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Locality_Sensitive_Hashing

A few implementations of Locality Sensitive Hashing

Most of the actual interesting stuff has been moved or copied to the "SUMMARY" folder.

In the SUMMARY folder there are:

  • Some programs for creating orthogonal hyperplanes with elements that sum to zero, sometimes made to fit some input points.

  • A folder with two fully implemented versions of LSH, one using several tables in order to increase accuracy, the other checking boxes within a thresholded distances. Both are optimized using OpenACC.

  • Some matlab prototypes which are probably easier to read, though may also contain more errors.

  • Two pdf's, my master's thesis and the slides for my master's presentation respectively.

The files for the example SIFT feature descriptors are not included in the repo to save space.

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A few implementations of Locality Sensitvie Hashing

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