37 releases (breaking)

new 0.27.0 Mar 13, 2025
0.25.2 Feb 6, 2025
0.25.0 Dec 19, 2024
0.24.0 Nov 12, 2024
0.4.0 Jul 9, 2022

#361 in Machine learning

Download history 26/week @ 2024-11-15 9/week @ 2024-11-22 6/week @ 2024-11-29 13/week @ 2024-12-06 76/week @ 2024-12-13 48/week @ 2024-12-20 3/week @ 2024-12-27 145/week @ 2025-01-03 9/week @ 2025-01-10 88/week @ 2025-01-31 69/week @ 2025-02-07 179/week @ 2025-02-14 9/week @ 2025-02-21 20/week @ 2025-02-28

364 downloads per month
Used in 2 crates

Apache-2.0

345KB
7K SLoC

Mixture of experts

crates.io docs

egobox-moe provides a Rust implementation of mixture of experts algorithm. It is a Rust port of mixture of expert of the SMT Python library.

The big picture

egobox-moe is a library crate in the top-level package egobox.

Current state

egobox-moe currently implements mixture of gaussian processes provided by egobox-gp:

  • Clustering (linfa-clustering/gmm)
  • Hard recombination / Smooth recombination
  • Gaussian processe model choice: specify regression and correlation allowed models

Examples

There is some usage examples in the examples/ directory. To run, use:

$ cargo run --release --example clustering

License

Licensed under the Apache License, Version 2.0 http://www.apache.org/licenses/LICENSE-2.0

Dependencies

~15–34MB
~488K SLoC