optunahub and optunahub-registry
These are ecosystem siblings where optunahub is the client library that enables users to discover, install, and execute packages from the optunahub-registry, which serves as the centralized package repository.
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.
About optunahub-registry
optuna/optunahub-registry
The registry of the OptunaHub packages
This registry helps machine learning engineers and researchers share and discover specialized optimization techniques (Optuna packages). If you've developed an effective way to fine-tune a model or algorithm using Optuna, you can submit your code here to make it available to others. Conversely, you can browse and integrate existing optimization solutions developed by the community into your own projects.
Related comparisons
Scores updated daily from GitHub, PyPI, and npm data. How scores work