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CLAM: Clustering, Learning and Approximation with Manifolds

The Rust implementation of CLAM.

As of writing this document, the project is still in a pre-1.0 state. This means that the API is not yet stable and breaking changes may occur frequently.

⚠️ In December 2023, this project moved to a monorepo structure. While this should have no impact on the end-user, it will impact contributors. Please be aware of these changes and report any issues you may encounter.

Benchmarks

CAKES: IEEE Big Data 2023

Take a look at the following scripts:

  • knn-benchmarks.sh
  • scaling-benchmarks.sh

Components

This repository is a workspace that contains the following crates:

  • abd-clam: The main CLAM library. See here for more information.
  • py-clam: Python bindings for the abd-clam crate. See here for more information.
  • distances: A crate that provides various distance metrics. See here for more information.

License

  • MIT

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  • Rust 72.4%
  • Python 26.6%
  • Other 1.0%