Package profile
optuna
- Summary: A hyperparameter optimization framework
- Author: Takuya Akiba
- Homepage: https://optuna.org/
- Source: https://github.com/optuna/optuna (Repo profile)
- Number of releases: 72
- First release: 0.0.1 on 2018-10-19
- Latest release: 4.4.0 on 2025-06-16
Releases
PyPI Downloads
Dependencies
Optuna has 48 dependencies, 41 of which optional.| Dependency | Optional |
|---|---|
| alembic | false |
| colorlog | false |
| numpy | false |
| packaging | false |
| PyYAML | false |
| sqlalchemy | false |
| tqdm | false |
| ase | true |
| asv | true |
| black | true |
| blackdoc | true |
| boto3 | true |
| cma | true |
| cmaes | true |
| coverage | true |
| fakeredis | true |
| flake8 | true |
| fvcore | true |
| google-cloud-storage | true |
| grpcio | true |
| isort | true |
| kaleido | true |
| lightgbm | true |
| matplotlib | true |
| moto | true |
| mypy | true |
| mypy_boto3_s3 | true |
| pandas | true |
| pillow | true |
| plotly | true |
| protobuf | true |
| pytest | true |
| redis | true |
| scikit-learn | true |
| scipy | true |
| sphinx | true |
| sphinx_rtd_theme | true |
| sphinx-copybutton | true |
| sphinx-gallery | true |
| sphinx-notfound-page | true |
| torch | true |
| torchvision | true |
| types-PyYAML | true |
| types-redis | true |
| types-setuptools | true |
| types-tqdm | true |
| typing_extensions | true |
| virtualenv | true |