Giter VIP home page Giter VIP logo

cbe's Introduction

Circulant Binary Embedding (CBE)
For the latest information:  www.felixyu.org/cbe.html

Please cite our ICML 2014 paper if you use the code in research.

@inproceedings{yu2014cbe,
  title={Circulant Binary Embedding},
  author={Yu, Felix X. and Kumar, Sanjiv and Gong, Yunchao and Chang, Shih-Fu},
  year={2014},
  booktitle={International Conference on Machine Learning}
}


./circulant/*
    Circulant Binary Embedding
    This matlab based implementation is not optimized for speed

./example.m
    example on some small-scale toy data

./normalization.m
    always normalize the data before generating binary code
    l2 normalization should be the default method for most types of data

./getResult.m
./test_all_methods.m
    driver functions for all the binary code methods

./baselines
    Code for some baseline methods are included. 
    The baseline methods can also be downloaded at Yunchao Gong's homepage:
    http://www.unc.edu/~yunchao/

    All the terms from the original authors apply.
    Methods include LSH, BITQ, SITQ, SKLSH, ITQ

./misc_lib/*
    some utility functions

cbe's People

Contributors

felixyu avatar

Watchers

convexset 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.