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hyper
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Vitali Fedulov 2022-01-21 06:22:32 +01:00
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Package hyper allows fast approximate search of nearest neighbour vectors in n-dimensional space. Package hyper allows fast approximate search of nearest neighbour vectors in n-dimensional space.
Package functions discretize a vector and generate a set of hashes, as described in the following document: https://vitali-fedulov.github.io/algorithm-for-hashing-high-dimensional-float-vectors.html Package functions discretize a vector and generate a set of hashes, as described in the [following document](https://vitali-fedulov.github.io/algorithm-for-hashing-high-dimensional-float-vectors.html).
To use the package follow the sequence of functions/methods: To use the package follow the sequence of functions/methods:
1) CubeSet or CentralCube, depending which one is used for a database record and which one for a query. 1) CubeSet or CentralCube, depending which one is used for a database record and which one for a query.