Data Structures and Algorithms 📚🖼️

Image Resources : GeeksforGeeks: Data Structures and Algorithms

Welcome to Data Structures and Algorithms! This repository is designed to help you understand and implement common algorithms in Python, using beautiful, easy-to-understand visualizations. Whether you're a beginner or looking to deepen your understanding, you'll find resources here to make learning algorithms easier and more intuitive.

Table of Contents

• Introduction
• Algorithms Covered
• Getting Started
• Installation
• Usage
• Contributing
• License
• Contact

Introduction

Understanding algorithms is a crucial part of becoming a proficient programmer. This repository aims to demystify algorithms by providing clear explanations, Python implementations, and beautiful visualizations that make learning engaging and fun. Our goal is to help you Learn It Easy, Better, and Well.

In this playground will use this book:

Algorithms Covered

Here's a list of the algorithms and data structures covered in this repository:

Linear Tables

1. Linear Table Definition
2. Maximum Value
3. Bubble Sorting Algorithm
4. Minimum Value
5. Select Sorting Algorithm
6. Linear Table Append
7. Linear Table Insert
8. Linear Table Delete
9. Insert Sorting Algorithm
10. Reverse Array
11. Linear Table Search
12. Dichotomy Binary Search
13. Shell Sorting

Linked Lists

14. Unidirectional Linked List
    • 14.1 Create and Traversal
    • 14.2 Add Node
    • 14.3 Insert Node
    • 14.4 Delete Node
15. Doubly Linked List
    • 15.1 Create and Traversal
    • 15.2 Add Node
    • 15.3 Insert Node
    • 15.4 Delete Node
16. One-way Circular LinkedList
    • 16.1 Initialization and Traversal
    • 16.2 Insert Node
    • 16.3 Delete Node
17. Two-way Circular LinkedList
    • 17.1 Initialization and Traversal
    • 17.2 Insert Node
    • 17.3 Delete Node

Stacks and Queues

18. Queue
19. Stack

Recursion and Sorting

20. Recursive Algorithm
21. Two-way Merge Algorithm
22. Quick Sort Algorithm

Trees and Graphs

23. Binary Search Tree
    • 23.1 Construct a binary search tree
    • 23.2 Binary search tree In-order traversal
    • 23.3 Binary search tree Pre-order traversal
    • 23.4 Binary search tree Post-order traversal
    • 23.5 Binary search tree Maximum and minimum
    • 23.6 Binary search tree Delete Node
24. Binary Heap Sorting
25. Hash Table
26. Graph
    • 26.1 Directed Graph and Depth-First Search
    • 26.2 Directed Graph and Breadth-First Search
    • 26.3 Directed Graph Topological Sorting

Classic Algorithms

27. Towers of Hanoi
28. Fibonacci
29. Dijkstra
30. Mouse Walking Maze
31. Eight Coins
32. Knapsack Problem
33. Josephus Problem

Getting Started

To get started with this repository:

1. Clone the repository:

   git clone https://github.com/rochiekop/data-structures-algorithms