Circulant Binary Embedding
Matlab
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baselines
circulant
misc_lib
LICENSE
example.m
getResult.m
normalization.m
readme
test_all_methods.m
toy.mat

readme

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