Algorithm and Data Structure Notes 📋

Dive into a comprehensive collection of notes and implementations on algorithms and data structures. Whether you're a student, developer, or enthusiast, this repository provides clear explanations and practical code examples to enhance your understanding.

📊 Most Used Programming Languages

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Overview

Explore our detailed notes and code samples on various algorithms and data structures, designed to make learning efficient and engaging. This repository aims to be a valuable resource for both beginners and advanced learners.

Legend

• ✅ : Implementation available
• ❌ : Implementation not available

Quick Links

• Sorting Algorithms
• Search Algorithms
• Graph Algorithms
• Dynamic Programming
• String Algorithms
• Data Structures
• Mathematical Algorithms

Sorting Algorithms

Algorithm	C	CoffeeScript	C++	C#	Java	JavaScript	PHP	Python	Ruby	Go
Bubble Sort	✅	✅	✅	✅	✅	✅	✅	✅	✅	❌
Insertion Sort	✅	✅	✅	✅	✅	❌	❌	✅	✅	❌
Merge Sort	✅	✅	✅	❌	✅	❌	❌	✅	✅	✅
Quick Sort	✅	✅	✅	❌	✅	❌	❌	✅	✅	❌
Radix Sort	✅	✅	✅	❌	✅	❌	❌	✅	❌	❌

Search Algorithms

Algorithm	C	CoffeeScript	C++	C#	Java	JavaScript	PHP	Python	Ruby	Go
Binary Search	✅	✅	✅	✅	✅	✅	✅	✅	✅	✅
Linear Search	✅	✅	✅	✅	✅	✅	✅	✅	✅	✅
Ternary Search	❌	✅	✅	❌	✅	❌	❌	✅	❌	❌

Graph Algorithms

Algorithm	C	CoffeeScript	C++	C#	Java	JavaScript	PHP	Python	Ruby	Go
Breadth First Search	❌	❌	✅	❌	✅	❌	❌	✅	❌	❌
Depth First Search	✅	❌	✅	❌	❌	❌	❌	✅	❌	❌
Dijkstra Algorithm	✅	❌	✅	❌	✅	❌	❌	✅	❌	❌

Dynamic Programming

Algorithm	C	CoffeeScript	C++	C#	Java	JavaScript	PHP	Python	Ruby	Go
Knapsack Problem	❌	❌	✅	❌	✅	❌	❌	❌	❌	❌
Longest Increasing Subsequence	❌	❌	✅	❌	❌	❌	❌	❌	✅	❌

String Algorithms

Algorithm	C	CoffeeScript	C++	C#	Java	JavaScript	PHP	Python	Ruby	Go
Naive String Matching	❌	✅	✅	❌	✅	❌	✅	✅	✅	❌
Z Algorithm	❌	✅	✅	❌	❌	❌	❌	✅	❌	❌

Data Structures

Data Structure	C	CoffeeScript	C++	C#	Java	JavaScript	PHP	Python	Ruby	Go
Binary Search Tree	✅	❌	✅	✅	✅	❌	❌	✅	✅	❌
Linked List	✅	❌	✅	❌	✅	❌	❌	✅	❌	❌
Queue Using Arrays	✅	❌	✅	❌	❌	❌	❌	✅	❌	❌

Mathematical Algorithms

Algorithm	C	CoffeeScript	C++	C#	Java	JavaScript	PHP	Python	Ruby	Go
Sieve of Eratosthenes	❌	✅	✅	❌	✅	❌	❌	✅	❌	❌
Fibonacci	✅	✅	✅	✅	✅	✅	✅	✅	✅	❌

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Roadmap for DSA 📈🗺️

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📚 References

Books 📖

• Data Structures with C - Schaum Series
• Data Structures: A Pseudocode Approach with C - Richard F. Gilberg
• Fundamentals Of Data Structures in C - Horowitz
• Introduction To Algorithms - Thomas H. Cormen
• Java: The Complete Reference - Herbert Schildt
• Object Oriented Programming with C++ - E Balaguruswamy
• Computer Oriented Numerical Methods - V. Rajaraman

Websites 💻

• GeeksforGeeks - Tutorials & coding challenges.
• HackerEarth - Notes, tutorials & competitions.
• TopCoder - Advanced algorithm tutorials.
• TutorialsPoint - Comprehensive coding documentation.
• Wikipedia - Articles on algorithms & data structures.

🎯 Vision

Our goal is to make algorithm learning accessible and engaging for everyone. We strive to provide resources that cater to diverse learning needs and backgrounds.

🛠️ Want to contribute ?

• If you found any typo / logical error / runtime error or you want to add another topic, feel free to create a pull request.

• How to create a pull request ?

  • step 1:   Fork this repository
  • step 2:   Clone this to your local machine
  • step 3:   Make a new branch
  • step 4:   Make changes
  • step 5:   Push it back to your repo
  • step 6:   Click compare and pull request
  • step 7:   Click create pull request

Are there any rules ?

• Nothing strict, just keep the indentation clean
• Use comments wherever necessary
• Follow folder and file structure
• Use appropriate variable names

📁 Folder Structure

• /notes - Contains detailed notes and explanations.
• /code - Code implementations in various programming languages.
• /examples - Example problems and solutions.
• /resources - Additional resources and references.

🚀 Getting Started

1. Clone the Repository:

   git clone https://github.com/schrodingerspet/Data-Structure-Algorithm-.git