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OptunaHub Registry

OptunaHub Registry is a registry service for sharing and discovering user-defined Optuna packages. It provides a platform for users to share their Optuna packages with others and discover useful packages created by other users.

See the OptunaHub Website for registered packages.

See also the OptunaHub API documentation for the API to use the registry, and the OptunaHub tutorial for how to register and discover packages.

Quick TODO List towards Contribution

When creating your package, please check the following TODO list:

  • Copy ./template/ to create your package
  • Replace <COPYRIGHT HOLDER> in LICENSE of your package with your name
  • Apply the formatter based on the tips below
  • Check whether your module works as intended based on the tips below
  • Fill out README.md

For more details, please check OptunaHub tutorial.

Tip

The following formatting is a requirement to merge your feature PR:

$ pip install pre-commit
$ pre-commit run --all-files

Please also try the following to make sure that your module can be loaded from the registry:

import optunahub

module = optunahub.load_module(
    # category is one of [pruners, samplers, visualization].
    package="<category>/<your_package_name>",
    repo_owner="<your_github_id>",
    ref="<your_branch_name>",
)

For more detail, please check the tutorial.