Algorithms & Data Structures

Algorithms & Data Structures

The Algorithms & Data Structures repository is a curated collection of implementations that serve as a foundational resource for understanding and applying core computer science concepts. This project aims to provide clear, practical examples of algorithms and data structures, facilitating both learning and application in real-world scenarios.

Key Components:

  • Fundamental Data Structures: Implementations of linked lists, hash tables, stacks, and queues, providing the building blocks for more complex structures and algorithms.
  • Sorting Algorithms: A variety of sorting techniques including bubble sort, insertion sort, selection sort, heap sort, merge sort, shell sort, and quick sort, each demonstrating different approaches and efficiencies.
  • Tree Structures: Detailed examples of tries, binary search trees (BST), and binary heaps, illustrating hierarchical data organization and manipulation.
  • Graph Algorithms: Comprehensive coverage of graph representations and traversals, including single-source shortest path algorithms like Dijkstra and Bellman-Ford, pathfinding with A*, topological sorts using DFS and Kahn's algorithm, and minimum spanning tree algorithms such as Kruskal's and Prim's.
  • Techniques: Exploration of recursion and its applications within various algorithms, highlighting its power and versatility.

Each implementation is crafted to be language-agnostic, focusing on the underlying logic and structure, making it accessible to a broad audience regardless of programming background.

This repository is an invaluable tool for students, educators, and professionals seeking to deepen their understanding of algorithms and data structures, offering a practical complement to theoretical study.

© 2025 Nelson Nobre. All rights reserved.

Nelson Nobre
We are using cookies to ensure that we give you the best experience on our website. By clicking "Accept", you consent to the use of ALL the cookies. However you may visit Cookie policy to provide a controlled consent.