• Programiz / Learn DS & Algorithms
• Big-O Cheat Sheet
• Хендбуки Академии Яндекса / Основы алгоритмов
• A certifying algorithm is an algorithm that produces, with each output, a certificate or witness (easy-to-verify proof) that the particular output has not been compromised by a bug. by McConnell, R.M. and Mehlhorn, K. and Naher, S. and Schweitzer, P.
• Dictionary of Algorithms and Data Structures
• EnjoyAlgorithms
• VisuAlgo visualising data structures and algorithms through animation
  • Graph Traversal (Depth/Breadth First Search)
• algoanim.ide.sk Algorithm Animations and Visualizations
• algorithm-visualizer.org
• toptal.com / Sorting Algorithms Animations
• AlphaDev discovers faster sorting algorithms родственная AlphaZero модель AlphaDev помогла улучшить алгоритмы сортировки по сравнению со стандартными в используемой Google библиотеке
• Big O notation definition

History

• TheConversation.com / Why are algorithms called algorithms? A brief history of the Persian polymath you’ve likely never heard of

Wikipedia

• List of algorithms
  • List of optimization algorithms
• Correctness (computer science)
• Heuristic (computer science)
  • Эвристический алгоритм
• Topological sorting
  • Топологическая сортировка
• Property testing is an algorithm whose query complexity to its input is much smaller than the instance size of the problem.
• Space complexity of an algorithm or a computer program is the amount of memory space required to solve an instance of the computational problem as a function of characteristics of the input.
• Adaptive algorithm

GitHub

• TheAlgorithms/Python: All Algorithms implemented in Python
  • the-algorithms.com
• qiao/PathFinding.js: A comprehensive path-finding library for grid based games
  • comes along with an online demo to show how the algorithms execute
• roberto-bayardo/google-extremal-sets three algorithms for finding all maximal itemsets within a given collection of itemsets

Apps

• Algorithms: Explained and Animated

Books

• Analysis of Algorithms by Jeffrey J. McConnell - 451 pages
• grokking algorithms. An illustrated guide for programmers and other curious people by Aditya Y. Bhargava - 256 pages
• Dive Into Algorithms. A Pythonic Adventure for the Intrepid Beginner by Bradford Tuckfield - 248 pages
• Nature-Inspired Optimization Algorithms with Java. A Look at Optimization Techniques by Shashank Jain - 175 pages
• A Common-Sense Guide to Data Structures and Algorithms. Level Up Your Core Programming Skills by Jay Wengrow - 506 pages
• Algorithmic Thinking. A Problem-Based Introduction by Daniel Zingaro - 408 pages
• Graphic Javascript Algorithms by YANG HU - 230 pages
• 40 Algorithms Every Programmer Should Know. Hone your problem-solving skills by learning different algorithms and their implementation in Python by Imran Ahmad - 382 pages
• #7daysOfAlgo
  • 7 days with Dynamic Programming by Aditya Chatterjee x Ue Kiao, PhD - 40 pages

Donald E. Knuth

• O’Reilly
  • Concrete Mathematics: A Foundation for Computer Science, 2nd Edition
  • Art of Computer Programming
    • Art of Computer Programming, The: Volume 1: Fundamental Algorithms
    • Art of Computer Programming, Volume 2: Seminumerical Algorithms, 3rd Edition
    • Art of Computer Programming, The: Volume 3: Sorting and Searching
  • The Art of Computer Programming: MMIX - A RISC Computer for the New Millennium, Volume 1, Fascicle 1
  • The Art of Computer Programming, Volume 4, Fascicle 1: Bitwise Tricks & Techniques; Binary Decision Diagrams
  • Art of Computer Programming, Volume 4A, The: Combinatorial Algorithms, Part 1
  • The Art of Computer Programming: Satisfiability, Volume 4, Fascicle 6
  • The Art of Computer Programming, Volume 4, Fascicle 5: Mathematical Preliminaries Redux; Introduction to Backtracking; Dancing Links

Строки

• String Algorithms in C. Efficient Text Representation and Search by Thomas Mailund - 293 pages

Courses

• Открытое образование
  • Сложность вычислений
• OpenDSA
  • CS3 Data Structures & Algorithms
• University of Illinois Urbana-Champaign
  • CS 225: Introduction to Data Structures and Algorithms with C++
    • Fall 2018
      • Makefile Tutorial
    • Spring 2022
• University of Southern California
  • Data Structures and Object Oriented Design
• CS 361, Advanced Data Structures and Algorithms by Dr. Steven J. Zeil
• Data Structures, Algorithms, and Generic Programming

Коллекции

• https://vk.com/algorithms_and_data_structures

Stack Exchange

• Software Engineering Stack Exchange
  • 'algorithms' Questions