NAME
Algorithm::LSH - perl implementation of Locality Sensitive Hashing
SYNOPSIS
use Algorithm::LSH;
my $lsh = Algorithm::LSH->new(
L => 5,
k => 10,
d => 3,
);
while(my($label, $vector) = each %database){
$lsh->insert($label, $vector);
}
my $query_vector = [ 123, 456, 789 ];
my $result = $lsh->select($query_vector);DESCRIPTION
Algorithm::LSH is a perl implementation of Locality Sensitive Hashing algorithm.
THIS MODULE IS IN ITS VERY ALPHA QUALITY.
METHODS
new
insert
neighbours
nearest
nearest_neighbours
nn
distance
save
load
hash
bucket
storage
AUTHOR
Takeshi Miki <miki@cpan.org>
LICENSE
This library is free software; you can redistribute it and/or modify it under the same terms as Perl itself.