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  1. Sorting (Bubble, Selection, Insertion, Merge, Quick ... - VisuAlgo

    In C++, you can use std::sort (most likely a hybrid sorting algorithm: Introsort), std::stable_sort (most likely Merge Sort), or std::partial_sort (most likely Binary Heap) in STL algorithm. In …

  2. visualising data structures and algorithms through animation

    Together with his students from the National University of Singapore, a series of visualizations were developed and consolidated, from simple sorting algorithms to complex graph data …

  3. Graph Traversal (Depth/Breadth First Search) - VisuAlgo

    Given a graph, we can use the O(V+E) DFS (Depth-First Search) or BFS (Breadth-First Search) algorithm to traverse the graph and explore the features/properties of the graph.

  4. Notes - Sorting Problem and Sorting Algorithms - VisuAlgo

    In C++, you can use std::sort (most likely a hybrid sorting algorithm: Introsort), std::stable_sort (most likely Merge Sort), or std::partial_sort (most likely Binary Heap) in STL algorithm. In …

  5. Binary Heap (Priority Queue) - VisuAlgo

    Simple Analysis: HeapSort() clearly runs in O(N log N) — an optimal comparison-based sorting algorithm. Quiz: In worst case scenario, HeapSort() is asymptotically faster than... Selection Sort

  6. Minimum Spanning Tree (Prim's, Kruskal's) - VisuAlgo

    Kruskal's requires a good sorting algorithm to sort edges of the input graph (usually stored in an Edge List data structure) by non-decreasing weight and another data structure called Union …

  7. Linked List (Single, Doubly), Stack, Queue, Deque - VisuAlgo

    In this visualization, we discuss (Singly) Linked List (LL) — with a single next pointer — and its two variants: Stack and Queue, and also Doubly Linked List (DLL) — with both next and …

  8. Recursion Tree and DAG (Dynamic Programming/DP) - VisuAlgo

    This visualization can visualize the recursion tree of any recursive algorithm or the recursion tree of a Divide and Conquer (D&C) algorithm recurrence (e.g., Master Theorem) that we can …

  9. Notes - DFS & BFS - VisuAlgo

    Each algorithm has its own characteristics, features, and side-effects that we will explore in this visualization. This visualization is rich with a lot of DFS and BFS variants (all run in O(V+E)) …

  10. Binary Search Tree, AVL Tree - VisuAlgo

    PS: Some people call insertion of N unordered integers into a BST in O(N log N) and then performing the O(N) Inorder Traversal as 'BST sort'. It is rarely used though as there are …

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