Giter VIP home page Giter VIP logo

datamining-gspan's Introduction

DataMining-gSpan

gSpan algorithm in data mining

Features:

  1. Support basic sub-structure mining.
  2. Multi-thread. (200% speed-up than gSpan-64 provided by Yan)
  3. Minimized memory consumption.

Usage:

./gspan -file [file_name] -support [support: float] &> log

Progress:

  1. MPI
  2. Optimize the sequential version.
  3. Detailed parallelism

12/4/2014

  1. Reduce memory consumption.
  2. Rearrange the gSpan class code.
  3. Profling.
  4. Multi-thread.

datamining-gspan's People

Contributors

jokeren avatar

Watchers

James Cloos avatar  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.