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What is Optuna?
Optuna is an automatic hyperparameter optimization software framework, particularly designed for machine learning. It features an imperative, define-by-run style user API. Thanks to our define-by-run API, the code written with Optuna enjoys high modularity, and the user of Optuna can dynamically construct the search spaces for the hyperparameters.
Use of Support
Optuna is a non-profit operation, but many engineers and researchers are involved in its development. You can financially support their activities using GitHub Sponsors. Your support contributes to the development of new features on Optuna, operations and maintenance, and also the organization of various development events.
Meet the team
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Hideaki Imamura HideakiImamuraResearcher @ Preferred Networks, Inc. / Research on Machine Learning
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Toshihiko Yanase toshihikoyanaseA software engineer. Python / Deep Learning / Evolutionary Computation.
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Hiroki Takizawa eukaryo滝沢 拓己; 博士(科学) I received my doctoral degree on March 24, 2022. https://orcid.org/0000-0002-2837-0690
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Kaito Suzuki cross32768Enginner@Preferred Networks
Featured work
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optuna/optuna
A hyperparameter optimization framework
Python 10,151 -
optuna/optuna-dashboard
Real-time Web Dashboard for Optuna.
TypeScript 474 -
optuna/optuna-examples
Examples for https://github.com/optuna/optuna
Python 634 -
Python 25