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.
This repository is a workspace that contains the following crates:
abd-clam
: The main CLAM library. See here for more information.distances
: Provides various distance functions and theNumber
trait. See here for more information.
and the following Python packages:
abd-distances
: A Python wrapper for thedistances
crate, providing drop-in replacements for distance functionscipy.spatial.distance
. See here for more information.
This repository contains CLI tools to reproduce results from some of our papers.
This paper is currently under review at SIMODS. See here for running Rust code to reproduce the results for the CAKES algorithms, and here for running some Python code to generate plots from the results of running the Rust code.
TODO
TODO
- CHESS: Hierarchical Clustering and Ranged Nearest Neighbors Search
- CHAODA: Anomaly Detection
- PANCAKES: Compression and Compressive Search
TODO