diff --git a/README.md b/README.md index c560a6b..146ccd0 100644 --- a/README.md +++ b/README.md @@ -1,6 +1,6 @@ # Hashing float vectors in N-dimensions -This package allows fast approximate search of nearest neighbour vectors in n-dimensional space. It does not have any dependencies. +Search nearest neighbour vectors in n-dimensional space with hashes. There are no dependencies in this package. Its functions discretize a vector and generate a set of hashes, as described [here](https://vitali-fedulov.github.io/algorithm-for-hashing-high-dimensional-float-vectors.html) (also as [PDF](https://github.com/vitali-fedulov/research/blob/main/Algorithm%20for%20hashing%20float%20vectors.pdf)).