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GitHub Workflow Status crates.io

rindex

Rindex: dynamic spatial index for efficiently maintaining k nearest neighbors graph of multi-dimensional clustered datasets.

Features

Rindex supports spatial indexing operations while also maintaining k nearest neighbor information for dynamic data:

  • Insertion and deletion
  • Query within radius
  • Query k nearest neighbors
  • Query reverse k nearest neighbors
  • Maintain k nearest neighbor graph.

Please refer to the example usage here or demo application with visualization.

License

This project is licensed under the Apache License, Version 2.0 - See the LICENSE.md file for details.