SimilaritySearch.jl

SimilaritySearch.jl is a library for nearest neighbor search. In particular, it contains the implementation for SearchGraph:

Tellez, E. S., Ruiz, G., Chavez, E., & Graff, M.A scalable solution to the nearest neighbor search problem through local-search methods on neighbor graphs. Pattern Analysis and Applications, 1-15.

@article{tellezscalable,
  title={A scalable solution to the nearest neighbor search problem through local-search methods on neighbor graphs},
  author={Tellez, Eric S and Ruiz, Guillermo and Chavez, Edgar and Graff, Mario},
  journal={Pattern Analysis and Applications},
  pages={1--15},
  publisher={Springer}
}

Installing SimilaritySearch

You may install the package as follows

] add SimilaritySearch.jl

also, you can run the set of tests as fol

] test SimilaritySearch

Using the library

Please see examples directory of this repository. Here you will find a list of Pluto's notebooks that exemplifies its usage.

TODO: cite related papers