isodata的matlab代码博客-typescript:所有▲算法在TypeScript编程语言中的实现

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[Read More](https://github.com/AllAlgorithms/algorithms/issues/40) <div align="center" id="top"> <br> <br> <br> <br> <img width="500" height="350" src="https://cdn.abranhe.com/projects/algorithms/logo.svg" alt="Algorithms Logo"> <br> <br> <br> <br> <br> <br> <p> <a href="#what-is-an-algorithm" rel='nofollow' onclick='return false;'>What is an algorithm?</a>&nbsp;&nbsp;&nbsp; <a href="https://github.com/AllAlgorithms/algorithms/blob/master/.github/contributing.md" rel='nofollow' onclick='return false;'>Contributing</a>&nbsp;&nbsp;&nbsp; <a href="https://www.redbubble.com/people/abranhe/works/34285088" rel='nofollow' onclick='return false;'>Stickers & T-Shirts</a> </p> <p> <a href="https://twitter.com/AllAlgorithms" rel='nofollow' onclick='return false;'> <img src="https://cdn.svgporn.com/logos/twitter.svg" width="17px"> Twitter </a>&nbsp;&nbsp;&nbsp; <a href="https://instagram.com/AllAlgorithms" rel='nofollow' onclick='return false;'> <img src="https://www.instagram.com/static/images/ico/apple-touch-icon-152x152-precomposed.png/419a6f9c7454.png" width="17px"> Instagram </a>&nbsp;&nbsp;&nbsp; <a href="https://github.com/AllAlgorithms" rel='nofollow' onclick='return false;'> <img src="https://img.icons8.com/ios-glyphs/90/333333/github.png" width="18px"> Github </a>&nbsp;&nbsp;&nbsp; </p> <br> <p align="center"> <i>Huge collection of All ▲lgorithms implemented in multiple languages</i> </p> <br> <a href="https://github.com/AllAlgorithms" rel='nofollow' onclick='return false;'><img src="https://cdn.abranhe.com/projects/algorithms/badge.svg" /></a> <a href="https://cash.me/$abranhe" rel='nofollow' onclick='return false;'><img src="https://cdn.abranhe.com/badges/cash-me.svg"></a> <a href="https://paypal.me/abranhe/10" rel='nofollow' onclick='return false;'><img src="https://cdn.abranhe.com/badges/paypal.svg"></a> <a href="https://patreon.com/abranhe" rel='nofollow' onclick='return false;'><img src="https://cdn.abranhe.com/badges/patreon.svg" /></a> </div> ## See - [What is an algorithm](#what-is-an-algorithm) - [Contributing](https://github.com/AllAlgorithms/algorithms/blob/master/.github/contributing.md) - [Code of Conduct](https://github.com/AllAlgorithms/algorithms/blob/master/.github/code-of-conduct.md) - [Stickers and T-Shirts](https://www.redbubble.com/people/abranhe/works/34285088) - [Twitter](https://twitter.com/AllAlgorithms) - [Instagram](https://instagram.com/AllAlgorithms) - [Algorithms Categories](#categories) - [Maintainers](#maintainers) - [License](#license) ## 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](#artificial-intelligence) - [Backtracking](#backtracking) - [Bit Manipulation](#bit-manipulation) - [Cellular Automaton](#cellular-automaton) - [Ciphers](#ciphers) - [Computational Geometry](#computational-geometry) - [Cryptography](#cryptography) - [Data Structures](#data-structures) - [Divide and conquer](#divide-and-conquer) - [Dynamic Programming](#dynamic-programming) - [Gaming Theory](#gaming-theory) - [Graphs](#graphs) - [Greedy Algorithms](#greedy-algorithms) - [Math](#math) - [Networking](#networking) - [Numerical Analysis](#numerical-analysis) - [Operating system](#operating-system) - [Randomized Algorithms](#randomized-algorithms) - [Searches](#searches) - [Selections Algorithms](#selections-algorithms) - [Sorting](#sorting) - [Strings](#strings) - [Online Challenges](#online-challenges) - [Others](#others) ## [Artificial Intelligence](artificial-intelligence) - [Density-based spatial clustering of applications with noise (DBSCAN Clustering)](https://allalgorithms.com/docs/dbscan) - [Interactive Self-Organizing Data Analysis Technique yAy! (ISODATA Clustering)](https://allalgorithms.com/docs/isodata) - [Linear Regression](https://allalgorithms.com/docs/linear-regression) - [Logistic Regression](https://allalgorithms.com/docs/logistic-regression) - [Neutral Style Transfer](https://allalgorithms.com/docs/neutral-style-transfer) - [SATisfiable (SAT)](https://allalgorithms.com/docs/sat) - [Travelling salesman problem (TSP)](https://allalgorithms.com/docs/tsp) - [A* (A Star)](https://allalgorithms.com/docs/a-star) - [Artificial Neutral Network](https://allalgorithms.com/docs/artificial-neutral-network) - [Convolutional Neutral Network](https://allalgorithms.com/docs/convolutional-neutral-network) - [Decision Tree](https://allalgorithms.com/docs/decision-tree) - [Factorization Machines](https://allalgorithms.com/docs/factorization-machines) - [Gaussian Mixture Model](https://allalgorithms.com/docs/gaussian-mixtrue-model) - [Gradient Boosting Trees](https://allalgorithms.com/docs/gradient-boostring-trees) - [Hierachical Clustering](https://allalgorithms.com/docs/hierachical-clustering) - [Image Processing](https://allalgorithms.com/docs/image-processing) - [K Nearest Neighbors](https://allalgorithms.com/docs/k-nearest-neighbors) - [K Means](https://allalgorithms.com/docs/k-means) - [Minimax](https://allalgorithms.com/docs/minimax) - [Native Bayes](https://allalgorithms.com/docs/native-bayes) - [Nearest Sequence Memory](https://allalgorithms.com/docs/nearest-sequence-memory) - [Neutral Network](https://allalgorithms.com/docs/neutral-network) - [Perceptron](https://allalgorithms.com/docs/perceptron) - [Principal Component Analysis](https://allalgorithms.com/docs/principal-component-analysis) - [Q Learing](https://allalgorithms.com/docs/q-learning) - [Random Forests](https://allalgorithms.com/docs/random-forest) - [Restricted Boltzman Machine](https://allalgorithms.com/docs/restricted-boltzman-machine) ## [Backtracking](backtracking) - [Algorithm X](backtracking/algorithm-x) - [Crossword Puzzle](backtracking/crossword-Puzzle) - [Knight Tour](backtracking/knight-tour) - [M Coloring Problem](backtracking/m-coloring-problem) - [N Queen](backtracking/n-queen) - [Number of ways in Maze](backtracking/number-of-ways-in-maze) - [Partitions of set](backtracking/partitions-of-set) - [Permutation of Strings](backtracking/permutation-of-strings) - [Powerset](backtracking/powerset) - [Rat in maze](backtracking/rat-in-maze) - [Subset Sum](backtracking/subset-sum) - [Sudoku Solve](backtracking/sudoku-solve) ## [Bit Manipulation](bit-manipulation) - [Addition using bits](bit-manipulation/adding-using-bits) - [Bit divisor](bit-manipulation/bit-divisor) - [Byte swapper](bit-manipulation/byte-swapper) - [Convert numbers to binary](bit-manipulation/convert-numbers-to-binary) - [Count set bits](bit-manipulation/count-set-bits) - [Flip bits](bit-manipulation/flip-bits) - [Hamming distance](bit-manipulation/hamming-distace) - [Invert bit](bit-manipulation/invert-bit) - [Lonely integer](bit-manipulation/lonely-integer) - [Magic Number](bit-manipulation/magic-number) - [Maximum XOR Value](bit-manipulation/maximun-xor-value) - [Power of 2](bit-manipulation/power-of-2) - [Subset Generation](bit-manipulation/subset-generation) - [Sum binary numbers](bit-manipulation/sum-binary-numbers) - [Sum equals XOR](bit-manipulation/sum-equals-xor) - [Thrice unique number](bit-manipulation/thrice-unique-number) - [Twice unique number](bit-manipulation/twice-unique-number) - [XOR Swap](bit-manipulation/xor-swap) ## [Cellular Automaton](cellular-automaton) - [Brians Brain](cellular-automaton/brians-brain) - [Conways Game of life](cellular-automaton/conways-game-of-life) - [Elementary Cellular Automata](cellular-automaton/elementary-cellular-automata) - [Generic Algorithm](cellular-automaton