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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.

Rust Crates and Python Packages

This repository is a workspace that contains the following crates:

abd-clam: The main CLAM library.
distances: Provides various distance functions and the Number trait.
shell: The CLI for interacting with the CLAM library.

and the following Python packages:

abd-distances: A Python wrapper for the distances crate, providing drop-in replacements for scipy.spatial.distance.

Publications

CHESS: Ranged Nearest Neighbors Search
CHAODA: Anomaly Detection
CAKES: K-NN Search
PANCAKES: Compression and Compressive Search

Citation

TODO