10月16日 的 Algorithms and Data Structures 應用程式分析

VisiGrab is an interactive visualizer for algorithms and data structures. Every structure and algorithm is animated step by step, with matching implementation code in Java, Python, and C++, so you see exactly how the code changes the data. Built for computer science students preparing for exams, self-taught developers filling gaps in CS fundamentals, and engineers getting ready for coding interviews. Why VisiGrab The theory behind data structures is available online for free. What is hard is building real intuition from textbooks and scattered tutorials. VisiGrab presents each topic in a structured sequence, from arrays to graph algorithms, so every concept builds on the previous one. You don't just read about a rotation in an AVL tree or a relaxation step in Dijkstra's algorithm. You watch it happen, step forward and back, and compare each step with the code. How Each Topic Works • Theory: a short, focused explanation of the concept, without textbook overload • Visualization: the algorithm runs step by step, and every step has its own description • Practice: enter your own values, build trees, draw graphs, and see the result instantly • Code: the implementation in Java, Python, and C++ right next to the animation The animations are designed to be clear even before you read a single line of text. Data Structures • Array, Linked List, Doubly Linked List • Stack, Queue • Min-Heap • Hash Table (chaining and open addressing) • Binary Search Tree (BST), AVL Tree, Red-Black Tree, B-Tree • Trie • Graph, with a graph constructor to build your own Algorithms • Sorting: Bubble, Selection, Insertion, Merge, Heap, Quick Sort • Tree traversals: pre-order, in-order, post-order, breadth-first (BFS) • Insertion and deletion in BST, AVL, Red-Black Tree, and B-Tree • Graph algorithms: BFS, DFS, Dijkstra's shortest path, Bellman-Ford • Minimum spanning tree: Prim's and Kruskal's algorithms • Topological Sort, Union-Find Learn by Doing • Build your own AVL and Red-Black trees and watch rotations keep them balanced • Draw your own graph and run BFS, DFS, Dijkstra, Prim, or Kruskal on it • Pause, step forward, and rewind any animation Code in Java, Python, and C++ Every animation comes with its implementation in three languages. See the direct link between each line of code and what happens to the data. All implementations are open source on GitHub. Coding Interview Preparation VisiGrab covers the data structures and algorithms most often asked in technical interviews. Use it alongside LeetCode practice to understand the patterns behind the problems instead of memorizing solutions. Also useful for university algorithms courses and competitive programming. Free to Start Core topics are free. A one-time purchase unlocks all advanced topics, plus every future topic and update. No subscription, no ads, no popups. Available in 10 Languages English, German, French, Spanish, Portuguese, Polish, Ukrainian, Japanese, Korean, and Chinese (Simplified). Study Anywhere Works fully offline: on the train, between classes, or anywhere without a connection. Made by a Developer and Mathematician VisiGrab is built by an independent developer with a PhD in mathematics, teaching experience, and more than a decade of professional software development.