pynear 2.3 is out 🚀

Reddit r/ArtificialInteligence Tools
knn library python simd-accelerated scikit-learn approximate-nearest-neighbor

Summary

pynear 2.3 is a fast KNN library with SIMD acceleration and drop-in compatibility with scikit-learn, offering exact and approximate cosine indices and outperforming Faiss on binary descriptors in some contexts.

pynear is a fast KNN library that doesn't make you choose between exact answers and production speed. Drop-in for scikit-learn. SIMD-accelerated. Up to 257× faster than Faiss on binary descriptors at 100% recall. • cosine indices (exact + approximate) • drop-in for scikit-learn (metric='cosine') • Incredibly fast approximate IndexBinaryMultiHash with high recall (beats Faiss in some contexts) pip install -U pynear [https://github.com/pablocael/pynear](https://github.com/pablocael/pynear)
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