starkdg/hftrie
index binary vectors for efficient nearest neighbor search
This tool helps you quickly find data points that are similar to a target point from a large collection of 64-bit binary codes. You input a large dataset of binary codes, and it efficiently identifies all codes within a specified 'distance' or radius. It's ideal for engineers or researchers working with high-dimensional binary data who need fast similarity searches.
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Use this if you need to rapidly search through millions of binary codes to find nearest neighbors, and you can accept a small trade-off in accuracy for significantly faster search times.
Not ideal if your application absolutely requires 100% recall for every similarity search, as its fastest mode prioritizes speed over perfect accuracy.
Stars
10
Forks
1
Language
C++
License
—
Category
Last pushed
Jun 25, 2022
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/vector-db/starkdg/hftrie"
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