Categories: None [Edit]

hanny

https://rubygems.org/gems/hanny
https://github.com/yoshoku/hanny
Hanny is a Hash-based Approximate Nearest Neighbor (ANN) search library in Ruby. Hash-based ANN converts vector data into binary codes and builds a hash table by using the binary codes as hash keys. To build the hash table, Hanny uses Locality Sensitive Hashing (LSH) of approximating cosine similarity. It is known that if the code length is sufficiently long (ex. greater than 128-bit), LSH can obtain high search performance. In the experiment, Hanny achieved about twenty times faster search speed than the brute-force search by Euclidean distance.

Total

Ranking: 106,694 of 183,477
Downloads: 6,390

Daily

Ranking: 63,432 of 183,470
Downloads: 0

Depended by

RankDownloadsName

Depends on

RankDownloadsName
2,6755,209,575numo-narray

Owners

#GravatarHandle
1iconyoshoku