8 releases (breaking)
0.8.0 | Mar 10, 2023 |
---|---|
0.7.0 | Jan 10, 2023 |
0.6.0 | Nov 14, 2022 |
0.5.0 | Oct 8, 2022 |
0.2.1 | Apr 13, 2022 |
#160 in Machine learning
65 downloads per month
Used in egobox
415KB
8K
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
~15–30MB
~521K SLoC