optuna and optunahub
OptunaHub is a package registry and client library that enables users to share and install community-contributed optimization algorithms and samplers that extend Optuna's core hyperparameter optimization framework.
About optuna
optuna/optuna
A hyperparameter optimization framework
This tool helps machine learning practitioners fine-tune their models. You define your model's parameters and a performance metric, and Optuna automatically runs many experiments to find the best combination of settings. This results in highly optimized models without extensive manual trial and error.
About optunahub
optuna/optunahub
Python library to use and implement packages in OptunaHub
This tool helps machine learning engineers and researchers discover and apply advanced optimization algorithms to their models. It takes your existing Optuna studies, allowing you to easily experiment with various state-of-the-art samplers and pruners. The output is a more efficiently optimized model, finding better hyperparameters faster.
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