.TH "src/mlpack/methods/lsh/lsh_search.hpp" 3 "Tue Sep 9 2014" "Version 1.0.10" "MLPACK" \" -*- nroff -*-
.ad l
.nh
.SH NAME
src/mlpack/methods/lsh/lsh_search.hpp \- 
.SH SYNOPSIS
.br
.PP
.SS "Classes"

.in +1c
.ti -1c
.RI "class \fBmlpack::neighbor::LSHSearch< SortPolicy >\fP"
.br
.RI "\fIThe \fBLSHSearch\fP class -- This class builds a hash on the reference set and uses this hash to compute the distance-approximate nearest-neighbors of the given queries\&. \fP"
.in -1c
.SS "Namespaces"

.in +1c
.ti -1c
.RI " \fBmlpack\fP"
.br
.RI "\fILinear algebra utility functions, generally performed on matrices or vectors\&. \fP"
.ti -1c
.RI " \fBmlpack::neighbor\fP"
.br
.RI "\fINeighbor-search routines\&. \fP"
.in -1c
.SH "Detailed Description"
.PP 

.PP
\fBAuthor:\fP
.RS 4
Parikshit Ram
.RE
.PP
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\&.
.PP
The details of this method can be found in the following paper:
.PP
{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} }
.PP
This file is part of MLPACK 1\&.0\&.10\&.
.PP
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\&.
.PP
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)\&.
.PP
You should have received a copy of the GNU General Public License along with MLPACK\&. If not, see http://www.gnu.org/licenses/\&. 
.PP
Definition in file \fBlsh_search\&.hpp\fP\&.
.SH "Author"
.PP 
Generated automatically by Doxygen for MLPACK from the source code\&.