I'm building a python library for efficient KNN search using vantage point trees

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  • pynear

    A python library for efficient KNN search within metric spaces using multiple distance functions.

    There are some results now! Still trying to optimize binary indices though. Its very hard to get even close to faiss when comes to binary indices. For L2 indices I can beat faiss up to about 14 dimensions.... https://github.com/pablocael/pyvptree

  • faiss

    A library for efficient similarity search and clustering of dense vectors.

    Comparison with the FAISS (https://github.com/facebookresearch/faiss) would be great

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

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