Git Product home page Git Product logo

magicdict's Introduction

MagicDict

Smallest and Fastest Data Structure to query english words.

Note: This is implementation of Bloom Filter for Trie Data Structure. It can be used to test whether query word is valid or not. False positive matches are possible, but false negatives are not โ€“ in other words, a query returns either "possibly in set" or "definitely not in set".

Benchmarks:

Data Strcuture Insert (370k words) Query (100k words) Delete (100k words)
Set 461 ms 220 ms 39 ms
Trie 530 ms 50 ms 26 ms
HashMap 180 ms 110 ms 14 ms
MagicDict 13 ms 3 ms 1 ms

Note: Current benchmarks have been calculated on 370k valid english words

Build

You can make this project using:

mkdir build
cd build
cmake ..

to generate a lib file or directly use MagicDict class in your source tree.

magicdict's People

Contributors

anmoluppal avatar

Watchers

 avatar

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.