Welcome to the C++ With DSA repository! This repository is dedicated to learning and implementing Data Structures and Algorithms using C++ programming language.
In this repository, we will explore various data structures and algorithms and their implementation in C++. This will help us understand the fundamental concepts of data organization and efficient problem-solving techniques.
To get started with this repository, make sure you have a C++ compiler installed on your system. You can use any IDE or text editor of your choice. Clone this repository to your local machine and you're ready to go!
We will cover a wide range of data structures including arrays, linked lists, stacks, queues, trees, graphs, and more. Each data structure will be explained in detail along with its implementation in C++.
We will also dive into various algorithms such as searching, sorting, graph algorithms, dynamic programming, and more. Each algorithm will be explained with examples and implemented in C++.
Contributions are welcome! If you have any suggestions, bug fixes, or new implementations, feel free to open a pull request. Please make sure to follow the contribution guidelines mentioned in the repository.
This repository is licensed under the MIT License.
In addition to the data structures mentioned above, we will also cover the following:
- Hash tables
- Heaps
- Tries
- AVL trees
- Red-black trees
- B-trees
- Skip lists
- Disjoint-set data structure
- Fenwick trees
- Segment trees
- Binary indexed trees
Each data structure will be thoroughly explained, including their properties, operations, and implementation in C++.
In addition to the algorithms mentioned above, we will also explore the following:
- Depth-first search (DFS)
- Breadth-first search (BFS)
- Dijkstra's algorithm
- Bellman-Ford algorithm
- Floyd-Warshall algorithm
- Prim's algorithm
- Kruskal's algorithm
- Topological sorting
- Dynamic programming algorithms
- Greedy algorithms
Each algorithm will be explained in detail, with step-by-step examples and their implementation in C++.
Apart from the fundamental data structures and algorithms, we will also touch upon some advanced topics, including:
- Big O notation and time complexity analysis
- Space complexity analysis
- Algorithmic paradigms (divide and conquer, backtracking, etc.)
- Advanced graph algorithms (strongly connected components, minimum spanning trees, etc.)
- String algorithms (pattern matching, string manipulation, etc.)
- Computational geometry algorithms
- NP-completeness and approximation algorithms
By covering these advanced topics, we aim to provide a comprehensive understanding of data structures and algorithms in C++.
With this extensive collection of data structures, algorithms, and advanced topics, the C++ With DSA repository will serve as a valuable resource for learning and implementing efficient solutions to various programming problems.