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src/mlpack/methods/lsh/lsh_search.hpp(3) | MLPACK | src/mlpack/methods/lsh/lsh_search.hpp(3) |
NAME¶
src/mlpack/methods/lsh/lsh_search.hpp -SYNOPSIS¶
Classes¶
class mlpack::neighbor::LSHSearch< SortPolicy >
Namespaces¶
mlpack
Detailed Description¶
Author:Parikshit Ram
Defines the LSHSearch class, which performs an approximate nearest neighbor
search for a queries in a query set over a given dataset using
Locality-sensitive hashing with 2-stable distributions.
The details of this method can be found in the following paper:
{datar2004locality, title={Locality-sensitive hashing scheme based on p-stable
distributions}, author={Datar, M. and Immorlica, N. and Indyk, P. and
Mirrokni, V.S.}, booktitle= {Proceedings of the 12th Annual Symposium on
Computational Geometry}, pages={253--262}, year={2004}, organization={ACM} }
This file is part of MLPACK 1.0.10.
MLPACK is free software: you can redistribute it and/or modify it under the
terms of the GNU Lesser General Public License as published by the Free
Software Foundation, either version 3 of the License, or (at your option) any
later version.
MLPACK is distributed in the hope that it will be useful, but WITHOUT ANY
WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR
A PARTICULAR PURPOSE. See the GNU Lesser General Public License for more
details (LICENSE.txt).
You should have received a copy of the GNU General Public License along with
MLPACK. If not, see http://www.gnu.org/licenses/.
Definition in file lsh_search.hpp.
Author¶
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