Nearest-neighbor search in high-dimensional spaces

• google-research

  98 32,733 9.6 Jupyter Notebook

  Google Research

  

Don't roll your own solution, use ScaNN (https://github.com/google-research/google-research/tree/master/scann) or Faiss (https://github.com/facebookresearch/faiss). I used the internal version of ScaNN while I was at Google, and found it incredibly well put-together. Can't speak to the open-source version, but it should be similarly good. These might be a bit overkill given your set sizes, but it'll be easier than building your own fix.

• faiss

  70 27,924 9.4 C++

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

  

Don't roll your own solution, use ScaNN (https://github.com/google-research/google-research/tree/master/scann) or Faiss (https://github.com/facebookresearch/faiss). I used the internal version of ScaNN while I was at Google, and found it incredibly well put-together. Can't speak to the open-source version, but it should be similarly good. These might be a bit overkill given your set sizes, but it'll be easier than building your own fix.

• InfluxDB

  www.influxdata.com sponsored

  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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