klaster-0.1.0 has been yanked.

Klaster

klaster is a Rust library for efficient and flexible clustering, designed for research and production use, with a focus on performance and extensibility.

Getting Started

cargo add klaster

For developers

Clone the repository and build the project:

git clone https://github.com/Depermitto/klaster
cd klaster
cargo test

Example: Running KMeans

use klaster::KMeans;
use ndarray::array;

let data = array![[1.0, 2.0], [1.1, 2.1], [8.0, 8.0], [8.1, 8.1]];
let model = KMeans::new_plusplus(2)
    .with_tolerance(1e-4)
    .with_max_iter(100);
let assignments = model.fit_predict(data.view());
println!("Cluster assignments: {:?}", assignments);

Documentation

API docs: https://docs.rs/klaster
See src/kmeans/mod.rs for detailed documentation and usage examples.

Contributing

Contributions are welcome! Please open issues or pull requests.