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