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Circulant Binary Embedding
License: Other
This project forked from felixyu/cbe
Circulant Binary Embedding
License: Other
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
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