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What is an algorithm?

Informally, an algorithm is any well-defined computational procedure that takes some value, or set of values, as input and produces some value, or set of values, as output. An algorithm is thus a sequence of computational steps that transform the input into the output.

An algorithm should have three important characteristics to be considered valid:

• It should be finite: If your algorithm never ends trying to solve the problem it was designed to solve then it is useless
• It should have well defined instructions: Each step of the algorithm has to be precisely defined; the instructions should be unambiguously specified for each case.
• It should be effective: The algorithm should solve the problem it was designed to solve. And it should be possible to demonstrate that the algorithm converges with just a paper and pencil.

Categories

Structure of The All ▲lgoritms project

• Artificial Intelligence
• Backtracking
• Bit Manipulation
• Cellular Automaton
• Ciphers
• Computational Geometry
• Cryptography
• Data Structures
• Divide and conquer
• Dynamic Programming
• Gaming Theory
• Graphs
• Greedy Algorithms
• Math
• Networking
• Numerical Analysis
• Operating system
• Randomized Algorithms
• Searches
• Selections Algorithms
• Sorting
• Strings
• Online Challenges
• Others

Artificial Intelligence

• Density-based spatial clustering of applications with noise (DBSCAN Clustering)
• Interactive Self-Organizing Data Analysis Technique yAy! (ISODATA Clustering)
• Linear Regression
• Logistic Regression
• Neutral Style Transfer
• SATisfiable (SAT)
• Travelling salesman problem (TSP)
• A* (A Star)
• Artificial Neutral Network
• Convolutional Neutral Network
• Decision Tree
• Factorization Machines
• Gaussian Mixture Model
• Gradient Boosting Trees
• Hierachical Clustering
• Image Processing
• K Nearest Neighbors
• K Means
• Minimax
• Native Bayes
• Nearest Sequence Memory
• Neutral Network
• Perceptron
• Principal Component Analysis
• Q Learing
• Random Forests
• Restricted Boltzman Machine

Backtracking

• Algorithm X
• Crossword Puzzle
• Knight Tour
• M Coloring Problem
• N Queen
• Number of ways in Maze
• Partitions of set
• Permutation of Strings
• Powerset
• Rat in maze
• Subset Sum
• Sudoku Solve

Bit Manipulation

• Addition using bits
• Bit divisor
• Byte swapper
• Convert numbers to binary
• Count set bits
• Flip bits
• Hamming distance
• Invert bit
• Lonely integer
• Magic Number
• Maximum XOR Value
• Power of 2
• Subset Generation
• Sum binary numbers
• Sum equals XOR
• Thrice unique number
• Twice unique number
• XOR Swap

Cellular Automaton

• Brians Brain
• Conways Game of life
• Elementary Cellular Automata
• Generic Algorithm
• Langtons Ant
• Nobili Cellular Automata
• Von Neoumann Cellular Automata

Computational Geometry

• 2D Line intersection
• 2D Separating Axis test
• Area of polygon
• Area of triangle
• Axis aligned bounding box collision
• Bresenham Line
• Chans Algorithm
• Cohen Sutherland Lineclip
• Distance between points
• Graham Scan
• Halfplane intersection
• Jarvis March
• Quickull
• Sphere tetrahedron intersection
• Sutherland Hodgeman clipping

Cryptography

• Affine Cipher
• Atbash Cipher
• Autokey Cipher
• Baconian Cipher
• Caesar Cipher
• Colummnar Cipher
• Vigenere Cipher

Data Structures

• Bag
• Hashes
• Linked List
• List
• Queue
• Stack
• Tree

Divide and conquer

• Strassen Matrix Manipulation
• Closest Pair of Point
• Inversion Count
• Karatsuba Multiplication
• Maximum Contiguous subsequence sum
• Merge Sort using divide and conquer
• Quick Sort using divide and conquer
• Tournament Method to find min max
• Warnock Algorithm
• X Power Y

Dynamic Programming

• Array Median
• Optima Binary Search Tree
• Binomial Coefficient

Gaming Theory

• Nim Next Best Move Game
• Nim Win Loss Game
• Grundy Numbers Kayle Game

Graphs

• Bipartite Check
• Adjacency Lists graphs representation
• A* (A Star)

Greedy Algorithms

• Activity Selection
• Dijkstra Shortest Path
• Egyptian Fraction

Math

• 2 Sum
• Add Polynomials
• Amicable Numbers
• Armstrong Numbers
• Automorphic Numbers
• Average Stream Numbers
• Babylonian Method
• Binomial Coefficient
• Catalan Number
• Check is Square
• Convolution
• Coprime Numbers
• Count Digits
• Count Trailing Zeroes
• Decoding of String
• Delannoy Number
• Derangements
• DFA Division
• Diophantine
• Divided Differences
• Euler Totient
• Exponentiation Power
• Factorial
• Fast Fourier transform
• Fast inverse (sqrt) Square Root

Networking

• Packet Sniffer
• Determine Endianess
• Validate IP

Numerical Analysis

• Integral
• Monte Carlo
• Runge Kutt

Operating system

• Currency
• Deadlocks
• Memory Management
• Scheduling
• Shell

Randomized Algorithms

• Birthday Paradox
• Karger Minimum Cut Algorithm
• Kth Smallest Element Algorithm
• Random from Stream
• Random Node Linked list
• Randomized Quicksort
• Reservoir Sampling
• Shuffle an Array

Searches

• Binary Search
• Exponential Search
• Fibonacci Search
• Fuzzy Search
• Interpolation Search
• Jump Search
• Linear Search
• Ternay Search
• Jump Search
• Fibonacci Search

Selections Algorithms

• Median of Medians
• Quick Select

Sorting

• Bead Sort
• Bogo Sort
• Bubble Sort
• Bucket Sort
• Circle Sort
• Comb Sort
• Counting Sort
• Cycle Sort
• Flash Sort
• Gnome Sort
• Heap Sort
• Insertion Sort
• Intro Sort
• Median Sort
• Merge Sort
• Pipeonhole Sort
• Quick Sort
• Radix Sort
• Selection Sort
• Shaker Sort
• Shell Sort
• Sleep Sort
• Stooge Sort
• Topological Sort
• Tree Sort

Strings

• Aho Corasick Algorithm
• Anagram Search
• Arithmetic on large numbers
• Boyer Moore Algorithm
• Finite Automata
• Kasai Algorithm
• Kmp Algorithm
• Levenshteing Distance
• Lipogram Checker

Online Challenges

• Coderbyte
• Code Chef
• Code Eval
• Hackerearth
• Hackerrank
• LeetCode
• Project Euler
• Rosalind
• SPOJ
• Top Coder`

Others

• Average
• Biggest of n numbers
• Biggest Suffix
• Fifteen Puzzle
• Jaccard Similarity
• Jose Phus Problem
• Lapindrom Checker
• Leap Year
• Magic Square
• Majority Element
• Minimum subarray size with degree
• No operator addition
• Paint fill
• Split list
• Tokenizer
• Unique number

License

This work is released under MIT License.

To the extent possible under law, Abraham Hernandez (@abranhe) has waived all copyright and related or neighboring rights to this work.