Optuna - A hyperparameter optimization framework
Key Features
Eager search
spaces
Automated search for optimal hyperparameters using Python conditionals, loops, and syntax
State-of-the-art
algorithms
Efficiently search large spaces and prune unpromising trials for faster results
Easy
parallelization
Parallelize hyperparameter searches over multiple threads or processes without modifying code
Code
Examples
Optuna is framework agnostic. You can use it with any machine learning or deep learning framework.
A simple optimization problem:
Define obj...
Read more at optuna.org