[mlpack-git] [mlpack/mlpack] Implementation of Multiprobe LSH (#691)
Ryan Curtin
notifications at github.com
Mon Jun 27 15:54:30 EDT 2016
> @@ -320,6 +345,25 @@ class LSHSearch
> const size_t neighbor,
> const double distance) const;
>
> + /**
> + * This function implements the core idea behind Multiprobe LSH. It is called
> + * by ReturnIndicesFromTables when T > 0. Given a query's code and its
> + * projection location, GetAdditionalProbingBins will calculate the T most
> + * likely alternative bin codes (other than queryCode) where a query's
> + * neighbors might be found in.
> + *
> + * @param queryCode vector containing the numProj-dimensional query code.
> + * @param queryCodeNotFloored vector containing the projection location of the
> + * query.
> + * @param T number of additional probing bins.
> + * @param additionalProbingBins matrix. Each column will hold one additional
> + * bin.
The same applies here about the line wrap spacing.
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