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README.md

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# TypeScript-Algorithms-and-Data-Structures
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This Repo, at first, was only for [JavaScript Algorithms and Data Structures Masterclass](https://www.udemy.com/course/js-algorithms-and-data-structures-masterclass/).
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Collection of classical algorithms and data structures in TypeScript.
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But the objective of this project has increased, I want to implement algorithms and popular data structures in TypeScript/ JavaScript and solve programming assignments for popular online courses.
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For each folder, there is an MD file with my main References for that section. But my favorite ones are:
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For each folder, there is a MD file with my main References for that section.
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- [Algorithms Specialization](https://www.coursera.org/specializations/algorithms).
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- Example test case files are available in: [stanford-algs](https://github.com/beaunus/stanford-algs).
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Programming assignment solutions are not available in order to respect Coursera Honor Code.
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- [MIT 6.006 Introduction to Algorithms](https://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-006-introduction-to-algorithms-fall-2011/)
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- [MIT 6.046J Design and Analysis of Algorithms](https://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-046j-design-and-analysis-of-algorithms-spring-2015/)
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- [Introduction to Algorithms, 3rd Edition - CLRS](https://en.wikipedia.org/wiki/Introduction_to_Algorithms)
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- [Algorithm Design, 1st Edition](https://www.amazon.com/Algorithm-Design-Jon-Kleinberg/dp/0321295358)
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### [Algorithms Specialization](https://www.coursera.org/specializations/algorithms).
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You can found Example Test Cases: [stanford-algs](https://github.com/beaunus/stanford-algs).
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Programming assignment solutions are not available in order to respect Coursera Honor Code.
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---
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### Data Structures
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##### Basics:
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- [Linked List](https://github.com/LyangHiga/javaScript-algorithms-data-structures/blob/master/data-structures/basics/linkedList.ts)
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- [Doubly Linked List](https://github.com/LyangHiga/javaScript-algorithms-data-structures/blob/master/data-structures/basics/doublyList.ts)
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- [Queue](https://github.com/LyangHiga/javaScript-algorithms-data-structures/blob/master/data-structures/basics/queue.ts)
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- [Stack](https://github.com/LyangHiga/javaScript-algorithms-data-structures/blob/master/data-structures/basics/stack.ts)
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- [Linked List](https://github.com/LyangHiga/typescript-algorithms-data-structures/blob/master/src/data-structures/basics/linkedList.ts)
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- [Doubly Linked List](https://github.com/LyangHiga/typescript-algorithms-data-structures/blob/master/src/data-structures/basics/doublyList.ts)
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- [Queue](https://github.com/LyangHiga/typescript-algorithms-data-structures/blob/master/src/data-structures/basics/queue.ts)
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- [Stack](https://github.com/LyangHiga/typescript-algorithms-data-structures/blob/master/src/data-structures/basics/stack.ts)
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##### Trees:
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- [Binary Search Tree](https://github.com/LyangHiga/javaScript-algorithms-data-structures/blob/master/data-structures/trees/binarySearchTree.ts)
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- [AVL Tree](https://github.com/LyangHiga/javaScript-algorithms-data-structures/blob/master/data-structures/trees/avlTree.ts)
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- [Red Black Tree](https://github.com/LyangHiga/javaScript-algorithms-data-structures/blob/master/data-structures/trees/redBlackTree.ts)
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- [Binary Search Tree](https://github.com/LyangHiga/typescript-algorithms-data-structures/blob/master/src/data-structures/trees/binarySearchTree.ts)
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- [AVL Tree](https://github.com/LyangHiga/typescript-algorithms-data-structures/blob/master/src/data-structures/trees/avlTree.ts)
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- [Red Black Tree](https://github.com/LyangHiga/typescript-algorithms-data-structures/blob/master/src/data-structures/trees/redBlackTree.ts)
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##### Heaps:
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- [Min Binary Heap](https://github.com/LyangHiga/javaScript-algorithms-data-structures/blob/master/data-structures/heaps/minHeap.)
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- [Max Binary Heap](https://github.com/LyangHiga/javaScript-algorithms-data-structures/blob/master/data-structures/heaps/maxBinaryHeap.ts)
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- [Min Fibonacci Heap](https://github.com/LyangHiga/javaScript-algorithms-data-structures/blob/master/data-structures/heaps/fibonacciHeap.ts)
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- [Min Binary Heap](https://github.com/LyangHiga/typescript-algorithms-data-structures/blob/master/src/data-structures/heaps/minHeap.)
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- [Max Binary Heap](https://github.com/LyangHiga/typescript-algorithms-data-structures/blob/master/src/data-structures/heaps/maxBinaryHeap.ts)
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- [Min Fibonacci Heap](https://github.com/LyangHiga/typescript-algorithms-data-structures/blob/master/src/data-structures/heaps/fibonacciHeap.ts)
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##### Hash Tables:
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- [Separate Chaining](https://github.com/LyangHiga/javaScript-algorithms-data-structures/blob/master/data-structures/hash-tables/hashTable.ts)
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- [Separate Chaining](https://github.com/LyangHiga/typescript-algorithms-data-structures/blob/master/src/data-structures/hash-tables/hashTable.ts)
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##### Disjoint-set (Union-Find):
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- [Linked List Representation](https://github.com/LyangHiga/typescript-algorithms-data-structures/blob/master/data-structures/disjoint-sets/listSet.ts)
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- [Forest Representation](https://github.com/LyangHiga/typescript-algorithms-data-structures/blob/master/data-structures/disjoint-sets/forestSet.ts)
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- [Linked List Representation](https://github.com/LyangHiga/typescript-algorithms-data-structures/blob/master/src/data-structures/disjoint-sets/listSet.ts)
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- [Forest Representation](https://github.com/LyangHiga/typescript-algorithms-data-structures/blob/master/src/data-structures/disjoint-sets/forestSet.ts)
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##### [Graph:](https://github.com/LyangHiga/typescript-algorithms-data-structures/blob/master/data-structures/graph/graph.ts)
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##### [Graph:](https://github.com/LyangHiga/typescript-algorithms-data-structures/blob/master/src/data-structures/graph/graph.ts)
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- Karger Minimum Cut
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- BFS
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### Sorting
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- [Bubble Sort](https://github.com/LyangHiga/JavaScript-Algorithms-and-Data-Structures-Masterclass/blob/master/sort/bubbleSort.ts)
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- [Insertion Sort](https://github.com/LyangHiga/JavaScript-Algorithms-and-Data-Structures-Masterclass/blob/master/sort/insertionSort.ts)
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- [Selection Sort](https://github.com/LyangHiga/JavaScript-Algorithms-and-Data-Structures-Masterclass/blob/master/sort/selectionSort.ts)
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- [Heap Sort](https://github.com/LyangHiga/javaScript-algorithms-data-structures/blob/master/sort/heapSort.ts)
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- [Merge Sort](https://github.com/LyangHiga/JavaScript-Algorithms-and-Data-Structures-Masterclass/blob/master/sort/mergeSort.ts)
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- [Quick Sort](https://github.com/LyangHiga/JavaScript-Algorithms-and-Data-Structures-Masterclass/blob/master/sort/quickSort.ts)
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- [Radix Sort](https://github.com/LyangHiga/JavaScript-Algorithms-and-Data-Structures-Masterclass/blob/master/sort/radixSort.ts)
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- [Bubble Sort](https://github.com/LyangHiga/typescript-algorithms-data-structures/blob/master/src/sort/bubbleSort.ts)
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- [Insertion Sort](https://github.com/LyangHiga/typescript-algorithms-data-structures/blob/master/src/sort/insertionSort.ts)
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- [Selection Sort](https://github.com/LyangHiga/typescript-algorithms-data-structures/blob/master/src/sort/selectionSort.ts)
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- [Heap Sort](https://github.com/LyangHiga/typescript-algorithms-data-structures/blob/master/src/sort/heapSort.ts)
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- [Merge Sort](https://github.com/LyangHiga/typescript-algorithms-data-structures/blob/master/src/sort/mergeSort.ts)
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- [Quick Sort](https://github.com/LyangHiga/typescript-algorithms-data-structures/blob/master/src/sort/quickSort.ts)
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- [Radix Sort](https://github.com/LyangHiga/typescript-algorithms-data-structures/blob/master/src/sort/radixSort.ts)
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To visualize some of them check [Sorting Visualizer](https://lyanghiga.github.io/sorting-visualizer/)
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### Divide and Conquer
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- [Karatsuba Multiplication](https://github.com/LyangHiga/javaScript-algorithms-data-structures/blob/master/divide-and-conquer/karatsuba.ts)
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- [Merge Sort](https://github.com/LyangHiga/javaScript-algorithms-data-structures/blob/master/sort/mergeSort.ts)
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- [Counting Inversions](https://github.com/LyangHiga/javaScript-algorithms-data-structures/blob/master/divide-and-conquer/countingInversions.ts)
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- [Maximum Sum Subarray Problem](https://github.com/LyangHiga/javaScript-algorithms-data-structures/blob/master/divide-and-conquer/maxSubarr.ts)
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- [Closest Pair of Points Problem](https://github.com/LyangHiga/javaScript-algorithms-data-structures/blob/master/divide-and-conquer/closestPair.ts)
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- [Quicksort](https://github.com/LyangHiga/javaScript-algorithms-data-structures/blob/master/sort/quickSort.ts)
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- [Linear Time Selection: Random and Deterministic](https://github.com/LyangHiga/javaScript-algorithms-data-structures/blob/master/divide-and-conquer/selection.ts)
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- [Karatsuba Multiplication](https://github.com/LyangHiga/typescript-algorithms-data-structures/blob/master/src/divide-and-conquer/karatsuba.ts)
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- [Merge Sort](https://github.com/LyangHiga/typescript-algorithms-data-structures/blob/master/src/sort/mergeSort.ts)
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- [Counting Inversions](https://github.com/LyangHiga/typescript-algorithms-data-structures/blob/master/src/divide-and-conquer/countingInversions.ts)
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- [Maximum Sum Subarray Problem](https://github.com/LyangHiga/typescript-algorithms-data-structures/blob/master/src/divide-and-conquer/maxSubarr.ts)
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- [Closest Pair of Points Problem](https://github.com/LyangHiga/typescript-algorithms-data-structures/blob/master/src/divide-and-conquer/closestPair.ts)
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- [Quicksort](https://github.com/LyangHiga/typescript-algorithms-data-structures/blob/master/src/sort/quickSort.ts)
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- [Linear Time Selection: Random and Deterministic](https://github.com/LyangHiga/typescript-algorithms-data-structures/blob/master/src/divide-and-conquer/selection.ts)
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### Greedy
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- [Dijkstra](https://github.com/LyangHiga/typescript-algorithms-data-structures/blob/master/data-structures/graph.ts)
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- [Prim](https://github.com/LyangHiga/typescript-algorithms-data-structures/blob/master/data-structures/graph.ts)
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- [Kruskal - Single-Link Clustering](https://github.com/LyangHiga/typescript-algorithms-data-structures/blob/master/data-structures/graph.ts)
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- [Scheduling Application](https://github.com/LyangHiga/typescript-algorithms-data-structures/blob/master/greedy/scheduling/scheduling.ts)
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- [Huffman Coding](https://github.com/LyangHiga/typescript-algorithms-data-structures/blob/master/greedy/huffman-coding/huffman.ts)
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- [Nearest Neighbor Heuristic TSP](https://github.com/LyangHiga/typescript-algorithms-data-structures/blob/master/tsp/tsp.ts)
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- [Dijkstra](https://github.com/LyangHiga/typescript-algorithms-data-structures/blob/master/src/data-structures/graph.ts)
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- [Prim](https://github.com/LyangHiga/typescript-algorithms-data-structures/blob/master/src/data-structures/graph.ts)
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- [Kruskal - Single-Link Clustering](https://github.com/LyangHiga/typescript-algorithms-data-structures/blob/master/src/data-structures/graph.ts)
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- [Scheduling Application](https://github.com/LyangHiga/typescript-algorithms-data-structures/blob/master/src/greedy/scheduling/scheduling.ts)
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- [Huffman Coding](https://github.com/LyangHiga/typescript-algorithms-data-structures/blob/master/src/greedy/huffman-coding/huffman.ts)
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- [Nearest Neighbor Heuristic TSP](https://github.com/LyangHiga/typescript-algorithms-data-structures/blob/master/src/tsp/tsp.ts)
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### Dynamic Programming
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- [Weighted Interval Scheduling](https://github.com/LyangHiga/typescript-algorithms-data-structures/blob/master/dynamic-programming/weighted-interval-scheduling/wis.ts)
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- [Max Weight Independent Set](https://github.com/LyangHiga/typescript-algorithms-data-structures/blob/master/dynamic-programming/mwis.ts)
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- [Knapsack](https://github.com/LyangHiga/typescript-algorithms-data-structures/blob/master/dynamic-programming/knapsack/knapsack.ts)
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- [Sequence Alignment](https://github.com/LyangHiga/typescript-algorithms-data-structures/blob/master/dynamic-programming/sequenceAlignment.ts)
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- [Bellman-Ford](https://github.com/LyangHiga/typescript-algorithms-data-structures/blob/master/data-structures/graph.ts)
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- [Floyd-Warshall](https://github.com/LyangHiga/typescript-algorithms-data-structures/blob/master/data-structures/graph.ts)
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- [Weighted Interval Scheduling](https://github.com/LyangHiga/typescript-algorithms-data-structures/blob/master/src/dynamic-programming/weighted-interval-scheduling/wis.ts)
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- [Max Weight Independent Set](https://github.com/LyangHiga/typescript-algorithms-data-structures/blob/master/src/dynamic-programming/mwis.ts)
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- [Knapsack](https://github.com/LyangHiga/typescript-algorithms-data-structures/blob/master/src/dynamic-programming/knapsack/knapsack.ts)
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- [Sequence Alignment](https://github.com/LyangHiga/typescript-algorithms-data-structures/blob/master/src/dynamic-programming/sequenceAlignment.ts)
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- [Bellman-Ford](https://github.com/LyangHiga/typescript-algorithms-data-structures/blob/master/src/data-structures/graph.ts)
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- [Floyd-Warshall](https://github.com/LyangHiga/typescript-algorithms-data-structures/blob/master/src/data-structures/graph.ts)

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