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optuna

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Funding Links: https://github.com/sponsors/optuna

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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.

Featured Works

optuna/optuna

A hyperparameter optimization framework

Language: Python - Stars: 11644
optuna/optuna-dashboard

Real-time Web Dashboard for Optuna.

Language: TypeScript - Stars: 588
optuna/optuna-examples

Examples for https://github.com/optuna/optuna

Language: Python - Stars: 732
optuna/optuna-integration

Extended functionalities for Optuna in combination with third-party libraries.

Language: Python - Stars: 44
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