < span class = "hl-1" > } < / span > < span class = "hl-11" > from< / span > < span class = "hl-1" > < / span > < span class = "hl-2" > ' data-structure-typed' < / span > < span class = "hl-1" > ;< / span > < br / > < br / > < span class = "hl-3" > const< / span > < span class = "hl-1" > < / span > < span class = "hl-9" > graph< / span > < span class = "hl-1" > = < / span > < span class = "hl-3" > new< / span > < span class = "hl-1" > < / span > < span class = "hl-0" > DirectedGraph< / span > < span class = "hl-1" > ();< / span > < br / > < br / > < span class = "hl-10" > graph< / span > < span class = "hl-1" > .< / span > < span class = "hl-0" > addVertex< / span > < span class = "hl-1" > (< / span > < span class = "hl-2" > ' A' < / span > < span class = "hl-1" > );< / span > < br / > < span class = "hl-10" > graph< / span > < span class = "hl-1" > .< / span > < span class = "hl-0" > addVertex< / span > < span class = "hl-1" > (< / span > < span class = "hl-2" > ' B' < / span > < span class = "hl-1" > );< / span > < br / > < br / > < span class = "hl-10" > graph< / span > < span class = "hl-1" > .< / span > < span class = "hl-0" > hasVertex< / span > < span class = "hl-1" > (< / span > < span class = "hl-2" > ' A' < / span > < span class = "hl-1" > ); < / span > < span class = "hl-13" > // true< / span > < br / > < span class = "hl-10" > graph< / span > < span class = "hl-1" > .< / span > < span class = "hl-0" > hasVertex< / span > < span class = "hl-1" > (< / span > < span class = "hl-2" > ' B' < / span > < span class = "hl-1" > ); < / span > < span class = "hl-13" > // true< / span > < br / > < span class = "hl-10" > graph< / span > < span class = "hl-1" > .< / span > < span class = "hl-0" > hasVertex< / span > < span class = "hl-1" > (< / span > < span class = "hl-2" > ' C' < / span > < span class = "hl-1" > ); < / span > < span class = "hl-13" > // false< / span > < br / > < br / > < span class = "hl-10" > graph< / span > < span class = "hl-1" > .< / span > < span class = "hl-0" > addEdge< / span > < span class = "hl-1" > (< / span > < span class = "hl-2" > ' A' < / span > < span class = "hl-1" > , < / span > < span class = "hl-2" > ' B' < / span > < span class = "hl-1" > );< / span > < br / > < span class = "hl-10" > graph< / span > < span class = "hl-1" > .< / span > < span class = "hl-0" > hasEdge< / span > < span class = "hl-1" > (< / span > < span class = "hl-2" > ' A' < / span > < span class = "hl-1" > , < / span > < span class = "hl-2" > ' B' < / span > < span class = "hl-1" > ); < / span > < span class = "hl-13" > // true< / span > < br / > < span class = "hl-10" > graph< / span > < span class = "hl-1" > .< / span > < span class = "hl-0" > hasEdge< / span > < span class = "hl-1" > (< / span > < span class = "hl-2" > ' B' < / span > < span class = "hl-1" > , < / span > < span class = "hl-2" > ' A' < / span > < span class = "hl-1" > ); < / span > < span class = "hl-13" > // false< / span > < br / > < br / > < span class = "hl-10" > graph< / span > < span class = "hl-1" > .< / span > < span class = "hl-0" > removeEdgeSrcToDest< / span > < span class = "hl-1" > (< / span > < span class = "hl-2" > ' A' < / span > < span class = "hl-1" > , < / span > < span class = "hl-2" > ' B' < / span > < span class = "hl-1" > );< / span > < br / > < span class = "hl-10" > graph< / span > < span class = "hl-1" > .< / span > < span class = "hl-0" > hasEdge< / span > < span class = "hl-1" > (< / span > < span class = "hl-2" > ' A' < / span > < span class = "hl-1" > , < / span > < span class = "hl-2" > ' B' < / span > < span class = "hl-1" > ); < / span > < span class = "hl-13" > // false< / span > < br / > < br / > < span class = "hl-10" > graph< / span > < span class = "hl-1" > .< / span > < span class = "hl-0" > addVertex< / span > < span class = "hl-1" > (< / span > < span class = "hl-2" > ' C' < / span > < span class = "hl-1" > );< / span > < br / > < br / > < span class = "hl-10" > graph< / span > < span class = "hl-1" > .< / span > < span class = "hl-0" > addEdge< / span > < span class = "hl-1" > (< / span > < span class = "hl-2" > ' A' < / span > < span class = "hl-1" > , < / span > < span class = "hl-2" > ' B' < / span > < span class = "hl-1" > );< / span > < br / > < span class = "hl-10" > graph< / span > < span class = "hl-1" > .< / span > < span class = "hl-0" > addEdge< / span > < span class = "hl-1" > (< / span > < span class = "hl-2" > ' B' < / span > < span class = "hl-1" > , < / span > < span class = "hl-2" > ' C' < / span > < span class = "hl-1" > );< / span > < br / > < br / > < span class = "hl-3" > const< / span > < span class = "hl-1" > < / span > < span class = "hl-9" > topologicalO
2023-09-21 06:40:39 +00:00
< / code > < button > Copy< / button > < / pre >
2023-09-24 13:31:09 +00:00
< a id = "md:undirected-graph-snippet" class = "tsd-anchor" > < / a > < h3 > < a href = "#md:undirected-graph-snippet" > Undirected Graph snippet< / a > < / h3 > < a id = "md:ts-or-js-1" class = "tsd-anchor" > < / a > < h4 > < a href = "#md:ts-or-js-1" > TS or JS< / a > < / h4 > < pre > < code class = "language-ts" > < span class = "hl-11" > import< / span > < span class = "hl-1" > {< / span > < span class = "hl-10" > UndirectedGraph< / span > < span class = "hl-1" > } < / span > < span class = "hl-11" > from< / span > < span class = "hl-1" > < / span > < span class = "hl-2" > ' data-structure-typed' < / span > < span class = "hl-1" > ;< / span > < br / > < br / > < span class = "hl-3" > const< / span > < span class = "hl-1" > < / span > < span class = "hl-9" > graph< / span > < span class = "hl-1" > = < / span > < span class = "hl-3" > new< / span > < span class = "hl-1" > < / span > < span class = "hl-0" > UndirectedGraph< / span > < span class = "hl-1" > ();< / span > < br / > < span class = "hl-10" > graph< / span > < span class = "hl-1" > .< / span > < span class = "hl-0" > addVertex< / span > < span class = "hl-1" > (< / span > < span class = "hl-2" > ' A' < / span > < span class = "hl-1" > );< / span > < br / > < span class = "hl-10" > graph< / span > < span class = "hl-1" > .< / span > < span class = "hl-0" > addVertex< / span > < span class = "hl-1" > (< / span > < span class = "hl-2" > ' B' < / span > < span class = "hl-1" > );< / span > < br / > < span class = "hl-10" > graph< / span > < span class = "hl-1" > .< / span > < span class = "hl-0" > addVertex< / span > < span class = "hl-1" > (< / span > < span class = "hl-2" > ' C' < / span > < span class = "hl-1" > );< / span > < br / > < span class = "hl-10" > graph< / span > < span class = "hl-1" > .< / span > < span class = "hl-0" > addVertex< / span > < span class = "hl-1" > (< / span > < span class = "hl-2" > ' D' < / span > < span class = "hl-1" > );< / span > < br / > < span class = "hl-10" > graph< / span > < span class = "hl-1" > .< / span > < span class = "hl-0" > removeVertex< / span > < span class = "hl-1" > (< / span > < span class = "hl-2" > ' C' < / span > < span class = "hl-1" > );< / span > < br / > < span class = "hl-10" > graph< / span > < span class = "hl-1" > .< / span > < span class = "hl-0" > addEdge< / span > < span class = "hl-1" > (< / span > < span class = "hl-2" > ' A' < / span > < span class = "hl-1" > , < / span > < span class = "hl-2" > ' B' < / span > < span class = "hl-1" > );< / span > < br / > < span class = "hl-10" > graph< / span > < span class = "hl-1" > .< / span > < span class = "hl-0" > addEdge< / span > < span class = "hl-1" > (< / span > < span class = "hl-2" > ' B' < / span > < span class = "hl-1" > , < / span > < span class = "hl-2" > ' D' < / span > < span class = "hl-1" > );< / span > < br / > < br / > < span class = "hl-3" > const< / span > < span class = "hl-1" > < / span > < span class = "hl-9" > dijkstraResult< / span > < span class = "hl-1" > = < / span > < span class = "hl-10" > graph< / span > < span class = "hl-1" > .< / span > < span class = "hl-0" > dijkstra< / span > < span class = "hl-1" > (< / span > < span class = "hl-2" > ' A' < / span > < span class = "hl-1" > );< / span > < br / > < span class = "hl-10" > Array< / span > < span class = "hl-1" > .< / span > < span class = "hl-0" > from< / span > < span class = "hl-1" > (< / span > < span class = "hl-10" > dijkstraResult< / span > < span class = "hl-1" > ?.< / span > < span class = "hl-10" > seen< / span > < span class = "hl-1" > ?? []).< / span > < span class = "hl-0" > map< / span > < span class = "hl-1" > (< / span > < span class = "hl-10" > vertex< / span > < span class = "hl-1" > < / span > < span class = "hl-3" > => < / span > < span class = "hl-1" > < / span > < span class = "hl-10" > vertex< / span > < span class = "hl-1" > .< / span > < span class = "hl-10" > id< / span > < span class = "hl-1" > ) < / span > < span class = "hl-13" > // [' A' , ' B' , ' D' ]< / span >
2023-09-21 06:40:39 +00:00
< / code > < button > Copy< / button > < / pre >
< a id = "md:data-structures" class = "tsd-anchor" > < / a > < h2 > < a href = "#md:data-structures" > Data Structures< / a > < / h2 > < table >
< thead >
< tr >
< th > Data Structure< / th >
< th > Unit Test< / th >
< th > Performance Test< / th >
< th > API Documentation< / th >
< th > Implemented< / th >
< / tr >
< / thead >
< tbody >
< tr >
< td > Binary Tree< / td >
< td > < img src = "https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt = "" > < / td >
< td > < img src = "https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt = "" > < / td >
< td > < a href = "https://data-structure-typed-docs.vercel.app/classes/BinaryTree.html" > < span > Binary Tree< / span > < / a > < / td >
< td > < img src = "https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt = "" > < / td >
< / tr >
< tr >
< td > Binary Search Tree (BST)< / td >
< td > < img src = "https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt = "" > < / td >
< td > < img src = "https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt = "" > < / td >
< td > < a href = "https://data-structure-typed-docs.vercel.app/classes/BST.html" > < span > BST< / span > < / a > < / td >
< td > < img src = "https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt = "" > < / td >
< / tr >
< tr >
< td > AVL Tree< / td >
< td > < img src = "https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt = "" > < / td >
< td > < img src = "https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt = "" > < / td >
< td > < a href = "https://data-structure-typed-docs.vercel.app/classes/AVLTree.html" > < span > AVLTree< / span > < / a > < / td >
< td > < img src = "https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt = "" > < / td >
< / tr >
< tr >
< td > Tree Multiset< / td >
< td > < img src = "https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt = "" > < / td >
< td > < img src = "https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt = "" > < / td >
< td > < a href = "https://data-structure-typed-docs.vercel.app/classes/TreeMultiset.html" > < span > TreeMultiset< / span > < / a > < / td >
< td > < img src = "https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt = "" > < / td >
< / tr >
< tr >
< td > Segment Tree< / td >
< td > < / td >
< td > < / td >
< td > < a href = "https://data-structure-typed-docs.vercel.app/classes/SegmentTree.html" > < span > SegmentTree< / span > < / a > < / td >
< td > < img src = "https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt = "" > < / td >
< / tr >
< tr >
< td > Binary Indexed Tree< / td >
< td > < img src = "https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt = "" > < / td >
< td > < / td >
< td > < a href = "https://data-structure-typed-docs.vercel.app/classes/BinaryIndexedTree.html" > < span > BinaryIndexedTree< / span > < / a > < / td >
< td > < img src = "https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt = "" > < / td >
< / tr >
< tr >
< td > Graph< / td >
< td > < img src = "https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt = "" > < / td >
< td > < img src = "https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt = "" > < / td >
< td > < a href = "https://data-structure-typed-docs.vercel.app/classes/AbstractGraph.html" > < span > AbstractGraph< / span > < / a > < / td >
< td > < img src = "https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt = "" > < / td >
< / tr >
< tr >
< td > Directed Graph< / td >
< td > < img src = "https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt = "" > < / td >
< td > < img src = "https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt = "" > < / td >
< td > < a href = "https://data-structure-typed-docs.vercel.app/classes/DirectedGraph.html" > < span > DirectedGraph< / span > < / a > < / td >
< td > < img src = "https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt = "" > < / td >
< / tr >
< tr >
< td > Undirected Graph< / td >
< td > < img src = "https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt = "" > < / td >
< td > < img src = "https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt = "" > < / td >
< td > < a href = "https://data-structure-typed-docs.vercel.app/classes/UndirectedGraph.html" > < span > UndirectedGraph< / span > < / a > < / td >
< td > < img src = "https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt = "" > < / td >
< / tr >
< tr >
< td > Linked List< / td >
< td > < img src = "https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt = "" > < / td >
< td > < img src = "https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt = "" > < / td >
< td > < a href = "https://data-structure-typed-docs.vercel.app/classes/SinglyLinkedList.html" > < span > SinglyLinkedList< / span > < / a > < / td >
< td > < img src = "https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt = "" > < / td >
< / tr >
< tr >
< td > Singly Linked List< / td >
< td > < img src = "https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt = "" > < / td >
< td > < img src = "https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt = "" > < / td >
< td > < a href = "https://data-structure-typed-docs.vercel.app/classes/SinglyLinkedList.html" > < span > SinglyLinkedList< / span > < / a > < / td >
< td > < img src = "https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt = "" > < / td >
< / tr >
< tr >
< td > Doubly Linked List< / td >
< td > < img src = "https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt = "" > < / td >
< td > < img src = "https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt = "" > < / td >
< td > < a href = "https://data-structure-typed-docs.vercel.app/classes/DoublyLinkedList.html" > < span > DoublyLinkedList< / span > < / a > < / td >
< td > < img src = "https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt = "" > < / td >
< / tr >
< tr >
< td > Queue< / td >
< td > < img src = "https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt = "" > < / td >
< td > < img src = "https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt = "" > < / td >
< td > < a href = "https://data-structure-typed-docs.vercel.app/classes/Queue.html" > < span > Queue< / span > < / a > < / td >
< td > < img src = "https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt = "" > < / td >
< / tr >
< tr >
< td > Object Deque< / td >
< td > < img src = "https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt = "" > < / td >
< td > < img src = "https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt = "" > < / td >
< td > < a href = "https://data-structure-typed-docs.vercel.app/classes/ObjectDeque.html" > < span > ObjectDeque< / span > < / a > < / td >
< td > < img src = "https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt = "" > < / td >
< / tr >
< tr >
< td > Array Deque< / td >
< td > < img src = "https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt = "" > < / td >
< td > < img src = "https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt = "" > < / td >
< td > < a href = "https://data-structure-typed-docs.vercel.app/classes/ArrayDeque.html" > < span > ArrayDeque< / span > < / a > < / td >
< td > < img src = "https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt = "" > < / td >
< / tr >
< tr >
< td > Stack< / td >
< td > < img src = "https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt = "" > < / td >
< td > < / td >
< td > < a href = "https://data-structure-typed-docs.vercel.app/classes/Stack.html" > < span > Stack< / span > < / a > < / td >
< td > < img src = "https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt = "" > < / td >
< / tr >
< tr >
< td > Coordinate Set< / td >
< td > < / td >
< td > < / td >
< td > < a href = "https://data-structure-typed-docs.vercel.app/classes/CoordinateSet.html" > < span > CoordinateSet< / span > < / a > < / td >
< td > < img src = "https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt = "" > < / td >
< / tr >
< tr >
< td > Coordinate Map< / td >
< td > < / td >
< td > < / td >
< td > < a href = "https://data-structure-typed-docs.vercel.app/classes/CoordinateMap.html" > < span > CoordinateMap< / span > < / a > < / td >
< td > < img src = "https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt = "" > < / td >
< / tr >
< tr >
< td > Heap< / td >
< td > < img src = "https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt = "" > < / td >
< td > < img src = "https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt = "" > < / td >
< td > < a href = "https://data-structure-typed-docs.vercel.app/classes/Heap.html" > < span > Heap< / span > < / a > < / td >
< td > < img src = "https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt = "" > < / td >
< / tr >
< tr >
< td > Priority Queue< / td >
< td > < img src = "https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt = "" > < / td >
< td > < img src = "https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt = "" > < / td >
< td > < a href = "https://data-structure-typed-docs.vercel.app/classes/PriorityQueue.html" > < span > PriorityQueue< / span > < / a > < / td >
< td > < img src = "https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt = "" > < / td >
< / tr >
< tr >
< td > Max Priority Queue< / td >
< td > < img src = "https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt = "" > < / td >
< td > < img src = "https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt = "" > < / td >
< td > < a href = "https://data-structure-typed-docs.vercel.app/classes/MaxPriorityQueue.html" > < span > MaxPriorityQueue< / span > < / a > < / td >
< td > < img src = "https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt = "" > < / td >
< / tr >
< tr >
< td > Min Priority Queue< / td >
< td > < img src = "https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt = "" > < / td >
< td > < img src = "https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt = "" > < / td >
< td > < a href = "https://data-structure-typed-docs.vercel.app/classes/MinPriorityQueue.html" > < span > MinPriorityQueue< / span > < / a > < / td >
< td > < img src = "https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt = "" > < / td >
< / tr >
< tr >
< td > Trie< / td >
< td > < img src = "https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt = "" > < / td >
< td > < / td >
< td > < a href = "https://data-structure-typed-docs.vercel.app/classes/Trie.html" > < span > Trie< / span > < / a > < / td >
< td > < img src = "https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt = "" > < / td >
< / tr >
< / tbody >
< / table >
2023-09-26 11:43:45 +00:00
< a id = "md:standard-library-data-structure-comparison" class = "tsd-anchor" > < / a > < h3 > < a href = "#md:standard-library-data-structure-comparison" > Standard library data structure comparison< / a > < / h3 > < table >
< thead >
< tr >
< th > Data Structure< / th >
< th > C++ std< / th >
< th > Data Structure Typed< / th >
< th > java.util< / th >
< th > Python collections< / th >
< / tr >
< / thead >
< tbody >
< tr >
< td > Dynamic Array< / td >
< td > std::vector< T> < / td >
< td > Array< E> < / td >
< td > ArrayList< E> < / td >
< td > list< / td >
< / tr >
< tr >
< td > Linked List< / td >
< td > std::list< T> < / td >
< td > DoublyLinkedList< E> < / td >
< td > LinkedList< E> < / td >
< td > deque< / td >
< / tr >
< tr >
< td > Set< / td >
< td > std::set< T> < / td >
< td > Set< / td >
< td > HashSet< E> < / td >
< td > set< / td >
< / tr >
< tr >
< td > Map< / td >
< td > std::map< K, V> < / td >
< td > Map< / td >
< td > HashMap< K, V> < / td >
< td > dict< / td >
< / tr >
< tr >
< td > Unordered Map< / td >
< td > std::unordered_map< K, V> < / td >
< td > N/A< / td >
< td > HashMap< K, V> < / td >
< td > defaultdict< / td >
< / tr >
< tr >
< td > Unordered Set< / td >
< td > std::unordered_set< T> < / td >
< td > N/A< / td >
< td > HashSet< E> < / td >
< td > N/A< / td >
< / tr >
< tr >
< td > Queue< / td >
< td > std::queue< T> < / td >
< td > Queue< / td >
< td > Queue< E> < / td >
< td > N/A< / td >
< / tr >
< tr >
< td > Priority Queue< / td >
< td > std::priority_queue< T> < / td >
< td > PriorityQueue< / td >
< td > PriorityQueue< E> < / td >
< td > N/A< / td >
< / tr >
< tr >
< td > Stack< / td >
< td > std::stack< T> < / td >
< td > Stack< / td >
< td > Stack< E> < / td >
< td > N/A< / td >
< / tr >
< tr >
< td > Bitset< / td >
< td > std::bitset< N> < / td >
< td > N/A< / td >
< td > N/A< / td >
< td > N/A< / td >
< / tr >
< tr >
< td > Deque< / td >
< td > std::deque< T> < / td >
< td > Deque< / td >
< td > N/A< / td >
< td > N/A< / td >
< / tr >
< tr >
< td > Multiset< / td >
< td > std::multiset< T> < / td >
< td > N/A< / td >
< td > N/A< / td >
< td > N/A< / td >
< / tr >
< tr >
< td > Multimap< / td >
< td > std::multimap< K, V> < / td >
< td > N/A< / td >
< td > N/A< / td >
< td > N/A< / td >
< / tr >
< tr >
< td > Unordered Multiset< / td >
< td > std::unordered_multiset< / td >
< td > N/A< / td >
< td > Counter< / td >
< td > N/A< / td >
< / tr >
< tr >
< td > Ordered Dictionary< / td >
< td > N/A< / td >
< td > Map< / td >
< td > N/A< / td >
< td > OrderedDict< / td >
< / tr >
< tr >
< td > Double-Ended Queue (Deque)< / td >
< td > std::deque< T> < / td >
< td > Deque< / td >
< td > N/A< / td >
< td > N/A< / td >
< / tr >
< tr >
< td > Linked Hash Set< / td >
< td > N/A< / td >
< td > N/A< / td >
< td > LinkedHashSet< E> < / td >
< td > N/A< / td >
< / tr >
< tr >
< td > Linked Hash Map< / td >
< td > N/A< / td >
< td > N/A< / td >
< td > LinkedHashMap< K, V> < / td >
< td > N/A< / td >
< / tr >
< tr >
< td > Sorted Set< / td >
< td > N/A< / td >
< td > AVLTree, RBTree< / td >
< td > TreeSet< E> < / td >
< td > N/A< / td >
< / tr >
< tr >
< td > Sorted Map< / td >
< td > N/A< / td >
< td > AVLTree, RBTree< / td >
< td > TreeMap< K, V> < / td >
< td > N/A< / td >
< / tr >
< tr >
< td > Tree Set< / td >
< td > std::set< / td >
< td > AVLTree, RBTree< / td >
< td > TreeSet< E> < / td >
< td > N/A< / td >
< / tr >
< tr >
< td > Persistent Collections< / td >
< td > N/A< / td >
< td > N/A< / td >
< td > N/A< / td >
< td > N/A< / td >
< / tr >
< tr >
< td > unordered multiset< / td >
< td > unordered multiset< T> < / td >
< td > N/A< / td >
< td > N/A< / td >
< td > N/A< / td >
< / tr >
< tr >
< td > Unordered Multimap< / td >
< td > std::unordered_multimap< K, V> < / td >
< td > N/A< / td >
< td > N/A< / td >
< td > N/A< / td >
< / tr >
< / tbody >
< / table >
2023-09-25 03:16:04 +00:00
< a id = "md:code-design" class = "tsd-anchor" > < / a > < h2 > < a href = "#md:code-design" > Code design< / a > < / h2 > < p > By strictly adhering to object-oriented design (BinaryTree -> BST -> AVLTree -> TreeMultiset), you can seamlessly
inherit the existing data structures to implement the customized ones you need. Object-oriented design stands as the
optimal approach to data structure design.< / p >
2023-09-21 06:40:39 +00:00
< a id = "md:complexities" class = "tsd-anchor" > < / a > < h2 > < a href = "#md:complexities" > Complexities< / a > < / h2 > < a id = "md:performance-of-big-o" class = "tsd-anchor" > < / a > < h3 > < a href = "#md:performance-of-big-o" > performance of Big O< / a > < / h3 > < table >
< thead >
< tr >
< th > Big O Notation< / th >
< th > Type< / th >
< th > Computations for 10 elements< / th >
< th > Computations for 100 elements< / th >
< th > Computations for 1000 elements< / th >
< / tr >
< / thead >
< tbody >
< tr >
< td > < strong > O(1)< / strong > < / td >
< td > Constant< / td >
< td > 1< / td >
< td > 1< / td >
< td > 1< / td >
< / tr >
< tr >
< td > < strong > O(log N)< / strong > < / td >
< td > Logarithmic< / td >
< td > 3< / td >
< td > 6< / td >
< td > 9< / td >
< / tr >
< tr >
< td > < strong > O(N)< / strong > < / td >
< td > Linear< / td >
< td > 10< / td >
< td > 100< / td >
< td > 1000< / td >
< / tr >
< tr >
< td > < strong > O(N log N)< / strong > < / td >
< td > n log(n)< / td >
< td > 30< / td >
< td > 600< / td >
< td > 9000< / td >
< / tr >
< tr >
< td > < strong > O(N^2)< / strong > < / td >
< td > Quadratic< / td >
< td > 100< / td >
< td > 10000< / td >
< td > 1000000< / td >
< / tr >
< tr >
< td > < strong > O(2^N)< / strong > < / td >
< td > Exponential< / td >
< td > 1024< / td >
< td > 1.26e+29< / td >
< td > 1.07e+301< / td >
< / tr >
< tr >
< td > < strong > O(N!)< / strong > < / td >
< td > Factorial< / td >
< td > 3628800< / td >
< td > 9.3e+157< / td >
< td > 4.02e+2567< / td >
< / tr >
< / tbody >
< / table >
< a id = "md:data-structure-complexity" class = "tsd-anchor" > < / a > < h3 > < a href = "#md:data-structure-complexity" > Data Structure Complexity< / a > < / h3 > < table >
< thead >
< tr >
< th > Data Structure< / th >
< th > Access< / th >
< th > Search< / th >
< th > Insertion< / th >
< th > Deletion< / th >
< th > Comments< / th >
< / tr >
< / thead >
< tbody >
< tr >
< td > < strong > Array< / strong > < / td >
< td > 1< / td >
< td > n< / td >
< td > n< / td >
< td > n< / td >
< td > < / td >
< / tr >
< tr >
< td > < strong > Stack< / strong > < / td >
< td > n< / td >
< td > n< / td >
< td > 1< / td >
< td > 1< / td >
< td > < / td >
< / tr >
< tr >
< td > < strong > Queue< / strong > < / td >
< td > n< / td >
< td > n< / td >
< td > 1< / td >
< td > 1< / td >
< td > < / td >
< / tr >
< tr >
< td > < strong > Linked List< / strong > < / td >
< td > n< / td >
< td > n< / td >
< td > 1< / td >
< td > n< / td >
< td > < / td >
< / tr >
< tr >
< td > < strong > Hash Table< / strong > < / td >
< td > -< / td >
< td > n< / td >
< td > n< / td >
< td > n< / td >
< td > In case of perfect hash function costs would be O(1)< / td >
< / tr >
< tr >
< td > < strong > Binary Search Tree< / strong > < / td >
< td > n< / td >
< td > n< / td >
< td > n< / td >
< td > n< / td >
< td > In case of balanced tree costs would be O(log(n))< / td >
< / tr >
< tr >
< td > < strong > B-Tree< / strong > < / td >
< td > log(n)< / td >
< td > log(n)< / td >
< td > log(n)< / td >
< td > log(n)< / td >
< td > < / td >
< / tr >
< tr >
< td > < strong > Red-Black Tree< / strong > < / td >
< td > log(n)< / td >
< td > log(n)< / td >
< td > log(n)< / td >
< td > log(n)< / td >
< td > < / td >
< / tr >
< tr >
< td > < strong > AVL Tree< / strong > < / td >
< td > log(n)< / td >
< td > log(n)< / td >
< td > log(n)< / td >
< td > log(n)< / td >
< td > < / td >
< / tr >
< tr >
< td > < strong > Bloom Filter< / strong > < / td >
< td > -< / td >
< td > 1< / td >
< td > 1< / td >
< td > -< / td >
< td > False positives are possible while searching< / td >
< / tr >
< / tbody >
< / table >
< a id = "md:sorting-complexity" class = "tsd-anchor" > < / a > < h3 > < a href = "#md:sorting-complexity" > Sorting Complexity< / a > < / h3 > < table >
< thead >
< tr >
< th > Name< / th >
< th > Best< / th >
< th > Average< / th >
< th > Worst< / th >
< th > Memory< / th >
< th > Stable< / th >
< th > Comments< / th >
< / tr >
< / thead >
< tbody >
< tr >
< td > < strong > Bubble sort< / strong > < / td >
< td > n< / td >
< td > n< sup > 2< / sup > < / td >
< td > n< sup > 2< / sup > < / td >
< td > 1< / td >
< td > Yes< / td >
< td > < / td >
< / tr >
< tr >
< td > < strong > Insertion sort< / strong > < / td >
< td > n< / td >
< td > n< sup > 2< / sup > < / td >
< td > n< sup > 2< / sup > < / td >
< td > 1< / td >
< td > Yes< / td >
< td > < / td >
< / tr >
< tr >
< td > < strong > Selection sort< / strong > < / td >
< td > n< sup > 2< / sup > < / td >
< td > n< sup > 2< / sup > < / td >
< td > n< sup > 2< / sup > < / td >
< td > 1< / td >
< td > No< / td >
< td > < / td >
< / tr >
< tr >
< td > < strong > Heap sort< / strong > < / td >
< td > n log(n)< / td >
< td > n log(n)< / td >
< td > n log(n)< / td >
< td > 1< / td >
< td > No< / td >
< td > < / td >
< / tr >
< tr >
< td > < strong > Merge sort< / strong > < / td >
< td > n log(n)< / td >
< td > n log(n)< / td >
< td > n log(n)< / td >
< td > n< / td >
< td > Yes< / td >
< td > < / td >
< / tr >
< tr >
< td > < strong > Quick sort< / strong > < / td >
< td > n log(n)< / td >
< td > n log(n)< / td >
< td > n< sup > 2< / sup > < / td >
< td > log(n)< / td >
< td > No< / td >
< td > Quicksort is usually done in-place with O(log(n)) stack space< / td >
< / tr >
< tr >
< td > < strong > Shell sort< / strong > < / td >
< td > n log(n)< / td >
< td > depends on gap sequence< / td >
< td > n (log(n))< sup > 2< / sup > < / td >
< td > 1< / td >
< td > No< / td >
< td > < / td >
< / tr >
< tr >
< td > < strong > Counting sort< / strong > < / td >
< td > n + r< / td >
< td > n + r< / td >
< td > n + r< / td >
< td > n + r< / td >
< td > Yes< / td >
< td > r - biggest number in array< / td >
< / tr >
< tr >
< td > < strong > Radix sort< / strong > < / td >
< td > n * k< / td >
< td > n * k< / td >
< td > n * k< / td >
< td > n + k< / td >
< td > Yes< / td >
< td > k - length of longest key< / td >
< / tr >
< / tbody >
2023-09-26 11:43:45 +00:00
< / table > < / div > < / div >
2023-09-21 06:40:39 +00:00
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< li > < a href = "classes/ArrayDeque.html" > < svg class = "tsd-kind-icon" viewBox = "0 0 24 24" > < use href = "#icon-128" > < / use > < / svg > < span > Array< wbr / > Deque< / span > < / a > < / li >
< li > < a href = "classes/BST.html" > < svg class = "tsd-kind-icon" viewBox = "0 0 24 24" > < use href = "#icon-128" > < / use > < / svg > < span > BST< / span > < / a > < / li >
< li > < a href = "classes/BSTNode.html" > < svg class = "tsd-kind-icon" viewBox = "0 0 24 24" > < use href = "#icon-128" > < / use > < / svg > < span > BSTNode< / span > < / a > < / li >
< li > < a href = "classes/BTree.html" > < svg class = "tsd-kind-icon" viewBox = "0 0 24 24" > < use href = "#icon-128" > < / use > < / svg > < span > BTree< / span > < / a > < / li >
< li > < a href = "classes/BinaryIndexedTree.html" > < svg class = "tsd-kind-icon" viewBox = "0 0 24 24" > < use href = "#icon-128" > < / use > < / svg > < span > Binary< wbr / > Indexed< wbr / > Tree< / span > < / a > < / li >
< li > < a href = "classes/BinaryTree.html" > < svg class = "tsd-kind-icon" viewBox = "0 0 24 24" > < use href = "#icon-128" > < / use > < / svg > < span > Binary< wbr / > Tree< / span > < / a > < / li >
< li > < a href = "classes/BinaryTreeNode.html" > < svg class = "tsd-kind-icon" viewBox = "0 0 24 24" > < use href = "#icon-128" > < / use > < / svg > < span > Binary< wbr / > Tree< wbr / > Node< / span > < / a > < / li >
< li > < a href = "classes/Character.html" > < svg class = "tsd-kind-icon" viewBox = "0 0 24 24" > < use href = "#icon-128" > < / use > < / svg > < span > Character< / span > < / a > < / li >
< li > < a href = "classes/CoordinateMap.html" > < svg class = "tsd-kind-icon" viewBox = "0 0 24 24" > < use href = "#icon-128" > < / use > < / svg > < span > Coordinate< wbr / > Map< / span > < / a > < / li >
< li > < a href = "classes/CoordinateSet.html" > < svg class = "tsd-kind-icon" viewBox = "0 0 24 24" > < use href = "#icon-128" > < / use > < / svg > < span > Coordinate< wbr / > Set< / span > < / a > < / li >
< li > < a href = "classes/Deque.html" > < svg class = "tsd-kind-icon" viewBox = "0 0 24 24" > < use href = "#icon-128" > < / use > < / svg > < span > Deque< / span > < / a > < / li >
< li > < a href = "classes/DirectedEdge.html" > < svg class = "tsd-kind-icon" viewBox = "0 0 24 24" > < use href = "#icon-128" > < / use > < / svg > < span > Directed< wbr / > Edge< / span > < / a > < / li >
< li > < a href = "classes/DirectedGraph.html" > < svg class = "tsd-kind-icon" viewBox = "0 0 24 24" > < use href = "#icon-128" > < / use > < / svg > < span > Directed< wbr / > Graph< / span > < / a > < / li >
< li > < a href = "classes/DirectedVertex.html" > < svg class = "tsd-kind-icon" viewBox = "0 0 24 24" > < use href = "#icon-128" > < / use > < / svg > < span > Directed< wbr / > Vertex< / span > < / a > < / li >
< li > < a href = "classes/DoublyLinkedList.html" > < svg class = "tsd-kind-icon" viewBox = "0 0 24 24" > < use href = "#icon-128" > < / use > < / svg > < span > Doubly< wbr / > Linked< wbr / > List< / span > < / a > < / li >
< li > < a href = "classes/DoublyLinkedListNode.html" > < svg class = "tsd-kind-icon" viewBox = "0 0 24 24" > < use href = "#icon-128" > < / use > < / svg > < span > Doubly< wbr / > Linked< wbr / > List< wbr / > Node< / span > < / a > < / li >
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< li > < a href = "classes/HashNode.html" > < svg class = "tsd-kind-icon" viewBox = "0 0 24 24" > < use href = "#icon-128" > < / use > < / svg > < span > Hash< wbr / > Node< / span > < / a > < / li >
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< li > < a href = "classes/HashTable.html" > < svg class = "tsd-kind-icon" viewBox = "0 0 24 24" > < use href = "#icon-128" > < / use > < / svg > < span > Hash< wbr / > Table< / span > < / a > < / li >
< li > < a href = "classes/Heap.html" > < svg class = "tsd-kind-icon" viewBox = "0 0 24 24" > < use href = "#icon-128" > < / use > < / svg > < span > Heap< / span > < / a > < / li >
< li > < a href = "classes/HeapItem.html" > < svg class = "tsd-kind-icon" viewBox = "0 0 24 24" > < use href = "#icon-128" > < / use > < / svg > < span > Heap< wbr / > Item< / span > < / a > < / li >
< li > < a href = "classes/LinkedListQueue.html" > < svg class = "tsd-kind-icon" viewBox = "0 0 24 24" > < use href = "#icon-128" > < / use > < / svg > < span > Linked< wbr / > List< wbr / > Queue< / span > < / a > < / li >
< li > < a href = "classes/MapEdge.html" > < svg class = "tsd-kind-icon" viewBox = "0 0 24 24" > < use href = "#icon-128" > < / use > < / svg > < span > Map< wbr / > Edge< / span > < / a > < / li >
< li > < a href = "classes/MapGraph.html" > < svg class = "tsd-kind-icon" viewBox = "0 0 24 24" > < use href = "#icon-128" > < / use > < / svg > < span > Map< wbr / > Graph< / span > < / a > < / li >
< li > < a href = "classes/MapVertex.html" > < svg class = "tsd-kind-icon" viewBox = "0 0 24 24" > < use href = "#icon-128" > < / use > < / svg > < span > Map< wbr / > Vertex< / span > < / a > < / li >
< li > < a href = "classes/Matrix2D.html" > < svg class = "tsd-kind-icon" viewBox = "0 0 24 24" > < use href = "#icon-128" > < / use > < / svg > < span > Matrix2D< / span > < / a > < / li >
< li > < a href = "classes/MatrixNTI2D.html" > < svg class = "tsd-kind-icon" viewBox = "0 0 24 24" > < use href = "#icon-128" > < / use > < / svg > < span > MatrixNTI2D< / span > < / a > < / li >
< li > < a href = "classes/MaxHeap.html" > < svg class = "tsd-kind-icon" viewBox = "0 0 24 24" > < use href = "#icon-128" > < / use > < / svg > < span > Max< wbr / > Heap< / span > < / a > < / li >
< li > < a href = "classes/MaxPriorityQueue.html" > < svg class = "tsd-kind-icon" viewBox = "0 0 24 24" > < use href = "#icon-128" > < / use > < / svg > < span > Max< wbr / > Priority< wbr / > Queue< / span > < / a > < / li >
< li > < a href = "classes/MinHeap.html" > < svg class = "tsd-kind-icon" viewBox = "0 0 24 24" > < use href = "#icon-128" > < / use > < / svg > < span > Min< wbr / > Heap< / span > < / a > < / li >
< li > < a href = "classes/MinPriorityQueue.html" > < svg class = "tsd-kind-icon" viewBox = "0 0 24 24" > < use href = "#icon-128" > < / use > < / svg > < span > Min< wbr / > Priority< wbr / > Queue< / span > < / a > < / li >
< li > < a href = "classes/Navigator.html" > < svg class = "tsd-kind-icon" viewBox = "0 0 24 24" > < use href = "#icon-128" > < / use > < / svg > < span > Navigator< / span > < / a > < / li >
< li > < a href = "classes/ObjectDeque.html" > < svg class = "tsd-kind-icon" viewBox = "0 0 24 24" > < use href = "#icon-128" > < / use > < / svg > < span > Object< wbr / > Deque< / span > < / a > < / li >
< li > < a href = "classes/Pair.html" > < svg class = "tsd-kind-icon" viewBox = "0 0 24 24" > < use href = "#icon-128" > < / use > < / svg > < span > Pair< / span > < / a > < / li >
< li > < a href = "classes/PriorityQueue.html" > < svg class = "tsd-kind-icon" viewBox = "0 0 24 24" > < use href = "#icon-128" > < / use > < / svg > < span > Priority< wbr / > Queue< / span > < / a > < / li >
< li > < a href = "classes/Queue.html" > < svg class = "tsd-kind-icon" viewBox = "0 0 24 24" > < use href = "#icon-128" > < / use > < / svg > < span > Queue< / span > < / a > < / li >
< li > < a href = "classes/RBTree.html" > < svg class = "tsd-kind-icon" viewBox = "0 0 24 24" > < use href = "#icon-128" > < / use > < / svg > < span > RBTree< / span > < / a > < / li >
< li > < a href = "classes/RBTreeNode.html" > < svg class = "tsd-kind-icon" viewBox = "0 0 24 24" > < use href = "#icon-128" > < / use > < / svg > < span > RBTree< wbr / > Node< / span > < / a > < / li >
< li > < a href = "classes/SegmentTree.html" > < svg class = "tsd-kind-icon" viewBox = "0 0 24 24" > < use href = "#icon-128" > < / use > < / svg > < span > Segment< wbr / > Tree< / span > < / a > < / li >
< li > < a href = "classes/SegmentTreeNode.html" > < svg class = "tsd-kind-icon" viewBox = "0 0 24 24" > < use href = "#icon-128" > < / use > < / svg > < span > Segment< wbr / > Tree< wbr / > Node< / span > < / a > < / li >
< li > < a href = "classes/SinglyLinkedList.html" > < svg class = "tsd-kind-icon" viewBox = "0 0 24 24" > < use href = "#icon-128" > < / use > < / svg > < span > Singly< wbr / > Linked< wbr / > List< / span > < / a > < / li >
< li > < a href = "classes/SinglyLinkedListNode.html" > < svg class = "tsd-kind-icon" viewBox = "0 0 24 24" > < use href = "#icon-128" > < / use > < / svg > < span > Singly< wbr / > Linked< wbr / > List< wbr / > Node< / span > < / a > < / li >
< li > < a href = "classes/SkipLinkedList.html" > < svg class = "tsd-kind-icon" viewBox = "0 0 24 24" > < use href = "#icon-128" > < / use > < / svg > < span > Skip< wbr / > Linked< wbr / > List< / span > < / a > < / li >
< li > < a href = "classes/SplayTree.html" > < svg class = "tsd-kind-icon" viewBox = "0 0 24 24" > < use href = "#icon-128" > < / use > < / svg > < span > Splay< wbr / > Tree< / span > < / a > < / li >
< li > < a href = "classes/Stack.html" > < svg class = "tsd-kind-icon" viewBox = "0 0 24 24" > < use href = "#icon-128" > < / use > < / svg > < span > Stack< / span > < / a > < / li >
< li > < a href = "classes/TreeMap.html" > < svg class = "tsd-kind-icon" viewBox = "0 0 24 24" > < use href = "#icon-128" > < / use > < / svg > < span > Tree< wbr / > Map< / span > < / a > < / li >
< li > < a href = "classes/TreeMultiset.html" > < svg class = "tsd-kind-icon" viewBox = "0 0 24 24" > < use href = "#icon-128" > < / use > < / svg > < span > Tree< wbr / > Multiset< / span > < / a > < / li >
< li > < a href = "classes/TreeMultisetNode.html" > < svg class = "tsd-kind-icon" viewBox = "0 0 24 24" > < use href = "#icon-128" > < / use > < / svg > < span > Tree< wbr / > Multiset< wbr / > Node< / span > < / a > < / li >
< li > < a href = "classes/TreeNode.html" > < svg class = "tsd-kind-icon" viewBox = "0 0 24 24" > < use href = "#icon-128" > < / use > < / svg > < span > Tree< wbr / > Node< / span > < / a > < / li >
< li > < a href = "classes/TreeSet.html" > < svg class = "tsd-kind-icon" viewBox = "0 0 24 24" > < use href = "#icon-128" > < / use > < / svg > < span > Tree< wbr / > Set< / span > < / a > < / li >
< li > < a href = "classes/Trie.html" > < svg class = "tsd-kind-icon" viewBox = "0 0 24 24" > < use href = "#icon-128" > < / use > < / svg > < span > Trie< / span > < / a > < / li >
< li > < a href = "classes/TrieNode.html" > < svg class = "tsd-kind-icon" viewBox = "0 0 24 24" > < use href = "#icon-128" > < / use > < / svg > < span > Trie< wbr / > Node< / span > < / a > < / li >
< li > < a href = "classes/TwoThreeTree.html" > < svg class = "tsd-kind-icon" viewBox = "0 0 24 24" > < use href = "#icon-128" > < / use > < / svg > < span > Two< wbr / > Three< wbr / > Tree< / span > < / a > < / li >
< li > < a href = "classes/UndirectedEdge.html" > < svg class = "tsd-kind-icon" viewBox = "0 0 24 24" > < use href = "#icon-128" > < / use > < / svg > < span > Undirected< wbr / > Edge< / span > < / a > < / li >
< li > < a href = "classes/UndirectedGraph.html" > < svg class = "tsd-kind-icon" viewBox = "0 0 24 24" > < use href = "#icon-128" > < / use > < / svg > < span > Undirected< wbr / > Graph< / span > < / a > < / li >
< li > < a href = "classes/UndirectedVertex.html" > < svg class = "tsd-kind-icon" viewBox = "0 0 24 24" > < use href = "#icon-128" > < / use > < / svg > < span > Undirected< wbr / > Vertex< / span > < / a > < / li >
< li > < a href = "classes/Vector2D.html" > < svg class = "tsd-kind-icon" viewBox = "0 0 24 24" > < use href = "#icon-128" > < / use > < / svg > < span > Vector2D< / span > < / a > < / li >
< li > < a href = "interfaces/IAVLTree.html" > < svg class = "tsd-kind-icon" viewBox = "0 0 24 24" > < g id = "icon-256" > < rect fill = "var(--color-icon-background)" stroke = "var(--color-ts-interface)" stroke-width = "1.5" x = "1" y = "1" width = "22" height = "22" rx = "6" > < / rect > < path d = "M9.51 16V15.016H11.298V8.224H9.51V7.24H14.19V8.224H12.402V15.016H14.19V16H9.51Z" fill = "var(--color-text)" > < / path > < / g > < / svg > < span > IAVLTree< / span > < / a > < / li >
< li > < a href = "interfaces/IAbstractBinaryTree.html" > < svg class = "tsd-kind-icon" viewBox = "0 0 24 24" > < use href = "#icon-256" > < / use > < / svg > < span > IAbstract< wbr / > Binary< wbr / > Tree< / span > < / a > < / li >
< li > < a href = "interfaces/IAbstractBinaryTreeNode.html" > < svg class = "tsd-kind-icon" viewBox = "0 0 24 24" > < use href = "#icon-256" > < / use > < / svg > < span > IAbstract< wbr / > Binary< wbr / > Tree< wbr / > Node< / span > < / a > < / li >
< li > < a href = "interfaces/IAbstractGraph.html" > < svg class = "tsd-kind-icon" viewBox = "0 0 24 24" > < use href = "#icon-256" > < / use > < / svg > < span > IAbstract< wbr / > Graph< / span > < / a > < / li >
< li > < a href = "interfaces/IBST.html" > < svg class = "tsd-kind-icon" viewBox = "0 0 24 24" > < use href = "#icon-256" > < / use > < / svg > < span > IBST< / span > < / a > < / li >
< li > < a href = "interfaces/IDirectedGraph.html" > < svg class = "tsd-kind-icon" viewBox = "0 0 24 24" > < use href = "#icon-256" > < / use > < / svg > < span > IDirected< wbr / > Graph< / span > < / a > < / li >
< li > < a href = "interfaces/IRBTree.html" > < svg class = "tsd-kind-icon" viewBox = "0 0 24 24" > < use href = "#icon-256" > < / use > < / svg > < span > IRBTree< / span > < / a > < / li >
< li > < a href = "interfaces/IUNDirectedGraph.html" > < svg class = "tsd-kind-icon" viewBox = "0 0 24 24" > < use href = "#icon-256" > < / use > < / svg > < span > IUNDirected< wbr / > Graph< / span > < / a > < / li >
< li > < a href = "types/AVLTreeNodeNested.html" > < svg class = "tsd-kind-icon" viewBox = "0 0 24 24" > < g id = "icon-4194304" > < rect fill = "var(--color-icon-background)" stroke = "var(--color-ts-type-alias)" stroke-width = "1.5" x = "1" y = "1" width = "22" height = "22" rx = "6" > < / rect > < path d = "M11.31 16V8.224H8.91V7.24H14.79V8.224H12.39V16H11.31Z" fill = "var(--color-text)" > < / path > < / g > < / svg > < span > AVLTree< wbr / > Node< wbr / > Nested< / span > < / a > < / li >
< li > < a href = "types/AVLTreeOptions.html" > < svg class = "tsd-kind-icon" viewBox = "0 0 24 24" > < use href = "#icon-4194304" > < / use > < / svg > < span > AVLTree< wbr / > Options< / span > < / a > < / li >
< li > < a href = "types/AbstractBinaryTreeNodeNested.html" > < svg class = "tsd-kind-icon" viewBox = "0 0 24 24" > < use href = "#icon-4194304" > < / use > < / svg > < span > Abstract< wbr / > Binary< wbr / > Tree< wbr / > Node< wbr / > Nested< / span > < / a > < / li >
< li > < a href = "types/AbstractBinaryTreeNodeProperties.html" > < svg class = "tsd-kind-icon" viewBox = "0 0 24 24" > < use href = "#icon-4194304" > < / use > < / svg > < span > Abstract< wbr / > Binary< wbr / > Tree< wbr / > Node< wbr / > Properties< / span > < / a > < / li >
< li > < a href = "types/AbstractBinaryTreeNodeProperty.html" > < svg class = "tsd-kind-icon" viewBox = "0 0 24 24" > < use href = "#icon-4194304" > < / use > < / svg > < span > Abstract< wbr / > Binary< wbr / > Tree< wbr / > Node< wbr / > Property< / span > < / a > < / li >
< li > < a href = "types/AbstractBinaryTreeOptions.html" > < svg class = "tsd-kind-icon" viewBox = "0 0 24 24" > < use href = "#icon-4194304" > < / use > < / svg > < span > Abstract< wbr / > Binary< wbr / > Tree< wbr / > Options< / span > < / a > < / li >
< li > < a href = "types/BSTComparator.html" > < svg class = "tsd-kind-icon" viewBox = "0 0 24 24" > < use href = "#icon-4194304" > < / use > < / svg > < span > BSTComparator< / span > < / a > < / li >
< li > < a href = "types/BSTNodeNested.html" > < svg class = "tsd-kind-icon" viewBox = "0 0 24 24" > < use href = "#icon-4194304" > < / use > < / svg > < span > BSTNode< wbr / > Nested< / span > < / a > < / li >
< li > < a href = "types/BSTOptions.html" > < svg class = "tsd-kind-icon" viewBox = "0 0 24 24" > < use href = "#icon-4194304" > < / use > < / svg > < span > BSTOptions< / span > < / a > < / li >
< li > < a href = "types/BinaryTreeDeletedResult.html" > < svg class = "tsd-kind-icon" viewBox = "0 0 24 24" > < use href = "#icon-4194304" > < / use > < / svg > < span > Binary< wbr / > Tree< wbr / > Deleted< wbr / > Result< / span > < / a > < / li >
< li > < a href = "types/BinaryTreeNodeId.html" > < svg class = "tsd-kind-icon" viewBox = "0 0 24 24" > < use href = "#icon-4194304" > < / use > < / svg > < span > Binary< wbr / > Tree< wbr / > Node< wbr / > Id< / span > < / a > < / li >
< li > < a href = "types/BinaryTreeNodeNested.html" > < svg class = "tsd-kind-icon" viewBox = "0 0 24 24" > < use href = "#icon-4194304" > < / use > < / svg > < span > Binary< wbr / > Tree< wbr / > Node< wbr / > Nested< / span > < / a > < / li >
< li > < a href = "types/BinaryTreeNodePropertyName.html" > < svg class = "tsd-kind-icon" viewBox = "0 0 24 24" > < use href = "#icon-4194304" > < / use > < / svg > < span > Binary< wbr / > Tree< wbr / > Node< wbr / > Property< wbr / > Name< / span > < / a > < / li >
< li > < a href = "types/BinaryTreeOptions.html" > < svg class = "tsd-kind-icon" viewBox = "0 0 24 24" > < use href = "#icon-4194304" > < / use > < / svg > < span > Binary< wbr / > Tree< wbr / > Options< / span > < / a > < / li >
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< li > < a href = "types/DijkstraResult.html" > < svg class = "tsd-kind-icon" viewBox = "0 0 24 24" > < use href = "#icon-4194304" > < / use > < / svg > < span > Dijkstra< wbr / > Result< / span > < / a > < / li >
< li > < a href = "types/Direction.html" > < svg class = "tsd-kind-icon" viewBox = "0 0 24 24" > < use href = "#icon-4194304" > < / use > < / svg > < span > Direction< / span > < / a > < / li >
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< li > < a href = "types/EdgeId.html" > < svg class = "tsd-kind-icon" viewBox = "0 0 24 24" > < use href = "#icon-4194304" > < / use > < / svg > < span > Edge< wbr / > Id< / span > < / a > < / li >
< li > < a href = "types/HeapOptions.html" > < svg class = "tsd-kind-icon" viewBox = "0 0 24 24" > < use href = "#icon-4194304" > < / use > < / svg > < span > Heap< wbr / > Options< / span > < / a > < / li >
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< li > < a href = "types/IAVLTreeNode.html" > < svg class = "tsd-kind-icon" viewBox = "0 0 24 24" > < use href = "#icon-4194304" > < / use > < / svg > < span > IAVLTree< wbr / > Node< / span > < / a > < / li >
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