Hi, everyone! We just released Rustuna, a Rust implementation of Optuna with a focus on making large-scale hyperparameter optimization faster and more memory-efficient.
Rustuna keeps the familiar Optuna Python API while moving the optimization engine to Rust. Rustuna is not intended to replace Optuna. It currently supports a smaller feature set, and we plan to make the two work together more seamlessly. Looking ahead, we’re also excited about expanding support to other languages like Node.js, Go, and beyond.
Hi, everyone! We just released Rustuna, a Rust implementation of Optuna with a focus on making large-scale hyperparameter optimization faster and more memory-efficient.
Rustuna keeps the familiar Optuna Python API while moving the optimization engine to Rust. Rustuna is not intended to replace Optuna. It currently supports a smaller feature set, and we plan to make the two work together more seamlessly. Looking ahead, we’re also excited about expanding support to other languages like Node.js, Go, and beyond.
GitHub: https://github.com/optuna/rustuna/
Blog post: https://medium.com/optuna/announcing-rustuna-cc82a6815bf7
We’d love to hear your feedback, or any ideas!