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Granne: Graph-based Approximate Nearest Neighbor using On-disk indexes for Rapid and Scalable Genome Search

Granne (GRaph-based Approximate Nearest NEighbor, it means neighbor in Swedish) is a lightning-fast and space-efficient genome nearest neighbor search index based on DiskANN and b-bit One Permutation MinHash.

Install

git clone https://github.com/jianshu93/Granne cd Granne cargo build --release ./target/release/granne -h

usage

$ granne -h ************** initializing logger ***************** lightning-fast and space-efficient genome search index based on DiskANN and b-bit One Permutation MinHash Usage: sake <COMMAND> Commands: todiskann Build DiskANN index from genomes, genomes will be sketched first search Search query genomes against an existing DiskANN index, query genomes will be sketched first help Print this message or the help of the given subcommand(s) Options: -h, --help Print help -V, --version Print version 

Reference

Paper to come

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Lightning-fast and Space-efficient Approximate Nearest Neighbor Search Index for Genomics

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