Data Structures and Algorithms Reference

This repository is my personal reference for data structures and algorithms. It contains implementations of standard data structures and algorithms in a variety of programming languages, along with explanations, examples, and analysis.

Table of Contents

• Languages
• Data Structures
• Algorithms
• License
• References

Languages

The project will include examples in the following languages:

• C
• C++
• Java
• Kotlin
• Python
• Rust
• Typescript

Data Structures

The project will include examples of the following data structures:

• Arrays
  • Static Array
  • Dynamic Array
• Linked List
  • Singly Linked List
  • Doubly Linked List
  • Circular Linked List
• Stack (LIFO)
• Queue (FIFO) and Deque (Doubly Ended Queue)
• Hash Table
  • KV Hash Table
  • Collision Detection
• Trees
  • Binary Tree
  • Binary Search Tree
  • AVL Tree (Self-Balancing)
  • Red-Black Tree (Self-Balancing)
  • B-Tree (Self-Balancing)
  • Trie (Prefix Tree)
  • Tree algorithms
• Graphs
  • Adjacency List
  • Adjacency Matrix
  • Directed Graphs
  • Weighted Graphs
  • Adjacency List/Matrix
• Disjoint Set (Union-Find)

Algorithms

• Sorting
  • Bubble Sort (Maybe)
  • Selection Sort (Maybe)
  • Insertion Sort
  • Merge Sort
  • Quick Sort
  • Heap Sort
• Searching Algorithms
  • Linear Search
  • Binary Search
• Graph Traversal
  • Depth-First Search (DFS)
  • Breadth-First Search (BFS)
  • Dijkstra's Algorithm
  • Bellman-Ford Algorithm
  • Floyd-Warshall Algorithm
  • Kruskal's Algorithm
  • Prim's Algorithm
  • Minimum Spanning Tree (MST)
• Recursion and Backtracking
• Dynamic Programming
  • Memoization
  • Tabulation
• Greedy Algorithms
  • Fractional Knapsack Problem
  • Activity Selection Problem
  • Huffman Coding
• Sieve of Eratosthenes (Prime Number Generation)
• Euclidean Algorithm (Greatest Common Divisor)
• String Algorithms
  • KMP Algorithm
  • Rabin-Karp Algorithm
• Bit Manipulation

License

All rights reserved. (Might open it up in the future)

References

None yet