16 releases (breaking)
new 0.13.0 | Nov 30, 2023 |
---|---|
0.11.0 | Sep 20, 2023 |
0.10.0 | Jun 22, 2023 |
0.8.2 | Mar 29, 2023 |
0.4.0 | Jul 9, 2022 |
#281 in Machine learning
129 downloads per month
Used in egobox
445KB
9K
SLoC
Efficient global optimization
egobox-ego
provides a Rust implementation of efficient global optimization algorithm.
It is a Rust port of EGO of the SMT Python library.
The big picture
egobox-ego
is a library crate in the top-level package egobox.
Current state
egobox-ego
currently implements EGO using egobox-moe
with the following features:
- Mixture of gausian processes
- Infill criteria: EI, WB2, WB2S
- Basic handling of negative constraints
- Mixed integer optimization available through continuous relaxation
Examples
There is some usage examples in the examples/ directory. To run, use:
$ cargo run --release --example ackley
License
Licensed under the Apache License, Version 2.0 http://www.apache.org/licenses/LICENSE-2.0
Dependencies
~16–36MB
~524K SLoC