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Algorithms, Theory & Academics · Awesome GitHub Repositories

29 repos

Awesome GitHub RepositoriesAlgorithms, Theory & Academics

Explore 29 awesome GitHub repositories matching education & learning resources · Algorithms, Theory & Academics. Refine with filters or upvote what's useful.

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Awesome Algorithms, Theory & Academics GitHub Repositories

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  • sindresorhus/awesome

    sindresorhus/awesome

    438,690GitHubView on GitHub↗

    This project is a community-curated knowledge base that organizes vast technical ecosystems into a hierarchical, human-readable directory. It serves as a comprehensive index of libraries, frameworks, and methodologies, designed to facilitate discovery and professional development across the entire spectrum of software

    Indexes fundamental algorithms and theoretical concepts for computational problem solving.

    awesomeawesome-listlists
  • jwasham/coding-interview-university

    jwasham/coding-interview-university

    337,188GitHubView on GitHub↗

    This project is a comprehensive educational roadmap designed to guide software engineers through the mastery of computer science fundamentals and technical interview preparation. It provides a structured, dependency-aware learning path that organizes complex computing concepts into a hierarchical curriculum, enabling u

    Explains the implementation and operational mechanics of core data structures to ensure efficient storage and retrieval.

    algorithmalgorithmscoding-interview
  • donnemartin/system-design-primer

    donnemartin/system-design-primer

    335,906GitHubView on GitHub↗

    This repository is a comprehensive educational resource designed to help software engineers master large-scale system design and prepare for technical interviews. It provides a structured curriculum that covers the fundamental principles of distributed systems, backend engineering, and object-oriented design through a

    Build high-performance storage structures that manage collisions and dynamic resizing for efficient data retrieval.

    Pythondesigndesign-patternsdesign-system
  • TheAlgorithms/Python

    TheAlgorithms/Python

    217,914GitHubView on GitHub↗

    This project is a comprehensive repository of verified computational implementations designed to serve as an educational resource for computer science and algorithmic problem solving. It provides a structured collection of code examples that cover fundamental data structures, mathematical operations, and core programmi

    Explore various methods for organizing and managing data collections to ensure efficient access and manipulation.

    Pythonalgorithmalgorithm-competitionsalgorithms-implemented
  • vuejs/vue

    vuejs/vue

    209,962GitHubView on GitHub↗

    This project is a framework for building user interfaces through a component-based architecture. It utilizes a declarative template syntax and a reactive data-binding system to synchronize application state with the Document Object Model. Developers can construct complex interfaces by composing reusable, self-contained

    Renders collections by iterating over data structures while granting access to indices and parent scope within the template.

    TypeScriptframeworkfrontendjavascript
  • trekhleb/javascript-algorithms

    trekhleb/javascript-algorithms

    195,648GitHubView on GitHub↗

    This project is a comprehensive educational repository that provides functional implementations of fundamental computer science algorithms and data structures. It serves as a structured reference for developers to study computational logic, problem-solving strategies, and the mathematical principles that underpin softw

    Reusable modules demonstrate specific problem-solving strategies and mathematical principles through various algorithmic paradigms.

    JavaScriptalgorithmalgorithmscomputer-science
  • CyC2018/CS-Notes

    CyC2018/CS-Notes

    183,686GitHubView on GitHub↗

    This repository serves as a comprehensive educational resource covering core computer science concepts, software engineering principles, and system architecture. It provides detailed explanations of fundamental data structures and algorithms, alongside in-depth analysis of database management systems, including transac

    Illustrates how bucket-based arrays and collision resolution strategies enable efficient key-value lookups.

    algorithmcomputer-sciencecpp
  • labuladong/fucking-algorithm

    labuladong/fucking-algorithm

    132,696GitHubView on GitHub↗

    This project is a comprehensive educational platform designed to facilitate the mastery of computer science algorithms and data structures. It provides a structured learning curriculum, a library of practice problems, and an integrated toolkit that supports both academic study and competitive programming preparation. B

    Demonstrates prefix tree construction and search operations through specialized node structures that track character sequences.

    Markdownalgorithmscomputer-sciencedata-structures
  • Chalarangelo/30-seconds-of-code

    Chalarangelo/30-seconds-of-code

    127,983GitHubView on GitHub↗

    This project is a comprehensive educational repository providing a wide range of tutorials, code snippets, and technical guides for software developers. It covers essential areas of web development, including styling techniques, version control workflows, algorithmic problem-solving, and framework-specific programming

    Demonstrates practical logic through concise implementations of common algorithms and computational problem-solving techniques.

    JavaScriptastroawesome-listcss
  • rust-lang/rust

    rust-lang/rust

    110,533GitHubView on GitHub↗

    Rust is a programming language designed for memory safety and performance. It provides a comprehensive curriculum that covers fundamental syntax, memory management, and advanced programming paradigms, including support for functional and object-oriented styles. The language features a strong type system that enforces m

    Organizes data collections using memory-efficient structures that incorporate strict safety guarantees.

    Rustcompilerlanguagerust
  • denoland/deno

    denoland/deno

    106,258GitHubView on GitHub↗

    Deno is a high-performance runtime for JavaScript and TypeScript that prioritizes security and developer productivity. Built on the V8 engine, it provides a secure execution environment that enforces a default-deny security model, requiring explicit user authorization for access to system resources like the file system

    Features a built-in, persistent key-value store that supports atomic transactions and reactive data updates.

    Rustdenojavascriptrust
  • mtdvio/every-programmer-should-know

    mtdvio/every-programmer-should-know

    97,839GitHubView on GitHub↗

    This project is a comprehensive, community-curated knowledge base designed to support software engineers in mastering both fundamental computer science principles and practical industry methodologies. It serves as a centralized reference library that aggregates technical resources, academic literature, and professional

    Builds a baseline of essential academic knowledge through a structured collection of computer science principles.

    cc-bycollectioncomputer-science
  • iluwatar/java-design-patterns

    iluwatar/java-design-patterns

    93,757GitHubView on GitHub↗

    This project is a comprehensive educational knowledge base designed to help developers master software engineering excellence through a structured catalog of design patterns and architectural principles. It provides a curated repository of best practices, programming heuristics, and implementation examples, all organiz

    Supplies reference implementations and instructional logic for fundamental computational procedures.

    Javaawesome-listdesign-patternshacktoberfest
  • bitcoin/bitcoin

    bitcoin/bitcoin

    89,227GitHubView on GitHub↗

    This project is a cryptographic consensus engine and distributed ledger client that functions as a peer-to-peer network node. It enables decentralized network participation by allowing users to independently validate transactions and blocks, ensuring data integrity and consensus without reliance on a centralized author

    Leverages a key-value database to provide high-speed access to transaction outputs and block indices.

    C++bitcoinc-plus-pluscryptocurrency
  • MisterBooo/LeetCodeAnimation

    MisterBooo/LeetCodeAnimation

    76,717GitHubView on GitHub↗

    LeetCodeAnimation is an educational code archive and technical interview resource designed to help developers master complex programming concepts. It functions as a centralized repository of source code and instructional materials, providing a structured environment for self-paced learning of fundamental computer scien

    Presents a series of computational challenges designed to sharpen technical proficiency and algorithmic problem-solving abilities.

    Javaanimationleetcodeleetcode-c
  • d2l-ai/d2l-zh

    d2l-ai/d2l-zh

    75,708GitHubView on GitHub↗

    This project is an open-source, interactive educational platform designed to teach deep learning through a comprehensive, code-first curriculum. It provides a structured learning path that covers foundational mathematics, modern neural network architectures, and practical optimization techniques, enabling practitioners

    Analyzes advanced sequence modeling techniques, such as gated recurrent units, to address numerical instability in complex data retrieval tasks.

    Pythonbookchinesecomputer-vision
  • Developer-Y/cs-video-courses

    Developer-Y/cs-video-courses

    74,064GitHubView on GitHub↗

    This project is a community-driven educational repository that serves as a comprehensive directory of university-level computer science video lectures. It provides a structured learning path for students and professionals, aggregating high-quality academic resources to facilitate self-paced study across a wide range of

    Offers foundational academic video lectures covering essential computer science principles and introductory theory.

    algorithmsbioinformaticscomputational-biology
  • redis/redis

    redis/redis

    73,096GitHubView on GitHub↗

    Redis is an in-memory, key-value database designed to provide sub-millisecond latency for read and write operations. It functions as a versatile data platform, serving as a distributed cache, a message broker, a NoSQL document store, and a vector database. The system utilizes an event-driven, single-threaded loop to pr

    Maintains sequences of elements based on insertion order to support efficient queue and stack processing.

    Ccachecachingdatabase
  • josephmisiti/awesome-machine-learning

    josephmisiti/awesome-machine-learning

    71,702GitHubView on GitHub↗

    This project is a comprehensive, community-driven directory of machine learning resources, software libraries, and educational materials. It serves as a centralized knowledge base for developers and researchers, organizing tools and frameworks by their primary programming language and technical domain to simplify disco

    Recommends foundational academic literature focused on the core principles and methodologies of information retrieval.

    Python
  • PKUFlyingPig/cs-self-learning

    PKUFlyingPig/cs-self-learning

    71,351GitHubView on GitHub↗

    This project is a centralized repository and academic resource aggregator designed to guide students through a structured computer science curriculum. It provides a comprehensive roadmap of foundational courses and technical materials, helping learners navigate the transition from introductory programming to advanced s

    Centralizes lecture notes, reading lists, and assignment references from top-tier university programs into one accessible index.

    HTML
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Explore sub-tags

  • Academic Curricula and Resources6 sub-tagsStructured university-level courseware, lecture materials, and academic study guides for computer science and mathematics.
  • Algorithm and Data Structure Guides10 sub-tagsEducational resources focused on the theory, complexity, and implementation of fundamental computer science algorithms and data structures.
  • CS Theory & Foundations3 sub-tags