README.md

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

Publications

• CHESS
• CHAODA

Citation

TODO