Optuna Integration

Optuna Integration is a Python package that provides extended functionalities for Optuna, an automatic hyperparameter optimization software framework, in combination with various third-party machine learning libraries such as PyTorch, scikit-learn, and TensorFlow. It allows users to seamlessly integrate Optuna's powerful optimization capabilities and pruning mechanisms into their existing ML workflows. The library is currently at version 4.8.0, actively maintained, and follows Optuna's release cadence, typically with multiple releases per major Optuna version.