Giter VIP home page Giter VIP logo

fast-binary-indexed-tree-js's Introduction

A JavaScript implementation of Binary Indexed Tree with fast initialization

Binary Indexed Tree also known as Fenwick tree is a data structure providing efficient methods for calculation and manipulation of the prefix sums of a table of values.

This JavaScript implementation is based on the Top Coder article by boba5551. Most of the terms respect to the author's definition except for

  • All indexes in the public API are 0 based

There's another implementation by berlysia. Comparing to that, this one is faster for creation. The constructor accepts a defaultFrequency option, which initializes all frequencies in O(1) time complexity.

Installation

$ npm install --save fast-binary-indexed-tree

Usage

Refer to the document for details.

var BinaryIndexedTree = require('fast-binary-indexed-tree');

var bit = new BinaryIndexedTree({ defaultFrequency: 10, maxVal: 10 });

// Read a single frequency
// Output: 10
console.log(bit.readSingle(3));

// Update the frequency by delta
// Output: 15
bit.update(2, 5);
console.log(bit.readSingle(2));

// Write a single frequency
// Output: 20
bit.writeSingle(3, 20);
console.log(bit.readSingle(3));

// Read the cumulated frequency
// Output: 55
console.log(bit.read(4));

// Find the lower bound
// Output: 3
console.log(bit.lowerBound(55));

// Find the upper bound
// Output: 4
console.log(bit.upperBound(55));

License

MIT

This project has adopted the Microsoft Open Source Code of Conduct. For more information see the Code of Conduct FAQ or contact [email protected] with any additional questions or comments.

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.